Aspects of functioning and environmental factors in medical work capacity evaluations of persons with chronic widespread pain and low back pain can be represented by a combination of applicable ICF Core Sets

  • Urban Schwegler1, 4,

    Affiliated with

    • Jessica Anner2,

      Affiliated with

      • Christine Boldt1, 3,

        Affiliated with

        • Andrea Glässel1,

          Affiliated with

          • Veronika Lay1,

            Affiliated with

            • Wout Ernst Lodewijk De Boer2,

              Affiliated with

              • Gerold Stucki1, 4 and

                Affiliated with

                • Bruno Trezzini1Email author

                  Affiliated with

                  BMC Public Health201212:1088

                  DOI: 10.1186/1471-2458-12-1088

                  Received: 21 July 2012

                  Accepted: 6 December 2012

                  Published: 18 December 2012

                  Abstract

                  Background

                  Medical work capacity evaluations play a key role in social security schemes because they usually form the basis for eligibility decisions regarding disability benefits. However, the evaluations are often poorly standardized and lack transparency as decisions on work capacity are based on a claimant’s disease rather than on his or her functional capacity. A comprehensive and consistent illustration of a claimant’s lived experience in relation to functioning, applying the International Classification of Functioning, Disability and Health (ICF) and the ICF Core Sets (ICF-CS), potentially enhances transparency and standardization of work capacity evaluations. In our study we wanted to establish whether and how the relevant content of work capacity evaluations can be captured by ICF-CS, using disability claimants with chronic widespread pain (CWP) and low back pain (LBP) as examples.

                  Methods

                  Mixed methods study, involving a qualitative and quantitative content analysis of medical reports. The ICF was used for data coding. The coded categories were ranked according to the percentage of reports in which they were addressed. Relevance thresholds at 25% and 50% were applied. To determine the extent to which the categories above the thresholds are represented by applicable ICF-CS or combinations thereof, measures of the ICF-CS’ degree of coverage (i.e. content validity) and efficiency (i.e. practicability) were defined.

                  Results

                  Focusing on the 25% threshold and combining the Brief ICF-CS for CWP, LBP and depression for CWP reports, the coverage ratio reached 49% and the efficiency ratio 70%. Combining the Brief ICF-CS for LBP, CWP and obesity for LBP reports led to a coverage of 47% and an efficiency of 78%.

                  Conclusions

                  The relevant content of work capacity evaluations involving CWP and LBP can be represented by a combination of applicable ICF-CS. A suitable standard for documenting such evaluations could consist of the Brief ICF-CS for CWP, LBP, and depression or obesity, augmented by additional ICF categories relevant for this particular context. In addition, the unique individual experiences of claimants have to be considered in order to assess work capacity comprehensively.

                  Keywords

                  International Classification of Functioning Disability and Health (ICF) Work capacity evaluation Chronic widespread pain Low back pain Standardization

                  Background

                  Even though the process of disability evaluation varies between countries, medical work capacity evaluations usually play a crucial role in deciding on a claimant’s eligibility for benefits provided by national disability insurance schemes. Because of the key role they play, such evaluations ought to be transparent and comprehensible for all persons involved [14]. To enhance transparency and comprehensibility, the claimant’s lived experience in relation to his or her functioning as well as with regard to influencing contextual factors should be assessed comprehensively [2, 5]. Moreover, the evaluations’ comparability in terms of both interrater reliability between medical experts and content validity is considered as an important quality criterion [68]. Finally, standardization is seen as one means to ensure comparability in disability assessments [9, 10].

                  Medical standards usually refer to features which are considered as relevant to a target group in general and less so to individuals’ unique experiences [11, 12]. As a basis for comprehensive disability evaluations, however, a suitable standard should also allow the description of relevant experiences unique to the individual, thus complementing the whole process of evaluation [12].

                  In reality, decisions on work capacity often lack transparency and comprehensibility [10, 1315]. Also, disability assessments are often insufficiently standardized [5, 16, 17], which affects their content validity and interrater reliability negatively [8, 9, 17]. In the Swiss national disability insurance scheme, for example, there is no generally accepted tool to guide the structure and content of disability evaluations [3]. Furthermore, decisions on work capacity for certain disorders are partly based on blanket rulings by the Swiss Federal Court [3]. Somatoform pain disorders, for instance, do generally not lead to incapacity for work. Because they are considered to be caused by psychosocial factors, the Swiss Social Security law does not recognize them as a sufficient reason for a disability pension, except if they are accompanied by a psychiatric co-morbidity like, for example, a depressive disorder [18]. By contrast, pain disorders caused by structural impairments (e.g. by a severe intervertebral disc disorder) normally entitle a person to receive disability benefits. However, diagnoses or impairments, are only loosely connected with functional limitations at work [1921]. Moreover, the World Health Organization defines impairment as a loss or abnormality of a psychological, physiological, or anatomical structure or function and disability as a restriction or lack of ability to perform an activity in a manner considered to be normal for a human being [22]. Based on these definitions, focusing only on impairments is not sufficient to give a proper statement about a claimant’s functional capacity at work.

                  Because pain is a subjective sensation, its impact on a claimant’s functional capacity is difficult to objectify. Claimants with somatoform pain disorders could have the same or even a lower functional capacity than persons with a disorder related to a structural impairment. Nevertheless, according to Swiss jurisprudence their work capacity is usually rated higher. With respect to this controversy between the medical and the legal view, it seems crucial to apply a disability-oriented approach and to comprehensively assess the aspects which might influence a claimant’s functioning and health in order to ensure transparent disability evaluations for persons with chronic pain.

                  Several attempts have been undertaken to enhance transparency and standardization in disability evaluations [23]. The Guides to the Evaluation of Permanent Impairment of the American Medical Association (AMA) are used for disability and impairment assessment and as a standard for workers’ compensation evaluations in the United States and many English-speaking countries [24]. Furthermore, a number of standardized procedures for work capacity assessments have been developed like, for example, the Functional Capacity Evaluation (FCE) [2527].

                  FCE, however, is not appropriate for multidisciplinary assessments as it is not geared towards a comprehensive evaluation of the claimant’s functioning. It focuses on physical functional limitations and not on mental functioning [25], and it does not address environmental factors, an important component to ensure transparency in disability evaluations [5, 28]. The AMA Guides have been questioned regarding their applicability in disability assessments of claimants with chronic pain [1], because they follow a diagnosis-based and impairment-oriented rather than a disability-oriented approach [29].

                  As part of the shift in recent years from impairment-oriented to disability-oriented assessments in European social security institutions, it has been suggested that the comprehensive conceptual framework and standardized taxonomy of the International Classification of Functioning, Disability and Health (ICF) [30] could improve the disability determination process [16, 3133]. Since the ICF offers a scientific basis for describing results and determinants of functioning, disability and health which also considers contextual factors [30], standardization and transparency in disability evaluations might be enhanced if the taxonomy would be used as a blueprint.

                  While the ICF framework was generally well-received, the actual application of the taxonomy has been hampered by the sheer number of categories to be assessed, i.e. 362 on the second level and up to 1,424 when applying the more detailed third and fourth levels. Consequently, ICF Core Sets (henceforth ICF-CS) have been developed in order to simplify the use of the taxonomy in clinical settings.

                  ICF-CS preserve the model of the ICF in a useable mode, and they come in two flavors: (1) brief ICF-CS include a minimum number of categories describing the most relevant aspects related to functioning in persons with a specific health condition or in a specific setting [34]; (2) comprehensive ICF-CS include all categories of the respective brief ICF-CS but also additional ones so as to facilitate multidisciplinary assessments in the clinical context [35].

                  Because they involve high costs and time resources of medical experts are limited, medical work capacity evaluations should not only be transparent but also efficient and practical [36]. ICF-CS allow to describe a person’s lived experience in a comprehensive and systematic way [35], and might be applied as practical standards regarding what should be documented in disability assessments. So far there have been only few attempts to examine the applicability of ICF-CS in disability evaluations [16, 37]. To ascertain their potential it is, therefore, vital to provide further empirical evidence.

                  Currently ICF-CS exist for about 30 health conditions [38]. The ICF-CS for chronic widespread pain (CWP) [39] and low back pain (LBP) [40] were published in 2004 and subsequently validated in the clinical context [4143]. Due to the high prevalence of disability claims and large social costs based on CWP and LBP [4447], we chose them as our index conditions. Both conditions are also often diagnosed concurrently [48].

                  Moreover, CWP has been found to be related to depression [49] and chronic LBP to obesity [50]. Such co-morbidities are routinely addressed in disability assessments of claimants with chronic pain. We, therefore, also included in our analysis the ICF-CS for depression [51] and obesity [52].

                  Objective

                  The objective of the study was to establish whether or not and how the relevant content of medical work capacity evaluations can be captured by ICF-CS, using medical reports from disability claimants with the index conditions CWP and LBP as examples.

                  Specific aims

                  (1) We wanted to examine to what extent the relevant aspects of functioning and environmental factors in medical reports of claimants with CWP and LBP are represented by applicable ICF-CS. (2) We wanted to determine by which ICF-CS, or combinations thereof, these aspects are best represented.

                  Methods

                  Study design

                  A mixed methods study [53] was conducted, involving a qualitative and quantitative content analysis [54, 55] of medical reports. The ICF was used for data coding.

                  Ethics

                  The study was approved by the Ethics Commission of Basel, Switzerland, project number 134/08, and was performed in accordance with the Declaration of Helsinki.

                  Sample

                  The reports analyzed were derived from an elicitation of all medical reports received by the major Swiss health and accident insurers between February 1 and April 31, 2008, as part of a study on the quality of medical work capacity evaluations in Switzerland [3]. Insurance employees selected and anonymized all reports containing a diagnosis of CWP and/or LBP based on the International Classification of Diseases (ICD-10) (see Table 1). The diagnoses were checked by two health professionals. To ensure comparability, only reports in German submitted to the Swiss national disability insurance scheme were selected. Reports in French and Italian as well as from accident, health and liability insurances were excluded.
                  Table 1

                  ICD-10 diagnoses included in the sample

                  ICD-10 diagnoses for CWP

                  ICD-10 diagnoses for LBP

                  F45.0

                  Somatization disorder

                  M42

                  Spinal osteochondrosis (.15-.17, .95-.97)

                  F45.1

                  Undifferentiated somatoform disorder

                  M45

                  Ankylosing spondylitis

                  F45.4

                  Persistent somatoform disorder

                  M46

                  Other inflammatory spondylopathies (.0, .1, .2, .3)

                  F54

                  Psychological and behavioral factors associated with disorders or diseases classified elsewhere

                  M47

                  Spondylosis and (osteo-)arthrosis of spine (.05-.07, .15-.17, .25-.27)

                  F62.8

                  Chronic pain personality syndrome

                  M48

                  Other spondylopathies (.05-.07, .15-.17, .25-.27)

                  F32

                  Mild, moderate and severe depressive episode, with somatic symptoms

                  M51

                  Other intervertebral disc disorders (.0, .1)

                  F33

                  Recurrent depressive disorder, with somatic symptoms

                  M53

                  Other dorsopathies, not elsewhere classified (.25-.27, .3, .86-.87, .96-.97)

                  F34.1

                  Dysthymia (in relation with pain)

                  M54

                  Dorsalgias (.05-.07, .15-.17, .3, .4, .5, .85-.87)

                  F43.2

                  Adjustment disorders

                  M99

                  Biomechanical lesions, not elsewhere classified (.03, .13, .23, .33, .43, .53, .63, .73, .83, .93)

                  M79.7

                  Fibromyalgia

                    

                  R52.2

                  Other chronic pain

                    

                  R52.9

                  Pain, unspecified

                    

                  From this basic sample a subsample was randomly drawn. The determination of the final sample size was based on two criteria: (1) heterogeneity, i.e. the relevant medical disciplines of pain-assessment and the index conditions (CWP, LBP) were to be included proportionally; and (2) saturation, i.e. the collected information was considered to be sufficient when no new second-level ICF category emerged in five successive reports analyzed [5658]. In order to satisfy the heterogeneity requirement, i.e. a proportional inclusion of the medical disciplines and the index conditions, a minimum size of the subsample was determined.

                  Analysis plan

                  For the data analysis the sample was divided into two sub-groups: (1) reports with CWP diagnoses, and (2) reports with LBP diagnoses. Reports including both diagnoses entered the data analysis twice, once with the pure CWP and once with the pure LBP reports.

                  To examine the extent to which the relevant aspects of functioning and environmental factors in medical reports of claimants with CWP and LBP are represented by applicable ICF-CS, we first did a content analysis of the reports, using the ICF for data coding. We then ranked the coded categories for both sub-groups according to their relevance, i.e. their relative frequency across reports, setting thresholds at 25% and 50%. Next, we examined whether the relevant ICF categories in CWP reports, i.e. the ones above the thresholds, are represented by the ICF-CS for the index condition (CWP) and major co-morbidities (LBP, depression). For LBP reports, we did the same analysis with the ICF-CS for the index condition (LBP) and major co-morbidities (CWP, obesity). By calculating and comparing values for their coverage (i.e. their content validity) and efficiency (i.e. their potential practicability) we determined to what extent the relevant aspects in the reports are represented by the ICF-CS for the index-condition, the co-morbidities, and a combination thereof and which ICF-CS or combination thereof is best representing these aspects.

                  Analysis

                  Content analysis

                  Our raw data consisted of reports on disability claimants. They comprised one or more medical disciplines and included information on: (a) socio-medical history, (b) medical examination, and (c) work capacity evaluation. This content was coded to the ICF by applying established linking rules [59, 60].

                  The reports were dissected into text passages, each representing a self-contained unit of meaning (e.g. “the claimant suffers from pain while walking”). The various concepts underlying a unit of meaning were determined (e.g. pain, walking) and coded to the most precise ICF category (e.g. b280 Sensation of pain, d450 Walking) by two health professionals trained in the ICF. A concept could be linked to more than one ICF category. Each instance of a category code being assigned to a concept was referred to as a coding. Concepts not appropriately codeable to ICF categories were flagged as either personal factors (e.g. individual attitudes and beliefs), not covered (e.g. degree of disability), not definable (e.g. demanding activities), or health condition (e.g. diabetes). The two coders assessed whether the categories represented limitations (e.g. “the claimant suffers from back pain”) or, in case that they were environmental factors, whether they were barriers (e.g. “the surgery made the pain worse”) or facilitators (e.g. “the surgery was helpful”) for the claimant, were no problem (e.g. “the surgery had no effect”), or facts (e.g. “the surgery was performed recently”). Finally, the coders had to agree on the chosen codes. Any disagreement was solved in consultation with a third person experienced in the linking method.

                  Reliability and saturation

                  The interrater agreement was calculated using Cohen’s kappa coefficient [61]. The saturation level was checked after each additional report analyzed.

                  Relevance ranking

                  Referring to the absolute frequency for determining relevance was deemed potentially misleading because different writing styles of medical experts could have led to varying degrees of content repetitions. Therefore, we operationalized the relevance of a coded category as its relative frequency across reports, i.e. the percentage of reports in which it appeared as a limitation, barrier or facilitator for the claimant. In order to ensure comparability with the ICF-CS, which refer to aspects that are problematic or supportive for the patients, we did not include the ICF categories assessed as no problem or facts in the ranking. Moreover, since the concepts not appropriately codeable with the ICF were not further specified in this study, they were not included in the ranking. Thus, the final ranking involved only second-level ICF categories coded either as a limitation, barrier or facilitator. For the ensuing data analysis we defined two thresholds of minimum relevance, the more lenient one at 25% or more of the reports, the more stringent one at 50% or more.

                  Coverage and efficiency ratios

                  We used two criteria to examine the extent to which the relevant content of medical reports involving CWP and LBP is represented by ICF-CS. (1) The coverage ratio, i.e. the ability of ICF-CS to capture the relevant aspects of the context in which they are applied (namely the index conditions CWP and LBP and the assessment of work capacity as part of disability evaluations). It was calculated as the number of ICF-CS categories above the threshold of 25% (or 50%) divided by the total number of ICF categories above the threshold. (2) The efficiency ratio, i.e. the ability of ICF-CS to be manageable and to contain only as many categories as necessary. It was calculated as the number of ICF-CS categories above the threshold divided by the total number of categories in the ICF-CS. A definition of efficiency which is similar to ours was applied in a recent study where it was defined as the ability of a measurement instrument to be manageable and to contain as few items as possible that measure variables outside a domain set of ICF categories used in that study [62].

                  ICF-CS should ideally show a high coverage ratio and be efficient at the same time.

                  Referring to Figure 1, the operationalization of the coverage and efficiency ratios can be further illustrated as follows:
                  http://static-content.springer.com/image/art%3A10.1186%2F1471-2458-12-1088/MediaObjects/12889_2012_4921_Equa_HTML.gif
                  http://static-content.springer.com/image/art%3A10.1186%2F1471-2458-12-1088/MediaObjects/12889_2012_4921_Equb_HTML.gif
                  http://static-content.springer.com/image/art%3A10.1186%2F1471-2458-12-1088/MediaObjects/12889_2012_4921_Equc_HTML.gif
                  http://static-content.springer.com/image/art%3A10.1186%2F1471-2458-12-1088/MediaObjects/12889_2012_4921_Equd_HTML.gif
                  http://static-content.springer.com/image/art%3A10.1186%2F1471-2458-12-1088/MediaObjects/12889_2012_4921_Fig1_HTML.jpg
                  Figure 1

                  Operationalization of an ICF Core Set’s coverage and efficiency ratios.

                  Results

                  Sample characteristics

                  In order to satisfy the heterogeneity requirement, the required minimum sample size had been determined to be 72 medical reports, representing about one third of the basic sample of 209 reports. The saturation criterion was already reached after coding 30 reports. The number and type of disciplines in the reports are displayed in Table 2.
                  Table 2

                  Medical disciplines represented in the reports

                   

                  CWP

                  LBP

                  Number of medical disciplines in report

                    

                   One

                  20

                  14

                   Two

                  4

                  5

                   More than two

                  26

                  26

                  Medical discipline

                    

                   Psychiatry

                  45

                  31

                   Rheumatology

                  21

                  22

                   Internal medicine

                  16

                  16

                   Neurology

                  10

                  11

                   Orthopedics

                  9

                  12

                   General medicine

                  11

                  9

                   Neurosurgery

                  1

                  5

                   Orthopedic surgery

                  1

                  3

                   Neuropsychology

                  1

                  3

                   Pneumology

                  1

                  -

                   Hand surgery

                  1

                  1

                   Functional capacity evaluation

                  -

                  1

                  27 reports contained only a CWP diagnosis, 22 only a LBP diagnosis, and 23 both a CWP and LBP diagnosis. Of the 50 reports with CWP diagnoses, 24 (48%) also included a diagnosis of the ICD-10-four-character subcategory “Mood [affective] disorders”. Of the 45 reports with LBP diagnoses, 13 (29%) additionally involved a diagnosis related to “Obesity and other hyperalimentation”.

                  The overall interrater agreement (Cohen’s kappa) at the second ICF-level was 0.80 (0.79 - 0.81; 95% bootstrap confidence interval [63]).

                  Reports with CWP diagnoses

                  Content analysis

                  21,562 units of meaning gave rise to 45,365 (100%) codings. 30,042 (66.2%) represented links to ICF categories. The remainder (15,323 or 33.8%), i.e. R/I in Figure 1, were not classifiable appropriately with the ICF. Of these, 4,276 (9.4%) codings represented personal factors, the as yet unspecified fifth component of the ICF. 4,094 (9%) codings were labeled as not covered, 4,710 (10.4%) as not definable, and 2,243 (4.9%) as health condition.

                  Relevance ranking

                  76 ICF categories passed the 25% and 37 the 50% threshold and were identified as relevant for CWP reports. Table 3 shows if the categories are included in the ICF-CS for CWP, LBP and depression.
                  Table 3

                  Relative frequency ranking of the ICF categories found in the CWP reports (n = 50)

                  Rank

                  ICF code

                  ICF category

                  CWP

                  LBP

                  Depression

                  Relative frequency (%)

                  Absolute frequency

                  Brief (k=24)

                  Compr. (k=67)

                  Brief (k=35)

                  Compr. (k=78)

                  Brief (k=31)

                  Compr. (k=121)

                  1

                  b280

                  Sensation of pain

                  X

                  X

                  X

                  X

                  .

                  X

                  100

                  2531

                  2

                  b152

                  Emotional functions

                  X

                  X

                  X

                  X

                  X*

                  X

                  98

                  640

                  3

                  b130

                  Energy and drive functions

                  X

                  X

                  X

                  X

                  X*

                  X

                  98

                  393

                  4

                  d850

                  Remunerative employment

                  X

                  X

                  X

                  X

                  .

                  X

                  96

                  344

                  5

                  b126

                  Temperament and personality functions

                  .

                  X

                  .

                  X

                  X*

                  X

                  94

                  445

                  6

                  b134

                  Sleep functions

                  X

                  X

                  X

                  X

                  .

                  X

                  92

                  222

                  7

                  e310

                  Immediate family

                  X

                  X

                  X

                  X

                  X

                  X

                  90

                  332

                   

                  e110†

                  Products or substances for personal consumption

                  X*

                  X*

                  X

                  X

                  X*

                  X*

                  90

                  184

                  8

                  e580

                  Health services, systems and policies

                  .

                  X

                  X

                  X

                  X

                  X

                  88

                  106

                  9

                  d240

                  Handling stress and other psychological demands

                  X

                  X

                  X

                  X

                  X

                  X

                  86

                  177

                  10

                  d570

                  Looking after one’s health

                  .

                  X

                  .

                  X

                  X

                  X

                  86

                  154

                  11

                  b270

                  Sensory functions related to temperature and other stimuli

                  .

                  X

                  .

                  .

                  .

                  .

                  82

                  225

                  12

                  e1101

                  Drugs

                  X

                  X

                  X*

                  X*

                  X

                  X

                  82

                  140

                   

                  b160†

                  Thought functions

                  X*

                  X*

                  .

                  .

                  .

                  X

                  80

                  337

                  13

                  b730

                  Muscle power functions

                  X

                  X

                  X

                  X

                  .

                  .

                  78

                  180

                  14

                  b710

                  Mobility of joint functions

                  .

                  X

                  X

                  X

                  .

                  .

                  74

                  365

                  15

                  b1602

                  Content of thought

                  X

                  X

                  .

                  .

                  .

                  X

                  74

                  145

                  16

                  e570

                  Social security services, systems and policies

                  X

                  X

                  X

                  X

                  .

                  X

                  74

                  130

                  17

                  s760

                  Structure of trunk

                  .

                  .

                  X

                  X

                  .

                  .

                  70

                  571

                  18

                  d415

                  Maintaining a body position

                  .

                  X

                  X

                  X

                  .

                  .

                  70

                  201

                  19

                  e165

                  Assets

                  .

                  .

                  .

                  .

                  .

                  X

                  70

                  89

                  20

                  d450

                  Walking

                  X

                  X

                  X

                  X

                  .

                  .

                  68

                  141

                  21

                  d760

                  Family relationships

                  X

                  X

                  X

                  X

                  X

                  X

                  68

                  103

                  22

                  d230

                  Carrying out daily routine

                  X

                  X

                  .

                  .

                  X*

                  X

                  68

                  98

                  23

                  b435

                  Immunological system functions

                  .

                  .

                  .

                  .

                  .

                  .

                  64

                  207

                  24

                  b735

                  Muscle tone functions

                  .

                  X

                  X

                  X

                  .

                  .

                  64

                  122

                  25

                  d430

                  Lifting and carrying objects

                  X

                  X

                  X

                  X

                  .

                  .

                  64

                  104

                  26

                  b455

                  Exercise tolerance functions

                  X

                  X

                  X

                  X

                  .

                  .

                  64

                  102

                  27

                  d870

                  Economic self-sufficiency

                  .

                  .

                  .

                  .

                  .

                  X

                  64

                  73

                  28

                  d920

                  Recreation and leisure

                  X

                  X

                  .

                  X

                  .

                  X

                  64

                  66

                  29

                  d770

                  Intimate relationships

                  X

                  X

                  .

                  X

                  X

                  X

                  62

                  74

                  30

                  d410

                  Changing a basic body position

                  .

                  X

                  X

                  X

                  .

                  .

                  58

                  84

                  31

                  d750

                  Informal social relationships

                  .

                  .

                  .

                  .

                  .

                  X

                  58

                  53

                  32

                  s750

                  Structure of lower extremity

                  .

                  .

                  .

                  X

                  .

                  .

                  56

                  179

                  33

                  d845

                  Acquiring, keeping and terminating a job

                  .

                  X

                  X

                  X

                  X

                  X

                  56

                  68

                  34

                  b140

                  Attention functions

                  .

                  X

                  .

                  .

                  X

                  X

                  56

                  60

                  35

                  b147

                  Psychomotor functions

                  X

                  X

                  .

                  .

                  X

                  X

                  54

                  80

                  36

                  b144

                  Memory functions

                  .

                  .

                  .

                  .

                  .

                  X

                  52

                  65

                  37

                  b530

                  Weight maintenance functions

                  .

                  .

                  .

                  .

                  .

                  X

                  50

                  86

                  38

                  e565

                  Economic services, systems and policies

                  .

                  .

                  .

                  .

                  .

                  .

                  48

                  50

                  39

                  e410

                  Individual attitudes of immediate family members

                  X

                  X

                  X

                  X

                  X

                  X

                  46

                  72

                  40

                  e225

                  Climate

                  .

                  .

                  .

                  X

                  .

                  X

                  44

                  53

                  41

                  d720

                  Complex interpersonal interactions

                  .

                  X

                  .

                  .

                  .

                  X

                  44

                  45

                  42

                  d160

                  Focusing attention

                  .

                  X

                  .

                  .

                  .

                  .

                  44

                  44

                  43

                  d475

                  Driving

                  .

                  X

                  .

                  X

                  .

                  X

                  44

                  38

                  44

                  b240

                  Sensations associated with hearing and vestibular function

                  .

                  .

                  .

                  .

                  .

                  .

                  42

                  47

                  45

                  b810

                  Protective functions of skin

                  .

                  .

                  .

                  .

                  .

                  .

                  42

                  39

                  46

                  d445

                  Hand and arm use

                  .

                  .

                  .

                  X

                  .

                  .

                  40

                  56

                  47

                  b420

                  Blood pressure functions

                  .

                  .

                  .

                  .

                  .

                  .

                  40

                  44

                  48

                  d350

                  Conversation

                  .

                  .

                  .

                  .

                  X

                  X

                  40

                  32

                  49

                  b460

                  Sensations associated with cardiovascular and respiratory functions

                  .

                  .

                  .

                  .

                  .

                  X

                  38

                  44

                  50

                  s720

                  Structure of shoulder region

                  .

                  .

                  .

                  .

                  .

                  .

                  38

                  43

                  51

                  b110

                  Consciousness functions

                  .

                  .

                  .

                  .

                  .

                  .

                  38

                  40

                  52

                  e325

                  Acquaintances, peers, colleagues, neighbours and community members

                  .

                  X

                  .

                  X

                  X

                  X

                  38

                  28

                  53

                  e315

                  Extended family

                  .

                  .

                  .

                  .

                  .

                  .

                  36

                  31

                  54

                  d440

                  Fine hand use

                  .

                  .

                  .

                  .

                  .

                  .

                  34

                  52

                  55

                  b620

                  Urination functions

                  .

                  .

                  .

                  X

                  .

                  .

                  34

                  42

                  56

                  b535

                  Sensations associated with the digestive system

                  .

                  .

                  .

                  .

                  .

                  X

                  34

                  34

                  57

                  e120

                  Products and technology for personal indoor and outdoor mobility and transportation

                  .

                  .

                  .

                  X

                  .

                  .

                  32

                  67

                  58

                  d640

                  Doing housework

                  X

                  X

                  X

                  X

                  .

                  X

                  32

                  35

                  59

                  e245

                  Time-related changes

                  .

                  .

                  .

                  .

                  .

                  X

                  32

                  35

                  60

                  b780

                  Sensations related to muscles and movement functions

                  .

                  X

                  .

                  X

                  .

                  X

                  32

                  33

                  61

                  b415

                  Blood vessel functions

                  .

                  .

                  .

                  .

                  .

                  .

                  32

                  31

                  62

                  b510

                  Ingestion functions

                  .

                  .

                  .

                  .

                  .

                  .

                  32

                  24

                  63

                  d166

                  Reading

                  .

                  .

                  .

                  .

                  .

                  X

                  32

                  16

                  64

                  b525

                  Defecation functions

                  .

                  .

                  .

                  .

                  .

                  .

                  30

                  33

                  65

                  b770

                  Gait pattern functions

                  .

                  .

                  .

                  X

                  .

                  .

                  30

                  31

                  66

                  s740

                  Structure of pelvic region

                  .

                  .

                  .

                  X

                  .

                  .

                  30

                  30

                  67

                  d660

                  Assisting others

                  .

                  X

                  .

                  X

                  .

                  X

                  28

                  27

                  68

                  s120

                  Spinal cord and related structures

                  .

                  .

                  X

                  X

                  .

                  .

                  28

                  27

                  69

                  b750

                  Motor reflex functions

                  .

                  .

                  .

                  X

                  .

                  .

                  28

                  26

                  70

                  d540

                  Dressing

                  .

                  X

                  X

                  X

                  .

                  X

                  28

                  25

                  71

                  e355

                  Health professionals

                  X

                  X

                  X

                  X

                  X

                  X

                  28

                  23

                  72

                  d455

                  Moving around

                  .

                  X

                  .

                  X

                  .

                  .

                  28

                  20

                  73

                  e320

                  Friends

                  .

                  .

                  .

                  .

                  X

                  X

                  28

                  18

                  74

                  d740

                  Formal relationships

                  .

                  .

                  .

                  .

                  .

                  .

                  26

                  33

                  75

                  b164

                  Higher-level cognitive functions

                  .

                  X

                  .

                  .

                  .

                  X

                  26

                  25

                  76

                  b830

                  Other functions of the skin

                  .

                  .

                  .

                  .

                  .

                  .

                  26

                  20

                  77

                  s730

                  Structure of upper extremity

                  .

                  .

                  .

                  .

                  .

                  .

                  24

                  45

                  78

                  e430

                  Individual attitudes of people in positions of authority

                  .

                  X

                  .

                  .

                  .

                  X

                  24

                  37

                  79

                  d460

                  Moving around in different locations

                  .

                  .

                  .

                  X

                  .

                  .

                  24

                  27

                  80

                  e510

                  Services, systems and policies for the production of consumer goods

                  .

                  .

                  .

                  .

                  .

                  .

                  24

                  24

                  81

                  d710

                  Basic interpersonal interactions

                  .

                  .

                  .

                  X

                  .

                  X

                  24

                  23

                  82

                  d950

                  Political life and citizenship

                  .

                  .

                  .

                  .

                  .

                  X

                  24

                  21

                  83

                  b640

                  Sexual functions

                  .

                  X

                  .

                  X

                  .

                  X

                  24

                  20

                  84

                  e115

                  Products and technology for personal use in daily living

                  .

                  .

                  .

                  .

                  .

                  .

                  24

                  19

                  85

                  d330

                  Speaking

                  .

                  .

                  .

                  .

                  .

                  X

                  24

                  19

                  86

                  s320

                  Structure of mouth

                  .

                  .

                  .

                  .

                  .

                  .

                  24

                  16

                  87

                  d620

                  Acquisition of goods and services

                  .

                  X

                  .

                  X

                  .

                  X

                  24

                  14

                  Ranking of the remaining categories of the Brief ICF Core Sets for CWP, LBP and depression:

                  92

                  b740

                  Muscle endurance functions

                  .

                  X

                  X

                  X

                  .

                  .

                  22

                  17

                  95

                  e450

                  Individual attitudes of health professionals

                  .

                  X

                  X

                  X

                  X

                  X

                  20

                  14

                  98

                  e135

                  Products and technology for employment

                  .

                  .

                  X

                  X

                  .

                  .

                  18

                  18

                  99

                  s770

                  Additional musculoskeletal structures related to movement

                  .

                  X

                  X

                  X

                  .

                  .

                  18

                  13

                  100

                  e550

                  Legal services, systems and policies

                  .

                  .

                  X

                  X

                  .

                  .

                  18

                  12

                  103

                  d859

                  Work and employment, other specified and unspecified

                  .

                  .

                  X

                  X

                  .

                  .

                  16

                  20

                  116

                  d163

                  Thinking

                  .

                  .

                  .

                  .

                  X

                  X

                  14

                  9

                  117

                  b760

                  Control of voluntary movement functions

                  X

                  X

                  .

                  .

                  .

                  .

                  14

                  8

                  121

                  b715

                  Stability of joint functions

                  .

                  .

                  X

                  X

                  .

                  .

                  14

                  7

                  139

                  e415

                  Individual attitudes of extended family members

                  .

                  .

                  .

                  .

                  X

                  X

                  8

                  11

                  161

                  d530

                  Toileting

                  .

                  .

                  X

                  X

                  .

                  .

                  6

                  4

                  185

                  d510

                  Washing oneself

                  .

                  X

                  .

                  X

                  X

                  X

                  4

                  2

                  210

                  d175

                  Solving problems

                  X

                  X

                  .

                  .

                  X

                  X

                  2

                  1

                  212

                  e420

                  Individual attitudes of friends

                  .

                  X

                  .

                  .

                  X

                  X

                  2

                  1

                  221

                  d177

                  Making decisions

                  .

                  .

                  .

                  .

                  X

                  X

                  2

                  1

                  Note: k = total number of categories in the respective ICF Core Set; † = ICF categories that were ignored in the ranking because the Brief and Comprehensive ICF Core Sets for CWP contain them on the more specific third level; X = included in the particular ICF Core Set (CWP, LBP or depression); * = in the particular ICF Core Set the stated category is included at the next lower (third) or next higher (second) level.

                  Coverage and efficiency ratios

                  Focusing on the more inclusive 25% threshold, the relevant aspects of functioning and environmental factors in CWP reports are represented with a coverage of 29% [54%] and an efficiency of 92% [61%] by the Brief [Comprehensive] ICF-CS for CWP (see Table 4).
                  Table 4

                  Coverage and efficiency ratios of the different ICF Core Sets for the CWP-reports (n = 50) and the two relevance thresholds

                   

                  Number of overlapping categories

                  Coverage ratio (%)

                  Efficiency ratio (%)

                  Relevance threshold ≥ 25% (m = 76)

                  CWP Brief (k = 24)

                  22

                  29

                  92

                  CWP Comprehensive (k = 67)

                  41

                  54

                  61

                  LBP Brief (k = 35)

                  29

                  38

                  83

                  LBP Comprehensive (k = 78)

                  43

                  57

                  55

                  Depression Brief (k = 26†)

                  19

                  25

                  73

                  Depression Comprehensive (k = 90†)

                  43

                  57

                  48

                  CWP + LBP + Depression Brief (k = 53*)

                  37

                  49

                  70

                  CWP + LBP + Depression Comprehensive (k = 131*)

                  62

                  82

                  47

                  Relevance threshold ≥ 50% (m = 37)

                  CWP Brief (k = 24)

                  19

                  51

                  79

                  CWP Comprehensive (k = 67)

                  29

                  78

                  43

                  LBP Brief (k = 35)

                  21

                  57

                  60

                  LBP Comprehensive (k = 78)

                  26

                  70

                  33

                  Depression Brief (k = 26†)

                  14

                  38

                  54

                  Depression Comprehensive (k = 90†)

                  26

                  70

                  29

                  CWP + LBP + Depression Brief (k = 53†*)

                  29

                  78

                  55

                  CWP + LBP + Depression Comprehensive (k = 131†*)

                  36

                  97

                  27

                  Note: m = total number of ranked categories above the respective threshold; k = total number of categories in the respective ICF Core Set; † = categories aggregated on the second level (expect categories only available on the third level in the Comprehensive ICF Core Set); * = adjusted for overlap between the categories of the three ICF Core Sets.

                  When combining the ICF-CS for CWP, LBP and depression, the coverage ratio of the Brief [Comprehensive] ICF-CS was with 49% [82%] substantially higher and the efficiency ratio with 70% [47%] lower compared to the ICF-CS for CWP.

                  Reports with LBP diagnoses

                  Content analysis

                  21,707 units of meaning led to 42,116 (100%) codings. 28,876 (68.6%) represented ICF categories. Of the 13,240 (31.4%) codings not classifiable appropriately with the ICF, 3,111 (7.4%) were labeled as personal factors, 3,322 (7.9%) as not covered, 4,236 (10.1%) as not definable, and 2,571 (6.1%) as health condition.

                  Relevance ranking

                  74 ICF categories passed the 25% and 33 the 50% threshold and were identified as relevant for LBP reports. Table 5 shows if the categories are included in the ICF-CS for LBP, CWP and obesity.
                  Table 5

                  Relative frequency ranking of the ICF categories found in the LBP reports (n = 45)

                  Rank

                  ICF Code

                  ICF Category

                  LBP

                  CWP

                  Obesity

                  Relative Frequency (%)

                  Absolute Frequency

                  Brief (k=35)

                  Compr. (k=78)

                  Brief (k=24)

                  Compr. (k=67)

                  Brief (k=8)

                  Compr. (k=109)

                  1

                  b280

                  Sensation of pain

                  X

                  X

                  X

                  X

                  .

                  X

                  100

                  2462

                  2

                  d415

                  Maintaining a body position

                  X

                  X

                  .

                  X

                  .

                  X

                  100

                  289

                  3

                  s760

                  Structure of trunk

                  X

                  X

                  .

                  .

                  .

                  X

                  98

                  958

                  4

                  b710

                  Mobility of joint functions

                  X

                  X

                  .

                  X

                  .

                  X

                  98

                  490

                  5

                  d850

                  Remunerative employment

                  X

                  X

                  X

                  X

                  .

                  X

                  91

                  325

                  6

                  b730

                  Muscle power functions

                  X

                  X

                  X

                  X

                  .

                  .

                  91

                  192

                  7

                  b270

                  Sensory functions related to temperature and other stimuli

                  .

                  .

                  .

                  X

                  .

                  .

                  87

                  260

                  8

                  d450

                  Walking

                  X

                  X

                  X

                  X

                  X

                  X

                  87

                  158

                  9

                  b735

                  Muscle tone functions

                  X

                  X

                  .

                  X

                  .

                  .

                  87

                  119

                  10

                  b134

                  Sleep functions

                  X

                  X

                  X

                  X

                  .

                  X

                  84

                  157

                  11

                  d430

                  Lifting and carrying objects

                  X

                  X

                  X

                  X

                  .

                  X

                  84

                  151

                  12

                  d570

                  Looking after one’s health

                  .

                  X

                  .

                  X

                  X

                  X

                  82

                  122

                  13

                  b152

                  Emotional functions

                  X

                  X

                  X

                  X

                  .

                  X

                  80

                  446

                  14

                  b126

                  Temperament and personality functions

                  .

                  X

                  .

                  X

                  .

                  X

                  80

                  335

                  15

                  b130

                  Energy and drive functions

                  X

                  X

                  X

                  X

                  X

                  X

                  80

                  277

                  16

                  d410

                  Changing basic body position

                  X

                  X

                  .

                  X

                  .

                  X

                  80

                  111

                  17

                  e110

                  Products or substances for personal consumption

                  X

                  X

                  X*

                  X*

                  X

                  X

                  78

                  188

                  18

                  e580

                  Health services, systems and policies

                  X

                  X

                  .

                  X

                  .

                  X

                  76

                  101

                  19

                  e310

                  Immediate family

                  X

                  X

                  X

                  X

                  X

                  X

                  73

                  171

                  20

                  b435

                  Immunological system functions

                  .

                  .

                  .

                  .

                  .

                  X

                  71

                  171

                  21

                  e570

                  Social security services, systems and policies

                  X

                  X

                  X

                  X

                  .

                  X

                  69

                  97

                  22

                  s750

                  Structure of lower extremity

                  .

                  X

                  .

                  .

                  .

                  X

                  64

                  275

                  23

                  b530

                  Weight maintenance functions

                  .

                  .

                  .

                  .

                  X

                  X

                  64

                  81

                  24

                  e165

                  Assets

                  .

                  .

                  .

                  .

                  .

                  .

                  64

                  57

                  25

                  b160

                  Thought functions

                  .

                  .

                  X*

                  X*

                  .

                  .

                  62

                  202

                  26

                  d240

                  Handling stress and other psychological demands

                  X

                  X

                  X

                  X

                  X

                  X

                  62

                  137

                  27

                  d920

                  Recreation and leisure

                  .

                  X

                  X

                  X

                  .

                  X

                  62

                  73

                  28

                  d230

                  Carrying out daily routine

                  .

                  .

                  X

                  X

                  .

                  .

                  60

                  90

                  29

                  b420

                  Blood pressure functions

                  .

                  .

                  .

                  .

                  .

                  X

                  60

                  40

                  30

                  d870

                  Economic self-sufficiency

                  .

                  .

                  .

                  .

                  .

                  X

                  58

                  55

                  31

                  d760

                  Family relationships

                  X

                  X

                  X

                  X

                  .

                  X

                  56

                  64

                  32

                  d845

                  Acquiring, keeping and terminating a job

                  X

                  X

                  .

                  X

                  .

                  X

                  53

                  40

                  33

                  b455

                  Exercise tolerance functions

                  X

                  X

                  X

                  X

                  .

                  X

                  51

                  57

                  34

                  s720

                  Structure of shoulder region

                  .

                  .

                  .

                  .

                  .

                  .

                  49

                  48

                  35

                  e225

                  Climate

                  .

                  X

                  .

                  .

                  .

                  X

                  47

                  52

                  36

                  d445

                  Hand and arm use

                  .

                  X

                  .

                  .

                  .

                  .

                  44

                  49

                  37

                  b750

                  Motor reflex functions

                  .

                  X

                  .

                  .

                  .

                  .

                  44

                  43

                  38

                  d750

                  Informal social relationships

                  .

                  .

                  .

                  .

                  .

                  X

                  44

                  38

                  39

                  d455

                  Moving around

                  .

                  X

                  .

                  X

                  X

                  X

                  42

                  38

                  40

                  d770

                  Intimate relationships

                  .

                  X

                  X

                  X

                  .

                  X

                  42

                  35

                  41

                  b147

                  Psychomotor functions

                  .

                  .

                  X

                  X

                  .

                  .

                  40

                  60

                  42

                  b770

                  Gait pattern functions

                  .

                  X

                  .

                  .

                  .

                  .

                  40

                  42

                  43

                  b144

                  Memory functions

                  .

                  .

                  .

                  .

                  .

                  .

                  38

                  61

                  44

                  e565

                  Economic services, systems and policies

                  .

                  .

                  .

                  .

                  .

                  .

                  38

                  44

                  45

                  d440

                  Fine hand use

                  .

                  .

                  .

                  .

                  .

                  .

                  36

                  50

                  46

                  b140

                  Attention functions

                  .

                  .

                  .

                  X

                  .

                  .

                  36

                  49

                  47

                  e245

                  Time-related changes

                  .

                  .

                  .

                  .

                  .

                  .

                  36

                  35

                  48

                  s740

                  Structure of pelvic region

                  .

                  X

                  .

                  .

                  .

                  .

                  36

                  34

                  49

                  b415

                  Blood vessel functions

                  .

                  .

                  .

                  .

                  .

                  X

                  36

                  28

                  50

                  d350

                  Conversation

                  .

                  .

                  .

                  .

                  .

                  .

                  36

                  25

                  51

                  b810

                  Protective functions of the skin

                  .

                  .

                  .

                  .

                  .

                  .

                  36

                  22

                  52

                  s120

                  Spinal cord and related structures

                  X

                  X

                  .

                  .

                  .

                  .

                  33

                  37

                  53

                  b620

                  Urination functions

                  .

                  X

                  .

                  .

                  .

                  X

                  33

                  25

                  54

                  s730

                  Structure of upper extremity

                  .

                  .

                  .

                  .

                  .

                  .

                  31

                  72

                  55

                  b240

                  Sensations associated with hearing and vestibular functions

                  .

                  .

                  .

                  .

                  .

                  .

                  31

                  37

                  56

                  d160

                  Focusing attention

                  .

                  .

                  .

                  X

                  .

                  .

                  31

                  35

                  57

                  d640

                  Doing housework

                  X

                  X

                  X

                  X

                  .

                  X

                  31

                  30

                  58

                  d475

                  Driving

                  .

                  X

                  .

                  X

                  .

                  X

                  31

                  29

                  59

                  d540

                  Dressing

                  X

                  X

                  .

                  X

                  .

                  X

                  31

                  27

                  60

                  b755

                  Involuntary movement reaction functions

                  .

                  .

                  .

                  .

                  .

                  .

                  31

                  27

                  61

                  b715

                  Stability of joint functions

                  X

                  X

                  .

                  .

                  .

                  .

                  31

                  26

                  62

                  d720

                  Complex interpersonal interactions

                  .

                  .

                  .

                  X

                  .

                  .

                  31

                  24

                  63

                  e325

                  Acquaintances, peers, colleagues, neighbours and community members

                  .

                  X

                  .

                  X

                  .

                  X

                  31

                  22

                  64

                  b525

                  Defecation functions

                  .

                  .

                  .

                  .

                  .

                  .

                  31

                  20

                  65

                  e315

                  Extended family

                  .

                  .

                  .

                  .

                  .

                  .

                  29

                  26

                  66

                  e115

                  Products and technology for personal use in daily living

                  .

                  .

                  .

                  .

                  .

                  X

                  29

                  21

                  67

                  b535

                  Sensations associated with the digestive system

                  .

                  .

                  .

                  .

                  .

                  X

                  27

                  30

                  68

                  e410

                  Individual attitudes of immediate family members

                  X

                  X

                  X

                  X

                  .

                  X

                  27

                  25

                  69

                  b460

                  Sensations associated with cardiovascular and respiratory functions

                  .

                  .

                  .

                  .

                  .

                  .

                  27

                  24

                  70

                  b780

                  Sensations related to muscles and movement functions

                  .

                  X

                  .

                  X

                  .

                  .

                  27

                  23

                  71

                  b740

                  Muscle endurance functions

                  X

                  X

                  .

                  X

                  .

                  .

                  27

                  19

                  72

                  e430

                  Individual attitudes of people in positions of authority

                  .

                  .

                  .

                  X

                  .

                  .

                  27

                  18

                  73

                  b640

                  Sexual functions

                  .

                  X

                  .

                  X

                  .

                  X

                  27

                  15

                  74

                  d166

                  Reading

                  .

                  .

                  .

                  .

                  .

                  .

                  27

                  15

                  75

                  e120

                  Products and technology for personal indoor and outdoor mobility and transportation

                  .

                  X

                  .

                  .

                  .

                  X

                  24

                  62

                  76

                  b164

                  Higher-level cognitive functions

                  .

                  .

                  .

                  X

                  .

                  .

                  24

                  43

                  77

                  e510

                  Services, systems and policies for the production of consumer goods

                  .

                  .

                  .

                  .

                  .

                  X

                  24

                  26

                  78

                  b110

                  Consciousness functions

                  .

                  .

                  .

                  .

                  .

                  .

                  22

                  20

                  79

                  s320

                  Structure of mouth

                  .

                  .

                  .

                  .

                  .

                  .

                  22

                  19

                  80

                  b755

                  Involuntary movement functions

                  .

                  .

                  .

                  .

                  .

                  .

                  22

                  18

                  81

                  d620

                  Acquisition of goods and services

                  .

                  X

                  .

                  X

                  .

                  X

                  22

                  13

                  82

                  s770

                  Additional musculoskeletal structures related to movement

                  X

                  X

                  .

                  X

                  .

                  X

                  22

                  12

                  Ranking of the remaining categories of the Brief ICF Core Sets for LBP, CWP and obesity:

                  89

                  e355

                  Health professionals

                  X

                  X

                  X

                  X

                  .

                  X

                  20

                  11

                  92

                  d859

                  Work and employment, other specified and unspecified

                  X

                  X

                  .

                  .

                  .

                  .

                  18

                  20

                  94

                  e135

                  Products and technology for employment

                  X

                  X

                  .

                  .

                  .

                  .

                  18

                  15

                  103

                  e450

                  Individual attitudes of health professionals

                  X

                  X

                  .

                  X

                  .

                  X

                  16

                  13

                  104

                  b760

                  Control of voluntary movement functions

                  .

                  .

                  X

                  X

                  .

                  .

                  16

                  13

                  105

                  e155

                  Design, construction and building products and technology of buildings for private use

                  X

                  X

                  .

                  .

                  .

                  X

                  16

                  11

                  122

                  e550

                  Legal services, systems and policies

                  X

                  X

                  .

                  .

                  .

                  .

                  11

                  13

                  201

                  d175

                  Solving problems

                  .

                  .

                  X

                  X

                  .

                  .

                  2

                  1

                  -

                  d530

                  Toileting

                  X

                  X

                  .

                  .

                  .

                  X

                  0

                  0

                  Note: k = total number of categories in the respective ICF Core Set; X = included in the particular ICF Core Set (LBP, CWP or obesity); * = in the particular ICF Core Set the stated category is included at the next lower (third) or next higher (second) level.

                  Coverage and efficiency ratios

                  Focusing on the 25% threshold, the relevant aspects of functioning and environmental factors in LBP reports are represented with a coverage of 36% [58%] and an efficiency of 77% [55%] by the Brief [Comprehensive] ICF-CS for LBP (see Table 6).
                  Table 6

                  Coverage and efficiency ratios of the different ICF Core Sets for the LBP-reports (n = 45) and the two relevance thresholds

                   

                  Number of overlapping categories

                  Coverage ratio (%)

                  Efficiency ratio (%)

                  Relevance threshold ≥ 25% (m = 74)

                  LBP Brief (k = 35)

                  27

                  36

                  77

                  LBP Comprehensive (k = 78)

                  43

                  58

                  55

                  CWP Brief (k = 24)

                  21

                  28

                  88

                  CWP Comprehensive (k = 67)

                  41

                  55

                  61

                  Obesity Brief (k = 8)

                  8

                  11

                  100

                  Obesity Comprehensive (k = 108†)

                  41

                  55

                  38

                  LBP + CWP + Obesity Brief (k = 45†*)

                  35

                  47

                  78

                  LBP + CWP + Obesity Comprehensive (k = 143†*)

                  59

                  80

                  41

                  Relevance threshold ≥ 50% (m = 33)

                  LBP Brief (k = 35)

                  21

                  64

                  60

                  LBP Comprehensive (k = 78)

                  25

                  76

                  32

                  CWP Brief (k = 24)

                  17

                  52

                  71

                  CWP Comprehensive (k = 67)

                  26

                  79

                  39

                  Obesity Brief (k = 8)

                  7

                  21

                  88

                  Obesity Comprehensive (k = 108†)

                  27

                  82

                  25

                  LBP + CWP + Obesity Brief (k = 45†*)

                  26

                  79

                  58

                  LBP + CWP + Obesity Comprehensive (k = 143†*)

                  32

                  97

                  22

                  Note: m = total number of ranked categories above the respective threshold; k = total number of categories in the respective ICF Core Set(s); † = categories aggregated on the second level; * = adjusted for overlap between the categories of the three ICF Core Sets.

                  When combining the ICF-CS for CWP, LBP and obesity, the coverage ratio of the Brief [Comprehensive] ICF-CS was with 47% [80%] substantially higher and the efficiency ratio with 78% [41%] lower compared to the ICF-CS for LBP.

                  Discussion

                  We found that the relevant content of medical work capacity evaluations involving CWP and LBP can be captured to a considerable, albeit not perfect, extent by a combination of applicable ICF-CS. The relevant aspects of functioning and environmental factors in the reports were either represented by the ICF-CS for the index conditions (CWP, LBP) or for major co-morbidities (depression, obesity). In both groups of reports and for both relevance thresholds, a combination of the ICF-CS analyzed showed substantially higher coverage ratios than the condition-specific ICF-CS, i.e. they represented the relevant aspects of medical work capacity evaluations involving CWP and LBP to a higher extent. There is, however, a trade-off. Due to the increased number of categories when combining the ICF-CS, the efficiency ratios decreased considerably compared to the condition-specific ICF-CS in most cases.

                  An interesting finding with regard to the medical disciplines involved in the medical reports was that, in fact, psychiatry appeared in both groups of reports as the most frequent discipline. This clearly indicates the relevance of psychiatric assessments for multidisciplinary medical work capacity evaluations of persons with CWP and LBP and is also in line with the finding that a considerable percentage of our medical reports included a co-morbid disorder from the ICD-10 chapter “Mood [affective] disorders”.

                  Overall, our results are in line with previous research in the field which found that the Comprehensive ICF-CS for CWP and LBP have a potential for structuring work capacity assessments [37].

                  Our findings are also in agreement with the recently developed ICF Core Sets for vocational rehabilitation[64] regarding the importance of highlighting the components activities, participation and environmental factors in the context of work and work capacity.

                  Finally, with regard to the generic core set for disability evaluation in social security[32] we feel that its lack of environmental factors may be a potential limitation if one aims for a comprehensive and transparent documentation of a claimant’s work capacity. While the authors argue that environmental aspects are implicitly covered by the participation items, we found in our analysis of medical reports prepared in the context of disability evaluations that a number of environmental factors (e.g. e310 Immediate family; e165 Assets) are explicitly and frequently reported as barriers or facilitators for the claimants (see Tables 3 and 5).

                  Study limitations

                  Our study has some limitations. Our sample only included medical reports in German of the Swiss national disability insurance scheme with an ICD-10-diagnosis for CWP and/or LBP. The results may therefore not be generalizable to other health conditions, nor to other insurance schemes or other countries with different disability evaluation procedures. Future research should involve validation studies which look into the generalizability of our findings.

                  Another limitation was the significant amount of content not appropriately addressed in the current ICF taxonomy. This refers mainly to some specific aspects of functioning related to work capacity (e.g. demanding activities) and to personal factors, which may influence work capacity [65] and could, when explicitly addressed, contribute to more transparent disability evaluations [66]. This limitation could have potentially missed factors critical and relevant to the process of work capacity evaluation which should be taken into account in future research.

                  Finally, one could argue that context-specific ICF-CS relevant to the field of work capacity evaluation, like the ones for vocational rehabilitation or the generic core set for disability evaluation in social security, may have been included in our analysis as well. However, as our sample included medical reports with the index conditions CWP and LBP, we decided to focus rather on condition-specific ICF-CS than on context-specific or generic ones. It might be an issue for further research to determine the extent to which these ICF-CS are representing the content of medical reports of disability claimants.

                  Practical implications

                  Combining ICF-CS (e.g. CWP with LBP and depression, or LBP with CWP and obesity) is a more effective approach for work capacity evaluations involving CWP and LBP than using solely condition-specific ICF-CS. Taken together, the ICF-CS show a potential for guiding comprehensive multidisciplinary assessments. In particular, they could ensure transparency in disability evaluations as well as standardize them in terms of what should be documented. However, efficiency and practicability become problematic when simply combining ICF-CS due to the high number of categories to be assessed. To ensure high coverage and efficiency, a suitable standard for medical work capacity evaluations involving CWP and LBP could include:
                  1. (1)

                    All categories of the Brief ICF-CS for the index conditions and major co-morbidities because Brief ICF-CS are considered as a minimum standard or data set to be reported in different settings so as to enhance comparability [35];

                     
                  2. (2)

                    Those categories of the Comprehensive ICF-CS identified as relevant for the present context;

                     
                  3. (3)

                    Those categories not included in the ICF-CS but identified as relevant for the present context (e.g. b435 Immunological system functions for CWP reports; e165 Assets for LBP reports).

                     

                  Our relevance rankings display the categories which should be included in the standard. To ensure comprehensive evaluations, we recommend to focus on categories above the 25% threshold. Before being applied, however, future research would have to focus on a validation of the categories by experts in the field of work capacity evaluation.

                  Furthermore, the proposed ICF categories are the basis for a transparent documentation of those aspects of functioning which are relevant for a claimant’s work capacity and should be seen as a complement to the claimant’s diagnosis without necessarily having a direct implication on the work capacity decision itself. Whereas the categories can be used as a guideline for the evaluations in terms of what aspects should be documented, they are not addressing the issue of how these aspects should be assessed. This latter problem could be approached by assigning existing validated rating instruments to the suggested ICF categories.

                  Last but not least, it is important to emphasize that aspects of functioning which refer to the unique individual experience of a claimant, but are not necessarily addressed by the abovementioned ICF categories, should be considered in addition as complementary source of information to provide a comprehensive picture of the claimant.

                  Conclusions

                  The relevant content of medical work capacity evaluations involving CWP and LBP can be represented to a considerable extent by a combination of the ICF-CS for the index conditions and major co-morbidities. A suitable approach for a standardized documentation of the evaluations and for enhancing their transparency could consist of the Brief ICF-CS, augmented by additional ICF categories relevant for this particular context. Aspects not appropriately addressed in the current ICF taxonomy, such as personal factors, should be specified and eventually incorporated in such a standard as well. In addition, the unique individual experiences of claimants have to be taken into account in order to assess work capacity comprehensively.

                  Declarations

                  Acknowledgments

                  We thank Jerome Bickenbach, Alarcos Cieza and Reuben Escorpizo for critical revisions to the manuscript. We also thank Heinrich Gall and Wolfgang Segerer for their support in preparing the database, and Cristina Bostan for her statistical expertise. We thank Katharina Karl for her support in linking the information of the medical reports, and Alarcos Cieza, Niklaus Gyr and Yvonne Bollag for their guidance and support in the planning, coordination and preparation of the study. This study was funded by Swiss Paraplegic Research (SPF) and the Academy of Swiss Insurance Medicine (asim).

                  Authors’ Affiliations

                  (1)
                  Swiss Paraplegic Research (SPF)
                  (2)
                  asim, Academy of Swiss Insurance Medicine, University Hospital Basel
                  (3)
                  Department of Applied Social Sciences, University of Applied Sciences Munich
                  (4)
                  Department of Health Sciences and Health Policy, University of Lucerne and SPF

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                  This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://​creativecommons.​org/​licenses/​by/​2.​0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.