Factors impacting the illness trajectory of post-infectious fatigue syndrome: a qualitative study of adults’ experiences
BMC Public Health volume 17, Article number: 952 (2017)
Post-infectious fatigue syndrome (PIFS), also known as post-viral fatigue syndrome, is a complex condition resulting in physical, cognitive, emotional, neurological, vocational and/or role performance disabilities in varying degrees that changes over time. The needs for health care resources are high, and costly, as is the economic burden on the affected individuals. Many factors may impact the trajectory, and frequently PIFS develops into a chronic condition. Health professionals lack understanding and knowledge, which results in delayed diagnosis, lack of recognition, appropriate treatment, support and practical help. The aim of our study was to explore, from the perspective of persons who had lived with PIFS for four years following an outbreak of Giardia l. induced enteritis, factors that may have impacted their illness trajectory and how these factors had played a role during different phases.
In this retrospective exploratory qualitative study a group of 26 affected adults between 26 and 59 years old were selected for in-depth interviews. A maximum variation sample was recruited from a physician-diagnosed cohort of persons with PIFS enrolled at a tertiary outpatient fatigue clinic. The interviews were audio-recorded, transcribed verbatim and subjected to qualitative content analysis.
Unhelpful and helpful factors were associated with the healthcare system, health professionals and the affected persons were experienced as having an impact on the trajectory. External impacting factors which are related to the health care system, providers and the social security system are misdiagnosis, trivialization of symptoms, unhelpful advice, delayed diagnosis and lack of appropriate help. Internal impacting factors related to the affected individuals were lack of knowledge, overestimating functional capacity, assuming the condition will pass, ignoring body signals and denial. A model of impacting factors in each phase of the trajectory is presented.
Unmet needs may result in unnecessary disability and high societal and personal costs. Enhanced knowledge of impacting factors in each phase of the trajectory may contribute to more timely and tailored health care services and less use of health services. Increased functional capacity, improved health and ability to work or study may reduce the societal costs and the economic burden for the affected individuals.
An outbreak of Giardia lamblia-induced enteritis occurred in Bergen City, Norway, during the summer and fall of 2004 because of contaminated public drinking water  subsequently attributed to a leakage in a sewer pipe and an insufficient purification process . Following the acknowledgement of the outbreak, people were instructed to boil the tap water before drinking it and take precautions. The outbreak was acknowledged by the local public health authorities, the National Institute of Health, the Municipality of Bergen City and the Water Work that supplied the water. In addition, the municipality’s insurance company got involved. An evaluation report of the outbreak was issued by the Norwegian Food Administration in 2006 . Some of the persons infected subsequently developed chronic fatigue syndrome . In this study, we explore the experiences of living with this condition 4 years following the outbreak.
People around the world suffer from post-infectious fatigue syndrome (PIFS) [3,4,5], also termed post-viral fatigue syndrome (PVFS)  or myalgic encephalomyelitis (ME) described following outbreaks  and used in the international consensus criteria with reference to infectious onsets . No case definitions for PIFS exist. In the case definition used to diagnose the affected persons, the term chronic fatigue syndrome (CFS) is used . However, the term PIFS will be used here because the study sample had a confirmed infectious onset.
Because Giardia l. is not endemic in Norway , the knowledge among health professionals was low and the parasite not routinely tested for. In Norway, the population is covered by a national health care system funded by taxes. Thus everyone has access to a wide range of health services.
Many developed tiredness or severe fatigue in the aftermath of the infection, making them more or less disabled. Infectious onset is known [8, 10], but the aetiology remains unclear. A loss of 50% or more of pre-illness functional level is required to meet diagnostic criteria, as well as profound fatigue lasting for more than 6 months Fukuda 1994 . Lack of energy and stamina, post-exertional neuroimmune exhaustion (PEM), easy fatigability, sleep abnormalities, immunological dysfunction and neurological and autonomic complaints are prominent features . A range of abnormalities are underlying this condition, among them are decreased cerebral oxygen and blood volume/flow [12, 13], lower body venous pooling , impaired delivery of oxygen to muscles , delayed restitution period , orthostatic intolerance  and exercise intolerance . Currently, no curative treatments are available. Thus, affected persons are left with symptom alleviation and having to learn how to manage their symptoms . Complete recovery is rare as less than 5% of individuals recover to pre-illness functional level . PIFS has a greater impact on functional status measured by disease specific norm scores on SF-36 Short Form compared with other diseases such as depression and cancer . Persons with PIFS have lower functional status than persons with HIV , rheumatoid arthritis , end stage of kidney failure and heart disease . They are also more functionally disabled than persons with multiple sclerosis (MS) . Only terminally ill people with cancer or stroke have functional scores similar to persons with PIFS . Minor exertions, whether physical, cognitive or emotional, may provoke increased fatigue, symptom exacerbation and functional decline . A significant increase in functional capacity is rare [26, 27], thus PIFS results in substantial reduction in quality of life . Globally, millions of people are affected; the prevalence rates are in the range of 0.20%–0.42% [28, 29].
The economic impact on society is substantial  and includes loss of employment and productivity that amounts to millions of pounds in the UK . In addition, in the US, more than 18 billion dollars are spent annually for direct health care costs (hospital admissions and out-patient visits, prescription drugs, medical examinations), indirect costs (disability benefits, lost productivity, informal care)  and to reduced income tax revenue . Annual national loss of household productivity due to PIFS in the US is greater than in nervous system disorders . The impact on the affected individuals is substantial as well [32, 35], because the personal consequences encompass escalating health care costs, user charges, loss of income for themselves and their household, reduced standard of living, huge out of pocket expenses , low educational attainment and lower lifetime earnings . The percentage of participants unemployed at baseline varies between 27%- 65%, and the number returning to work at follow-up ranges from 8 to 52% . The prognosis of returning to work is poor ; thus, the reduced functional ability in professional life is substantial [36, 37]. The percentage of individuals living on disability benefits ranges from 25%- 42% [38, 39] and many are dependent on significant others for financial support . Because 90–95% of adults remain chronically ill , the multitude and magnitude of the suffering, losses and costs for the affected persons, their families and society, this condition constitutes an important public health issue .
To reduce the societal and personal impact, we need not only knowledge of the fatigue experience itself , but also what factors impact PIFS in the first years of the illness trajectory. Models may enable health care providers to better understand how PIFS progresses over time and the ill persons’ own reactions to live with it . Models may also help the health care services to deliver improved care, thereby contributing to faster recovery, increased functioning and, hopefully, regaining pre-illness study and work capacity. Few studies have explored trajectory models. Fennell Phase Inventory (FPI), a four-staged model of coping with the condition, comprises life domains such as cultural, physiological, psychological, social and work performance . The model tries to clarify the fluctuating condition and the totality of the illness experience. Ware’s  sociosomatic model defines the affected person’s illness as a social experience and is based on the assumption that bodily distress is a result of embodied social problems that are expressed as physical complaints. Whitehead’s  trajectory model of three illness-constructed narratives comprises the quest, chaos and restitution phases. These narratives are used to understand the affected person’s illness experience in different phases. However, these models have not explored how the illness and disability trajectory evolves over time during a natural course of the condition following a confirmed infection. Thus, the authors have previously proposed a model of disability trajectory (PIFSDM) consisting of five phases: prodromal, downward, transition, upward and chronic . This model outlines the phases and changes in illness severity and different disabilities over time.
International Classification of Function (ICF) defines disability as “the outcome or result of a complex relationship between an individual’s health condition and personal factors, and the external factors that represent the circumstances in which the individual lives” (p.23) . Disability is the lack of or reduced ability to uphold normal financial, vocational and personal standards due to various impairments . The aims of disability management are situational adjustment and behavioural change, but persons with disabilities face barriers in accessing health, social and rehabilitation services .
One significant barrier may be a lack of knowledge of how different factors impact each phase of the trajectory. When factors influencing the trajectory have been identified, this knowledge may serve as a tool for assessment and treatment, making it possible to plan and implement tailored treatment programs. This may increase functional ability and optimize health for the affected individuals, reduce barriers and costs to society and improve health care services. To our knowledge there are no studies focusing on the role of impacting factors during a trajectory spanning 4 years. Thus, there is a need for a more complete picture of factors that impact PIFS over time. The aim of our study is to explore, from the perspective of persons with PIFS, factors that affected their illness trajectory and how these factors may have played a role during each phase of the trajectory.
A retrospective exploratory qualitative design was used to elicit the personal experiences of persons with PIFS [49, 50]. In-depth interviews were conducted for data collection  and inductive qualitative content analysis was employed to avoid preconceived categories .
Recruitment and description of the sample
According to the Norwegian Prescription Database, about 2500 people fell ill with a gastrointestinal infection caused by the parasite Giardia lamblia during the summer and fall of 2004 . The public water supplying half of Bergen City, Norway, had been contaminated by a parasite not endemic in Norway. Giardia l. parasites induce enteritis, which causes foul-smelling stools, diarrhoea, weight loss, stomach cramps and bloating . Among those with Giardia duodenalis infection many developed post-infectious irritable bowel syndrome (PI-IBS) , and a minor group developed severe post-infectious fatigue . Ninety-four individuals suffering from tiredness and severe fatigue were referred to the Neurology Outpatient Clinic at Haukeland University Hospital from August 2005 to September 2007 . A neurologist with long term experience with this condition assessed the referred persons, of whom 58 Caucasians of ethnic Norwegian origin  received the diagnosis PIFS according to Fukuda 1994 criteria . This group of 58 persons is termed the ‘total Giardia PIFS cohort’. All in this cohort had laboratory-confirmed Giardia l. parasites in their stool during the outbreak. Consent forms, questionnaires and request for participation were mailed from the clinic to the total Giardia PIFS cohort. Background information included functional level  [see Additional file 1], signs and symptoms questionnaire  [see Additional file 2], socioeconomic and demographic variables and employment/study status. Seventy-six percent (44 persons) of the total Giardia PIFS cohort returned the questionnaires. From this group of respondents, we selected 26 participants for this qualitative interview study. A maximum variation sample  was chosen on the basis of differences in background variables such as age, gender, education level, income, marital status, number of symptoms, study/work status and functional disability. Nineteen females and seven males were contacted for an in-depth interview. All of them completed the study. Prior to the Giardia d. infection, all participants had been working or studying full time. None had irritable bowel syndrome (IBS) complaints prior to the Giardia infection. Sample characteristics are presented in Table 1.
The participants were retrospectively asked to complete Bell’s Disability Scale  [see Additional file 2]. This scale grades the severity of disability on a 10-point grading scale ranging from 100 to 0. 100 = no symptoms with exercise, normal overall activity, able to work or do house/home work full time with no difficulty. 0 = severe symptoms on a continuous basis, bed ridden constantly, unable to care for self.
All of the interviews were conducted by the first author and took place 4 years after the Giardia outbreak. The in-depth interviews lasted one to 2 hours (with a mean of 1.5 h), and the aim was to elicit the participants’ experiences of the four-year long illness trajectory. The opening question was ‘Please, tell me about your illness trajectory and factors that impacted this from the time you fell ill with Giardia infection and until today.’ Prompts were used to further explore their experiences regarding factors that impacted the trajectory, see the interview guide [see Additional file 3].
As a first step , the transcripts were repeatedly read to get an understanding of (a) how the illness/disability trajectory evolved, (b) contextual factors associated with the health care services, the health care providers and the social security system and (c) factors related to the participants themselves that may have impacted the illness trajectory and the participants’ own experiences of it. During this first step we noted a phased trajectory and a variety of potential impacting factors that seemed to be associated with each of the phases. Content analysis is a method of reducing large amount of qualitative data , and after reading the full transcripts we used NVivo  to extract all material pertaining to the research questions, including the trajectory and impacting factors before we continued the analysis . To avoid pre-conceived categories , we undertook a manual inductive analysis of the extracted material as our second step . Meaning units were sentences and passages . Notes and open codes were written in the margins to obtain a preliminary coding frame [58, 60]. During this first open coding cycle , freely emerging meaning units were assigned descriptive code labels (Table 2).
The open codes were subjected to categorization during the second coding cycle [52, 61] as coded meaning units were grouped into meaningful categories and sub-categories. Coded data were assigned to mutually exclusive categories. In order to reflect the participants’ experiences, we revised categories and sub-categories several times to identify a meaningful pattern . The main category ‘illness trajectory’ was divided into five subcategories labelled prodromal, downward, turning, upward and chronic. The main category, ‘impacting factors’, was divided into four sub-categories labelled (a) helpful medically-related, (b) unhelpful medically-related, (c) helpful internal and (d) unhelpful internal. An example of how raw data was categorized is found in Table 3. The different phases of the illness trajectory are described in detail elsewhere .
In Table 4, we present an example of codes that were assigned to two of the sub-categories of impacting factors.
Measures taken to reduce researcher bias and enhance trustworthiness are presented according to the five criteria in the framework of Guba and Lincoln [49, 62]. (1) Credibility refers to the extent to which the results are trustworthy enough to be taken into account . A sample larger than usually recommended [57, 63] was used to elicit broad and rich accounts of illness from persons with first-hand experiences . Face-to-face interviews were conducted at a different outpatient clinic at the university hospital rather than the one at which the individuals received treatment. The open and unstructured interview and interactive approach  provided the opportunity for the participants to speak freely  in their own logic and in their own terms  without having any expectations of pre-determined response categories . An interview guide was available to ensure that the participants’ accounts contained experiences in the same areas that pertained to the research questions. The guide included issues identified in previous research and from the first author’s clinical encounters with PIFS. When the few first few interviews were read and interpreted, we noted that the fluctuating illness/disability trajectory and impacting factors showed an iterative pattern. Saturation was reached since no new concepts, impacting factors or pattern emerged after reading and interpreting most of the interviews . The data material amounted to several hundred pages yielding a rich source for understanding what factors impacted the trajectory .
(2) Dependability refers to how reliable the findings are . To establish rapport, trust and facilitate the dialogues, the interviews were conducted in a conversation-like manner . The interviewer strove to have an open mind, to be an attentive listener and to avoid too much interference . The accuracy of data was secured in different ways: (a) unfamiliar dialect words or idioms were asked to be explained or elaborated: (b) unclear statements were rephrased and the participants asked to clarify: (c) the interviews were audiotaped and transcribed verbatim and (d) the audio-recordings and transcripts were checked for consistency by the first author . To extract data pertaining to the trajectory and impacting factors we used NVivo software , which made it easy to create memos and annotations and to track back to raw data. Field notes, methodological, analytical and ethical reflections were recorded in a reflective journal the same day as the interview took place . The reflexive journal  also kept track of the study regarding considerations, decisions made and the rationale behind them. The first author’s perceptions regarding the culture and context surrounding the diagnosis, the topic and persons with this condition were reflected upon and written down to reveal the preconceptions before participant enrolment . The preconceptions, either from personal experience, discipline-based or from clinical work, that emerged from this endeavour were acknowledged, reflected upon throughout the study and recorded in the reflexive journal . Self-critical and analytical reflections regarding researcher skills, potential role conflicts and the risk of losing the analytic researcher positioning were recorded and acted upon in the research team.
(3) Confirmability refers to the accuracy of data and interpretation . The first and third author read the interviews and manually coded the extracted text independently. In order to secure coding consistency, interpretive disagreements of meaning units, codes, categories and sub-categories were discussed until agreement was reached . A draft of the result section was read by the third author who endorsed the interpretation and findings. All three researchers agreed on the final findings and how to interpret the information provided by the participants. The first author is a registered nurse who has gained extensive personal experience and has more than a decade of professional experience with persons affected by this condition by working as a long time lecturer for group-based education courses at different hospitals in another health region in the country. The second author is an established and experienced researcher in the field, whereas the third author has extensive research experience in other medical conditions and some experience with research on post-infectious fatigue syndrome.
To check findings from the in-depth interviews, we used method triangulation . In addition to in-depth interviews, we used Bell’s Disability Scale [see Additional file 1] to ensure confirmability regarding the evolvement of the trajectory. The participants’ own illness accounts corroborated their self-rated functional level at different points in time. To demonstrate the link between raw data, interpretation and content of each subcategory, multiple quotes from various participants are included in the result section [65, 68].
(4) Transferability refers to the question of whether the findings in our study may be transferred to other contexts . A detailed description of design, sample, recruitment, data collection, analysis and context/culture is provided . In addition, to help judge whether our findings would be applicable in other contexts, groups or points in time, our detailed presentation of the findings may be helpful. It is, however, the reader’s own decision to make judgements about the transferability of our findings .
(5) Authenticity refers to the issue of whether our findings represent the authentic realities experienced by our participants . Multiple voices and different experiences of functional ability levels and impacting factors in all phases of the trajectory are presented. To demonstrate that multiple realities are presented and captured in our understanding and interpretation of the explored phenomenon, we have included quotes from several participants in each category.
All parts of this study adhered to the principles of the Declaration of Helsinki . Approvals are stated in the Declarations section. To avoid compromising their identity, each participant was assigned an ID number, and all information regarding identity was removed from the data material. The persons included consented in writing to voluntary participate in our study. Since only selected persons from the total Giardia PIFS cohort could participate in this qualitative study, the selecting procedure was described in the request letter. Every participant was informed in the letter about the study’s purpose and the right to withdraw at any time without consequences and this was repeated orally before commencement of the interview.
Interviewing vulnerable persons may trigger painful emotional reactions. When crying spells occurred in a few participants, they were asked if they wanted to terminate the interview. However, they orally renewed their consent to continue  as they wished to complete their story of living with the condition. Persons with PIFS may experience symptom flare-ups following any kind of exertion, have a low capacity limit and can become easily fatigued . To reduce harm and minimize any inconvenience the interview room was dimly lit and quiet, and the interviewees sat in a recliner with foot stool and were offered light refreshments during the interview.
The participants experienced a five-phased illness trajectory: prodromal, downward, turning, upward and chronic phase . Here we present impacting factors during the illness trajectory, organized into external/internal and helpful/unhelpful impacting factors for each phase, as experienced and described by the participants. External factors are associated with the health care system, the social security system, health care providers and society, whereas internal impacting factors are related to the participants themselves.
Impacting factors associated with the prodromal phase
Unhelpful medically-related external factors
The participants blamed the Municipality of Bergen City for becoming severely ill:
I was infected by Giardia and have received the diagnosis [post-infectious] ME… caused by Bergen Municipality [because of insufficient purified public drinking water] (P6).
Because Giardia duodenalis is uncommon in Norway, and only a few cases of imported cases occur yearly , health care providers were inexperienced and lacked knowledge. Many participants felt that their general practitioners (GPs) trivialized their symptoms. The following is a sample statement: ‘“I think I’ve got Giardia.” [The GP:] “No! Absolutely not! You haven’t.” Like [my complaints] was a typical female [thing]’ (P19). When full health was not regained as expected, the GPs related their symptoms to stress, psychological problems or other causes: ‘I went to see the GP, and he assumed I suffered from eating disorder, which I of course didn’t do’ (P8). Lack of knowledge among GPs and their tendency to not take the symptoms seriously caused a prolonged time to reach diagnosis. Participants waited as long as ‘Three months untreated’ (P2). This caused unnecessary long-lasting enteritis that may have contributed to higher symptom burden and a decline in functional ability.
Individuals with Giardia l. infection had been followed up by the Department of Medicine, as many of them suffered from tiredness and irritable bowel syndrome. A few with suspected PIFS were referred by a gastroenterologist to the Neurology Outpatient Clinic. However, there seemed to be a lack of a well-functioning referral system between the hospital departments:
Yes. I’ve got this irritable bowel. They found this out [at Dep. of Med.]. No, it’s really through the media that I found out that there were several others that struggled with the fatigue. No, [none at the hospital told me about referral to the Outpatient Neurology Clinic]. I even asked the medical staff at the Department of Medicine if [the fatigue] could be another problem. It took quite a few years before I was referred to a neurologist because of the fatigue (P4).
A few GPs made a referral to the clinic after being pushed by the ill persons themselves: ‘I asked my GP to refer me [to the fatigue outpatient clinic] because I had heard about the neurologist’ (P21). Some participants referred themselves by contacting the clinic, whereas others needed help from family members to do it. One participant stated: ‘My father called the neurologist’ (P19).
Some participants feared they were seriously ill and needed urgent medical care, but they no longer had faith in their GPs. The GPs lack of knowledge and failure to take their clients seriously created an atmosphere of distrust and a strained medical encounter, which only added to the participants’ emotional burden:
I was afraid that there was some... vital organs began to fail or... I felt extremely sick. So I said, “Just forget the emergency room and forget my doctor. Just call directly to the hospital. Call the neurological department and get me admitted. And just forget my GP, because now we have tried so much with her.” Actually I had mentioned [the neurologist] to my GP earlier as I knew there was a person who worked with [fatigued persons], but the GP replied: “You will not gain access there. It’s no use in trying to be examined by him.” Imagine how it was to receive such a message from your own GP! The neurologist phoned me after a few days and had booked an appointment… a tremendous relief (P19).
Unhelpful internal factors
At first, the gastrointestinal problems and tiredness were experienced by the participants as symptoms of a common infection that occurs among individuals from time to time. The participants did not understand what was wrong with them, and some of them also related it to stress. They made statements like: ‘I didn’t know what it was… thought it was a nervous stomach… but I didn’t feel stressed’ (P2), or ‘[I] thought it was other factors’ (P16). As the participants thought the infection would pass by itself, they pushed themselves to continue working or studying, with a negative result as they experienced a deterioration of their health, expressed by one participant as: ‘What I’ve done… hasn’t been wise’ (P3).
Impacting factors associated with the downward phase
External treatment-related factors, external societal moral expectations and internal impacting factors seemed be associated with the downward phase.
Unhelpful treatment-related external factors
Seemingly, the GPs did not listen attentively to catch the difference between fatigue and depression or understand the participants’ complaints. Thus, several GPs confused the profound fatigue with depression, eating disorder, burnout, or psychological problems. Misdiagnosis in some cases resulted in unhelpful treatment with antidepressants that made some participants worse. One participant said, ‘The GP told me: “You’re depressed... called hidden depression.” She prescribed antidepressants to me that made me extremely much worse’ (P19).
As mentioned above, many participants experienced emotionally strained relationships with their GPs: ‘The doctor threw me out, wouldn’t have me as her patient: “I’m asking you to find another doctor”. And I’d seen her for three years’ (P10).
Some participants or their caregivers came to realize the diagnosis through newspapers or a television program before meeting with their GPs. Diagnostic delay of PIFS seemed unhelpful: ‘I should have known what was wrong with me at an earlier stage. I would have made other choices. This probably made me worse’ (P26).
As GPs seemed to lack knowledge of PIFS, it made it difficult for them to handle the situation appropriately. PIFS was ‘An enigma to the GP’ (P16). Commonly, GPs recommended more physical activity. This proved unhelpful, as the participants experienced that an increase in activity only resulted in increased disability and symptom flare-up: ‘It was completely wrong [to exercise], but my doctor was so fiercely determined about it,’ one participant said. The GP forced me to go for walks… [and I] ended in bed for one week with terrible pain’ (P19).
Because of lack of appropriate medical advice, the participants tried to do their best on their own. As they were not in control of their condition, they did not know when to stop doing things that made them worse, and this also seemed to contribute to the downward trajectory. The participants were afraid that the way they had managed their condition would harm them ‘for the rest of [their] lives’ (P10).
For shorter or longer periods, some participants experienced being in need of help, but the lack of practical and/or financial help from the public health care system, the social security system (Norwegian Labour and Welfare Organization) or the Municipality’s insurance company may have contributed to symptom flare-up, relapses and further functional decline as the participants felt they did not have enough opportunities to rest and restore their energy level:
[If I had received help] maybe I didn’t have to push myself and had avoided the tough decline (P7); I had a desperate need for rest (P24); I’ve made wrong choices by trying to maintain work. I’ve had no choice [because of poor economy] (P10); If I had been given child care assistance at once, this wouldn’t have taken so long (P11).
Unhelpful external societal moral expectations
Twenty-four of the 26 participants did not experience embarrassment by being ill with PIFS: They said, ‘No, no. no, it’s not embarrassing, it’s frustrating’ (P25). However, many of the participants experienced embarrassment and humiliation connected with their disabilities such as cognitive impairment, easy fatigability and lack of energy and stamina when failing to meet other people’s socially grounded expectations:
I have such a fear that… when amongst other people, if someone would ask me about something, I can’t provide an answer. Periodically I was like that at home too. It was problematic for me to walk to the mailbox. Imagine if I meet someone who talks to me… who wants to ask me questions (P7); I had to excuse myself all the time because my abilities did not suffice (p10).
The invisibility of PIFS was experienced as embarrassing and emotionally draining as some participants thought other people looked at them as lazy persons who did not want to contribute to society:
Yes… it’s so invisible, apparently I look normal. You feel that people may think that you might be a little bit… listless, a little unenterprising… I’ve had that feeling, especially in the beginning (P24).
The participants wanted to live up to the societal moral values and expectations of being hard-working, reliable colleagues and productive individuals. However, complying with these social values seemed unattainable at this stage. They pushed themselves at the expense of their own health and were drained of energy to the extent that they could not spend time with their family or work:
I don’t think it’s the right thing to be on sick leave… it’s about keeping one’s honour intact. You don’t want to overload your colleagues. I tried to [endure at work], but had to take more sick leave. I spent all [my strength at work]; nothing was left for [the spouse] or the children (P24).
Unhelpful internal factors
The participants did not realize that they were suffering from a serious medical condition and continued to manage their lives with PIFS in the same way they had in their prior healthy life. Working or studying as in pre-illness life made them more and more fatigued and increasingly functionally disabled. They did not understand why they continued to deteriorate: ‘I don’t understand it myself’ (P16).
The fatigue and fatigability in PIFS was experienced as something else than tiredness in ordinary life: ‘[T]here’s a huge difference between being tired and fatigued’ (P26). However, it took a long time before they realized that the fatigue and concomitant symptoms were signs of a medical condition: ‘I didn’t define myself as sick before I couldn’t go out of bed’ (P8).
Although the participants were cured of their Giardia d. infection, they continued to feel that something was wrong with their bodies, as they experienced numerous unpredictable fluctuating symptoms that were difficult to understand. All the participants were overwhelmed, experienced a sense of chaos and were unable to comprehend what was going on:
I’ve hardly grasped this, no logic… symptoms… It’s not like you have this today and that tomorrow, or you have all at once, because it alternates. It can be everything in one day or it can be something else the next day. And the severity varies considerably, and it can vary within a day, and it can vary within a week… and it’s related to activity… and it does not help to think positively, that’s not enough. It hasn’t been in a way that I could say that this is cause or effect… not been in a way that I can predict anything (P9).
During the first years, the participants tried hard to live as they had in their healthy lives: ‘I fought and fought… tried insanely hard [to live my old life]’ (P16). They thought more physical activity was a solution for their increasing fatigue: ‘I started exercising... maybe that was the solution... if you exercise, you get more energy’ (P4), they thought, but this did not work. Some expressed that they had put their life on hold and just were waiting to wake up one morning as healthy so they could go on with their former life. Some said: ‘I have in a way put [my life] on hold’ (P13). Denial and lack of acceptance seemed to delay improvement:
I refused to believe it. I denied it and I know that I almost still deny it. So I kept on working until it no longer was possible… [only] lying on the couch and in bed (P8); I’ve never accepted being sick (P20).
The self governed the body in a fight to regain the pre-illness life and pushed the body to perform as expected when healthy:
Before [I got ill] I knew exactly what the body could provide. [Then, when I got this] I lost my autonomy [and control] over the [body’s capacity to perform on demand] (P1); [I]t’s gone beyond what I can control, no influence on it (P16).
As the participants had not learned how much their ill body could provide in terms of energy to perform as expected, they overestimated their capacity limit, both at work, when studying or in their personal life, resulting in crashes and reduced functional ability:
I hadn’t learned to stop in time… years passed with crash after crash (P26); Yes, I pushed myself so hard that I ended up in hospital (P16).
The participants sought to find different explanations for their suffering: ‘I tried to find reasonable explanations based on [earlier] experiences’ (P23). Since they lacked knowledge, they used their ‘old’ experiences and coping strategies to deal with their new challenges.
During the downward phase, the participants had still not learned by trial and error that increases in symptom severity and worsening of fatigue were warning signals of the body’s capacity limit. Thus the body’s physical, cognitive and emotional signals were ignored, ‘There were clear signs, easy to overlook’ (P1).
The participants seemed to lack or have a reduced cognitive capacity and ability to reflect on their own needs for help or assistance because of fatigue, energy loss and cognitive impairment:
I haven’t really reflected on my needs… don’t even know what the health care system can offer (P20); I was so ill that I didn’t think… failed to reflect (P7).
Impacting factors associated with the turning phase
Unhelpful external factors
The time to reach the PIFS diagnosis ranged from four months to four years (median one year and seven months), and the participants received little or no appropriate information from health professionals prior to receiving their PIFS diagnosis:
Not many [health care providers] have knowledge of this. Never heard anything about [post-infectious] ME, that this has been a distinct diagnosis (P17); [The] diagnosis I didn’t receive before March  (P20).
Helpful external factors
When the diagnosis was provided, it was possible for the participants to get some explanation and understanding of their condition. From the neurologist, they received medical advice on how to deal with PIFS:
[The] pieces came together. It felt good to receive [the diagnosis and] guidelines telling you that you should actually take it easy, listen to your body and include rest periods and do things gradually… doesn’t help to push it. I really needed that message (P9); Yes, when I got diagnosed it was actually a relief (P4).
Helpful internal factors
During the turning phase, the participants realized that the relationship between body and self had to change, and that they had to listen to what their body signals were trying to tell them, ‘I haven’t listened to them, probably the reason for the situation I’m in now’ (P20). The time had come to let the body take charge. When the body took control, they experienced that they were able to find out how much their body could perform without provoking symptom flare-ups or hampering improvement:
If I pushed a little too hard… very unwise. Yes, [my desires and driving forces have been much stronger than the body’s capacity], that’s how I see it. I’ve probably pushed my body too much all the time (P13).
In this phase the participants realized they could no longer keep up with their pre-illness lifestyle, but had to change how they perceived their condition. This engendered a process of recognition and acceptance: ‘I’ve had to really go into myself. I’ve realized that I’m sick. I’ve started thinking like that. Pretending to be healthy, when you are not, is not working’ (P13).
The first years without control over their own bodies and lives posed a great challenge, but, during the turning phase, the participants began working with themselves to regain control:
I looked at how I could work with myself as a project. I see new avenues. The most important is that I accept to be in a phase where I build myself up again (P3); I’ve more control. Now I’ve to do this, now I’ve to that (P11).
The participants realized that lifestyle changes were necessary, including taking time off, resting more, changing their focus from others’ needs to their own, being laid back and finding a harmony between the body and self. In other words, they started to care for themselves:
[It] just suddenly turned when I started teaming with myself (P3); In retrospect I see that… recharge… is an important key factor. I daren’t think of the consequences if I had just continued as I did (P16).
Impacting factors associated with the upward phase
Unhelpful internal factors
When improvement occurred and the energy level increased the participants experienced getting better and wanted to do more. As everyone had a strong wish to regain normalcy − that is, their pre-illness lifestyle − the participants continued to overestimate their capacity. When they overexerted themselves they experienced relapses, increased disability and symptom flare-ups that lasted for days, weeks or months. The upward phase was characterised by a pattern of improvement and setbacks:
That’s obviously what I’m doing [overestimating my own physical capacity]. I see the fact that I do it in everyday life too, because I feel very much better. Yeah [easy to overdo], especially now, it’s very easy to overdo (PT13).
Helpful internal factors
The participants regained some control through trial and error learning which made them realize that pushing themselves beyond their body’s limit drained them of their energy and made them worse. Thus they gradually became better at setting limits:
I’ve become good at saying no and setting limits... don’t wear myself out to satisfy other people’s need (P18); I’ve to be very rigorous, stingy regarding what I spend the energy on (P26).
After years of trial and error, the participants started noticing the body’s warning signals in order to find out its capacity to avoid or minimize relapses in everyday life:
[By] listening to the body and making the right choices and prioritizations I may come up to a level that I can be satisfied with, it’s a key to continue to get better than I’m today (P16).
The participants had realized during the turning phase that the way they had handled the situation during the downward trajectory was inappropriate. When they received the PIFS diagnosis, they actively started to seek information on how to handle their condition. They looked for information on the internet, in magazines, at support associations’ websites and elsewhere to obtain knowledge about PIFS and how to manage it:
It had been useful with some advice along the way: This is wrong. This you mustn’t do. You should stop. This is right (P10); [I’m] looking for rehabilitation options. Where can you find this or that? It’s a little harder to treat one-self. Self-treatment isn’t always as easy. It’s nice to have someone who can support (P2).
During the turning phase they had realized that their personal, professional and social activity level prior to the Giardia l. infection had become counterproductive because it increased their symptom burden and resulted in a severe decline in their abilities to function in all life domains. Thus, in the upward phase they began to modify their lifestyles and develop self-management strategies. Their focus of attention had shifted from the outer world − that is, on satisfying other people’s needs and complying with moral societal expectations − towards themselves and their own needs. They worked at coming to terms with being ill and determining how they could take care of themselves in order to regain health. Since the participants wanted to get better, they had to focus on themselves. This required them to lower the demands they put on themselves and let their own needs take priority over societal moral values:
At my sister’s I gave this message: “Enough is enough! I’ve to lie down on the couch.” I begin to learn that I’ve to pay a little more attention to my body (P20); We can tolerate that it does not necessarily have to be perfectly clean (P18).
Planning ahead, prioritizing, having pre-emptive rest, rest breaks, and post-exertional rests contributed to fewer incidents of crossing the capacity limit, more predictability and subsequent increased functional level for most of the participants:
[I] take a nap in the afternoon before I’m going to meet some friends to endure a bit longer (P20); I’ve had to prioritize as tough as nails, become more critical of what I spend efforts and time on and whom I spend time with (P9).
The participants experienced that by making changes in their daily lives, adapting to their situations and channelling their energy in a more conscious way prevented stressful situations and facilitated a better balance between rest and activity:
That helped me… pacing… self-management... energy conservation (P2); [I’m] better at resting. I improve faster (P21).
The participants experienced that acquiring help and taking actions to lower their energy expenditure, including home help or child care assistance, moving to a more easily maintained living facility or more quiet surroundings and withdrawal from energy draining commitments, facilitated the opportunity to rest more. Therefore, they experienced an improvement in their functional level:
I had much more help… a great improvement (P24); I [moved] to an apartment with all facilities… close to the shops (P23).
All the participants were forced to reduce their activity levels to facilitate improvement, but how much depended on how severely affected they were. Those who were working realized they worked too much and either reduced working hours, changed to less strenuous jobs or stopped working. The students either reduced hours of studying per day, read far less than before, switched to more easy study subjects, skipped exams, and/or took leave or dropped out:
50%... a temporary job, much easier, less physically demanding than my ordinary job (P13); [I] study only four hours… read much less, switched to more easy study subjects (P16).
Impacting factors associated with the chronic phase
Unhelpful external factors
Many participants still experienced lack of support from the health care system and the social security system to obtain welfare benefits, or they struggled with poor economy and to get compensation from Bergen Municipality’s insurance company, ‘I can’t trust them’ (P2). A common refrain was, ‘Yes, it’s difficult to access help… requires very hard work… causes very much frustration’ (P2). Poor economy and the fight to obtain benefits was a very energy draining emotional burden that seemed to hamper improvement.
Helpful external factors
The participants had been followed up by an interdisciplinary team at the Neurology Outpatient Clinic after being diagnosed with PIFS, and the GPs had learned more along the way. In the fall of 2007 the hospital organized an educational course that was delivered in five sessions for the cohort of persons with PIFS. For various reasons, not everyone attended, but many found that learning from other persons in the in the PIFS cohort was helpful with regard to mastering their own challenges and learning how they could improve their own health:
What I learned most from was meeting with other people in my situation so that I could talk to them [and exchange experiences] (P6); I think some of the sessions were very helpful (P26).
Unhelpful internal factors
The loss of their prior lifestyle and functional ability provoked common reactive psychological worries. In addition, they still found it challenging to find their activity limit, thus there was still a risk for overdoing, even after four years:
I do too much, at work too, because of [an economic] need. I see how I go back to the old pattern again when I start feeling better, that’s probably very risky (P13).
Lack of energy and stamina, easy fatigability and high symptom burden made the participants feel older than they actually were. This coupled with a strained economic situation, was experienced as scary and emotionally draining:
I feel old prematurely... live like a loner, like an old lady. I feel like an octogenarian in a forty years old body. Everything hurts, stiff, weak… before I was very physically fit and climbed on walls and ran upstairs and carried things. That’s over. I’m so scared when I go from here… everything hurts… you are thinking, living like you are supposed to do when you are in your eighties. I feel like I’m drained. I feel like my body has gone through a huge process of... as if my body has been inside of a dishwasher for several years, or inside a dryer, [and] that my body has been thrown around, and nerves have been on edge (P10).
Many still suffered from IBS complaints. Some symptoms had abated, whilst others experienced the same symptom burden, or had become worse again:
The recent weeks have been the best in a long time (P4); I’ve become weaker and weaker than I’ve been the last years, much more fatigued… like a zombie at home (P29); Stomach pain, diarrhoea and sweating all day… the body trembles, headache and the stomach growls, flatulence (P20).
The experiences of being severely incapacitated, having a poor economy and lacking financial support from the social security system or insurance company made participants force themselves to work to provide for themselves and their offspring. This made their everyday very emotionally challenging, drained them of energy and seemed to be counterproductive in regard to improvement of health:
I have no social life… a limited quality of life, to say the least. What should I do? What is right? But I have not ... I can stop working, I might lie down, but I have no one that puts bread on the table for me and my daughter the next day [if I don’t have income]. What do I do then? Will the Child Protection Services take my daughter away? (P10).
The participants trying to maintain full-time work needed longer and longer sick leaves. Those who tried hardest to keep going exhausted the body more and more and eventually dropped completely out of work or studies. Others were able to work or study part time, less than 50%.
I’m on disability benefits (P20); Now it’s fifty-fifty for me when I’m working 50%… 50% welfare benefits (P26); I’m much better… at school six hours every day, max (P16).
How much the participants had improved their functional level during the natural course of four years varied a great deal as a few had hardly or only slightly improved whilst some had improved markedly, and a few had experienced a new decline. However, none of the participants had regained pre-illness health or functional level.
Despite a high symptom burden, the participants were not pre-occupied with attributing symptoms to a physical cause as they already were aware that their symptoms emerged in the wake of an objectively confirmed infectious disease.
Helpful internal factors
With proper diagnosis, education and years of experiential trial and error learning, the participants were more competent and confident in managing their daily lives. Listening to their bodies and adapting to their needs increased their functional capacity. With increased energy levels, the intolerances to sensory stimuli abated to varying degrees, and the participants were able to more or less take part in social life, see friends and enjoy cultural events, with a few exceptions: ‘The social life with concerts and theatre, and cinema and lots of people, I’ve had to put on hold. I feel a bit like I’m heading back now, and that’s very good’ (P14).
Most participants had improved their cognitive abilities, but this had not happened to everyone. As one individual said, ‘I have no memory. What happened last week, it’s gone’ (17).
Despite being ill for four years, being more or less unable to function and having a limited quality of life, the participants had an optimistic view of their future, wanted to get better, and had a strong wish to become productive individuals and optimize their potential for a higher functional level or becoming healthy again: ‘I hope I'll still get better’ (P16). However, some had no social life, and many were uncertain about the future as they were aware of the risk of relapses:
I’ve no social life [today]… Life will never be as before. I might have done something wrong and will be damaged for the rest of my life, and the quality of life will be limited, but I want to maintain hope (P10).
The self and the body were more in balance, as the participants had improved their abilities to set limits and use self-management strategies: ‘I take very small steps at a time. [I’ve] been burned so many times that I’m not betting more than that’ (PT17).
The participants’ retrospectively self-rated ability to function
As mentioned previously, the participants scored their functioning retrospectively by Bell’s Disability Scale before becoming ill, at nadir and twice during the upward phase. The downward trend comprises both the prodromal phase and the downward phase of PIFS, i.e. from being healthy in the spring of 2004 until the nadir of the disability trajectory. The transition between the phases was not distinct but overlapped. In this qualitative study, our intention is not to present correlational statistics but to present descriptive statistics of median sample scores (Figure 1) and examples of individual scores (Figure 2) as complimentary means of visualizing the trajectory. In both figures, the downward trend comprises both the prodromal and downward phases. The point in time, when the ability to function in daily life reached its nadir, differed among the participants. Because the nadir occurred sometime between 2004 and 2007, it cannot be specified in the figures.
Pre-illness, the spring of 2004, the median sample score was 100, and this is in agreement with background data. The nadir median sample score was 20. This reflected moderate to severe symptoms at rest, inability to perform strenuous activity, expected overall activity levels of 30–50%, inability to leave the house except rarely, bed confinement for most of the day and inability to concentrate for more than one hour a day. The median sample score in the fall of 2007 and prior to the interviews in 2008 was 40, which reflected moderate symptoms at rest, moderate to severe symptoms with exercise activity, overall expected activity level of 50–70%, no home confinement, inability to perform strenuous duties, ability to perform light duty/desk work 3–4 h a day and rest period requirements.
The participants’ own scores displayed individual disability trajectories. To visualize differences in trajectories, and therefore different disability levels at different phases, the trajectories of the most and least severely disabled participants plus two in between, are presented (Figure 2).
If the participants experienced relapse, they regressed for a while. Some participants hardly improved their functional level, whereas others improved but later experienced a new decline in ability to function. The participants’ accounts revealed many factors that they felt impacted their illness course and fluctuating disability level, either unhelpful or helpful. None of the participants regained pre-illness functional level.
The aim of our study was to explore experiential factors impacting each phase of a four-year long illness trajectory. Lay people who fall ill with a new and serious condition such as PIFS, lack knowledge and skills to manage their new condition. Thus, they need to rely on the health care system for adequate help to prevent or limit the consequences and be provided with proper advice and treatment to facilitate improvement in health and functional ability. However, our findings suggest that when the participants struggled hardest to cope with increasing disabilities during the downward phase, they received unhelpful or counterproductive advice from health care providers and lack of medical and financial support. This combination may have contributed to the severe downward trajectory that the participants experienced.
As early diagnosis is assumed to improve prognosis , a delayed diagnosis and treatment of Giardia l. enteritis  and a delayed PIFS diagnosis and education about the condition kept the participants ill and untreated for a prolonged time with potential harmful consequences, such as avoidable severe decline in health and ability to function. Other external unhelpful impacting factors identified in our study have also been found previously. These include strained medical encounters , misdiagnosis , GPs uncomfortable making a diagnosis , experience of disbelief, lack of knowledge and medical support and psychologizing of symptoms , unsupportive GPs [46, 76], being let down by the health professions  and poor communication with health care providers . Our findings of context-specific experiences are in line with previous qualitative studies .
During the downward phase, the participants were overwhelmed by their situation and lacked the ability to reflect on their own needs . Thus, it took them a long time to accept being seriously ill and recognize that keeping up with their pre-illness lifestyles was counterproductive and that they had not handled their situations appropriately. Their needs for help, whether practical, financial or educational, had not been taken seriously, nor adequately provided for. Because they had no prior experience with PIFS and lacked support from their GPs and a medical framework provided by the diagnosis, the participants were unable to interpret their illness experience and cope with it in a health promoting way. Instead, they interpreted their new challenges through the lens of being healthy. Using coping strategies from pre-illness life showed to be maladaptive during this phase of the trajectory . Our findings of internal unhelpful impacting factors are consistent with previous studies; they include being in denial , or overwhelmed , feeling insecure , trying to fight the condition off , feeling guided by moral values [83, 84] and disruption of the self and the body , reacting emotionally , returning too early to work and taking insufficient time to recuperate . The negative impact on the downward trajectory was doubled as unhelpful internal factors and maladaptive coping strategies  only added to the unhelpful external factors.
During the turning phase, the participants started to accept that they were ill and recognized the importance of adapting to their needs. With the interpretive framework grounded in the diagnosis, helpful advice, practical help, medical and financial support and education, the participants were able to manage their new life in a more adaptive way. Acquiring knowledge is important to regain control  and reduce feelings of chaos and insecurity . In line with our findings, important internal factors during the improvement phase were keeping the energy expenditure lower than the perceived energy at any given day , setting limits and planning activities , pacing to avoid symptom exacerbation , getting sufficient rest, monitoring activities, making lifestyle adjustments, occupational shift, reduction in social life , and adaptation to the fluctuating symptoms . Consistent with previous findings, the participants in our study were more confident in managing their condition and its limitations in the chronic phase and used more adaptive coping strategies .
Demographic characteristics such age, gender and education in our study are consistent with previous samples [1, 87, 91] and did not seem to have a significant impact. A similar pattern of impacting factors was identified during the phases of the illness trajectory in all of the interviews. However, the ability to function varied among them, and some were more affected by impacting factors than others.
Acceptance is crucial , as is access to practical aids, home help, adapting the housing situations , gaining insight into PIFS  and having a sense of control  to facilitate improvement in functional ability. However, contextual elements such as lack of proper health services, lack of referral system and time- and energy-consuming difficulties with the social security system and the municipality’s insurance company imposed a significant emotional burden on these severely ill persons, draining them of energy that could be used in a more health-promoting way. A strained economic situation due to the inability to work, difficulties obtaining benefits and economic support were unhelpful and hampered improvement. Without financial means, some individuals were forced to work or to work too much, and were unable to pay for home help, childcare assistance, physiotherapy or psychological services needed to help them deal with their reactive psychological challenges. Other contextual elements were lack of knowledge among health care providers and no established system for taking care of persons with PIFS.
Unhelpful internal impacting factors played an important role, but these impacting factors could have been significantly reduced if an appropriate health care system, medical care and support systems had been in place. Helpful external impacting factors came too late and were insufficient, resulting in a prolonged period during which unhelpful internal impacting factors played a significant role. Impacting factors played an important part during the four-year long illness duration, but it is impossible to know to what extent the experienced impacting factors influenced the symptom severity and the disability level in each phase, as symptom severity and disability trajectory are influenced by underlying pathological mechanisms in various body systems .
Models as tool for assessment and treatment planning
In this study we propose a new model of external and internal factors that either impact positively or negatively in each phase of the illness/disability trajectory. This model may enhance the understanding of the fluctuating trajectory and make it possible to identify which phase a person with PIFS is located in, to assess factors that impact the person and to tailor the treatment in accordance with impacting factors. Our model may function as a robust lens to understand how the illness and the impacting factors change over time as the affected persons learn to live with their chronic condition. In example, there is empirical evidence for phases of coping identified by Fennel’s Phase Inventory [92, 93]. As well as dynamic changes in coping, there are also dynamic changes in our proposed model of impacting factors.
Fennel’s  coping model revealed negative internal impacting factors such as denial, the fight to continue with pre-illness lifestyle and external negative factors such as misinterpretation of symptoms, trivialization of symptoms, stigma and societal moral values. Whitehead’s  model of constructed illness phases identifies one positive impacting external factor: receiving diagnosis is important to reduce the emotional burden. Negative external factors were unsupportive GPs, the struggle to obtain a diagnosis and the contested view of the condition. Positive factors were information-seeking to find out how to improve health, changing lifestyle, setting limits and adjusting workload. In Ware’s  model of social illness course negative impacting factors included poor economic situations, moral work ethics, stigma and positive factors included shifting to easier jobs, working less hours during the week and setting limits and prioritizing tasks.
Contrary to the findings by Fennel’s , Ware’s  and others , the feeling of stigma attached to the diagnosis of PIFS only played a small part in this study. However, several participants experienced embarrassment due to various disabilities. The reason for this may be that the participants were part of a healthy group that had fallen ill by drinking contaminated public water, an emergent public health issue, thus they were not to be blamed for the reason to contract the Giardia l. infection.
Although the aforementioned models have reported some negative and positive impacting factors found in our model, the impacting factors have not been organized into positive and negative external and internal factors in a structural framework. In our framework we present impacting factors that are associated with different phases of the trajectory. We also present findings of retrospective self-rated trajectory by using Bell’s Disability Scale , and these findings of ability to function at different points in time confirm the participants’ accounts of their illness course and help to visualize the fluctuating character. This scale may assist in monitoring the trajectory. Our previously proposed disability model of PIFS (PIFSDM) , the models of Fennel , Ware , Whitehead  and the proposed model of impacting factors in PIFS (PIFSIM) during a four-year long trajectory, presented here, may be seen as complementary means to understand the evolving condition and facilitate clinical observations and help planning treatment in accordance with the needs of each phase. All models are flexible and take into account the relapsing and remitting nature of the condition. Persons with PIFS need respect and empathy from health professionals and help to rebuild their lives , in addition to improved services and support .
Implications for practice, education and research
Most health care providers in clinical practice have little or no knowledge of PIFS and do not feel confident in making the diagnosis or deciding how to treat persons with this condition. Enhanced knowledge among professionals who encounter this group may increase awareness of the seriousness of PIFS, the fact that it may follow various infections, how the trajectory unfolds and impacting factors associated with different phases. A better understanding of the condition may contribute to more accurate assessments of symptoms and functional ability and facilitate planning and organizing of appropriate health services. Individually tailored treatments and support services may be more health-promoting, effective and less costly. Educated health care providers would likely provide better quality of care in order to enhance the functional levels of affected individuals and reduce the use of health care resources. Lack of knowledge suggests a need for inclusion of PIFS (or post-infectious ME) in the curriculum at all levels of health care education. The proposed model of impacting factors has to be interpreted with caution, however. Our findings need to be replicated in other populations with this condition. Future research might be directed at evaluating what interventions are most appropriate in each phase of this condition to find out which ones will have the most helpful effect on reducing the downward trend, facilitating the improvement process and increasing the ability to function.
Strengths and limitations
The strengths of our study are open-ended interviews of persons with first-hand experiences, a well-defined maximum variation sample and a confirmed infectious onset. We do not draw any conclusions about causality between the Giardia l. infection and PIFS because this is outside the scope of a qualitative interview study. Besides, the pathophysiological process from contracting an infection to development of PIFS is still unknown. Our interview sample is selected from a defined cohort, the total Giardia PIFS cohort. The participants had been provided with the PIFS diagnosis by an experienced neurologist at Haukeland University Hospital, Norway, prior to recruiting the sample and conducting the interviews. In addition, the outbreak constituted a public health issue, acknowledged by public health authorities and the Municipality of Bergen City. Our study has several limitations. Aspects associated with a number of impacting factors may have been left out. Several participants reported memory gaps, and as our study is retrospective, our findings are therefore vulnerable to recall bias. None were bedridden or housebound at enrolment, but had been during the time of their lowest functional level. As our sample was recruited from a tertiary clinic, the findings may not necessarily reflect experiences of population-based samples. Our sample had an infectious onset, giardia duodenalis, and may deviate from samples wherein PIFS was contracted following exposure to other infectious agents. The findings may not be applicable to all affected persons or other populations with gradual onset without a confirmed infection because this condition is considered heterogeneous. However, our findings may be transferable to other populations of post-infectious syndrome because many of our findings are consistent with previous research.
The participants experienced several impacting factors, whether external, internal, helpful or unhelpful, associated with each of the five illness phases. The participants expressed several unhelpful internal factors that impacted the downward phases, and these made them make unhelpful or potential harmful decisions on how to manage their illness. The downward phases are critical periods of time, and the combination of unhelpful internal impacting factors coupled with the unhelpful external impacting factors related to the health and social care system, the social security system (Norwegian Labour and Welfare Service) and the municipality’s insurance company during this time, may have had a negative impact, resulting in an unnecessary severe disability and prolonged time of being severely disabled. Helpful internal factors such as acceptance and years of trial and error learning contributed to a turning phase and made the participants take more control during the upward phases. Poor economy was experienced as a negative impacting factor hampering improvement. Both practical and financial support was experienced as critical factors, because this made it possible for the affected persons to rest enough to regain energy and increase their functional abilities.
The health care system, including the specialist and GP services, and the social security system, had more or less failed, despite the fact that internal and external impacting factors during the illness trajectory have been known for many years. The participants’ experiences of unhelpful professional attitudes, in addition to lack of knowledge and support, suggest a significant potential for improvement regarding care, treatment, education and assistance. There is a need for better cooperation between individuals with PIFS, the health care providers and the social security system. If more appropriate health care services and other support systems had been in place earlier, adapted to each illness phase, the illness trajectory and severity may have had a more favourable outcome. Insufficient or faulty health care services may pose a burden on both the individual and society, in terms of severe disability, lost productivity and inefficient and unnecessary costly health care services.
Enhanced knowledge may change health care providers’ attitudes to persons with PIFS in a positive direction and contribute to improved and flexible health and social services, and other support systems. Our presented model of impacting factors associated with a five-phased trajectory of PIFS may provide a tool to develop more tailor-made health care and other services during the different phases that ultimately may lower costs to the individual and society.
Chronic fatigue syndrome
Fennel Phase Inventory
- Giardia d:
- Giardia l :
Irritable bowel syndrome
International classification of function
Post-infectious fatigue syndrome
Post-infectious fatigue syndrome disability model
Post-infectious model of impacting factors
Post-infectious irritable bowel syndrome
Post-viral fatigue syndrome
Nygård K, Schimmer B, Sobstad O, Walde A, Tveit I, Langeland N, et al. A large community outbreak of waterborne giardiasis - delayed detection in a non-endemic urban area. BMC Public Health. 2006;6:141.
Eikebrokk B, Gjerstad KO, Hindal S, Johanson G, Røstum J, Rytter E. The Giardia outbreak in Bergen - Fall 2004. Report of the Independent Evaluation Committee [in Norwegian]. SINTEF Trondheim/Oslo/Bergen/Stavanger. 2006. http://www.sintef.com/globalassets/upload/teknologi_og_samfunn/sikkerhet-og-palitelighet/rapporter/sluttrapporten-giardia.pdf. Accessed 4 July 2017.
Naess H, Nyland M, Hausken T, Follestad I, Nyland H. Chronic fatigue syndrome after Giardia enteritis: clinical characteristics, disability and long-term sickness absence. BMC Gastroenterol. 2012;12:13.
Hickie I, Davenport T, Wakefield D, Vollmer-Conna U, Cameron B, Vernon SD, et al. Post-infective and chronic fatigue syndromes precipitated by viral and non- viral pathogens: prospective cohort study. BMJ. 2006;333:575.
Hickie I, Davenport T, Vernon SD, Nisenbaum R, Reeves WC, Hadzi-Pavlovic D, et al. Are chronic fatigue and chronic fatigue syndrome valid clinical entities across countries and health-care settings? Aust N Z J Psychiatry. 2009;43:25–35.
Behan P, Behan W, Bell E. The postviral fatigue syndrome--an analysis of the findings in 50 cases. J Inf Secur. 1985;10:211–22.
Hyde BM. A bibliography of M.E./CFS epidemics. In: Hyde BM, Goldstein JA, Levine PH, editors. The clinical and scientific basis of Myalgic encephalomyelitis/chronic fatigue syndrome. Ottawa, ON: The Nightingale Research Foundation; 1992. p. 176-186.
Carruthers BM, van de Sande MI, De Meirleir KL, Klimas NG, Broderick G, Mitchell T, et al. Myalgic encephalomyelitis: international consensus criteria. J Intern Med. 2011;270:327–38.
Fukuda K, Straus SE, Hickie I, Sharpe MC, Dobbins JG, Komaroff A. The chronic fatigue syndrome: a comprehensive approach to its definition and study. International chronic fatigue syndrome study group. Ann Intern Med. 1994;121:953–9.
Underhill RA. Myalgic encephalomyelitis, chronic fatigue syndrome: an infectious disease. Medical Hypoth. 2015;85:765–73.
Carruthers B, Jain A, De Meirleir K, Peterson D, Klimas N, Lerner A, et al. Myalgic encephalomyelitis/chronic fatigue syndrome: clinical working case definition, diagnostic and treatment protocols. J Chronic Fatigue Syndrome. 2003;11:7–115.
Neary JP, Roberts AD, Leavins N, Harrison MF, Croll JC, Sexsmith JR. Prefrontal cortex oxygenation during incremental exercise in chronic fatigue syndrome. Clin Physiol Funct Imaging. 2008;28:364–72.
Yoshiuchi K, Farkas J, Natelson BH. Patients with chronic fatigue syndrome have reduced absolute cortical blood flow. Clin Physiol Funct Imaging. 2006;26:83–6.
Streeten DH. Role of impaired lower-limb venous innervation in the pathogenesis of the chronic fatigue syndrome. Am J Med Sci. 2001;321:163–7.
Newton DJ, Kennedy G, Chan KKF, Lang CC, Belch JJF, Khan F. Large and small artery endothelial dysfunction in chronic fatigue syndrome. Int J Cardiol. 2012;154:335–6.
Vermeulen RC, Kurk RM, Visser FC, Sluiter W, Scholte HR. Patients with chronic fatigue syndrome performed worse than controls in a controlled repeated exercise study despite a normal oxidative phosphorylation capacity. J Transl Med. 2010;8:93.
Rowe PC, Calkins H. Neurally mediated hypotension and chronic fatigue syndrome. Am J Med. 1998;105:15S–21S.
Goudsmit EM, Ho-Yen DO, Dancey CP. Learning to cope with chronic illness. Efficacy of a multi-component treatment for people with chronic fatigue syndrome. Patient Educ Couns. 2009;77:231–6.
Cairns R, Hotopf M. A systematic review describing the prognosis of chronic fatigue syndrome. Occup Med (Lond). 2005;55:20–31.
Nacul L, Lacerda E, Campion P, Pheby D, Drachler M, Leite J, et al. The functional status and well being of people with myalgic encephalomyelitis/chronic fatigue syndrome and their carers. BMC Public Health. 2011;11:402.
Anderson JS, Ferrans CE. The quality of life of persons with chronic fatigue syndrome. J Nerv Ment Dis. 1997;185:359–67.
Falk Hvidberg M, Brinth LS, Olesen AV, Petersen KD, Ehlers L. The health- related quality of life for patients with myalgic encephalomyelitis / chronic fatigue syndrome (ME/CFS). PLoS One. 2015;10:e01324e21.
Schweitzer R, Kelly B, Foran A, Terry D, Whiting J. Quality of life in chronic fatigue syndrome. Soc Sci Med. 1995;41:1367–72.
Buchwald D, Pearlman T, Umali J, Schmaling K, Katon W. Functional status in patients with chronic fatigue syndrome, other fatiguing illnesses, and healthy individuals. Am J Med. 1996;101:364–70.
Meyer JD, Light AR, Shukla SK, Clevidence D, Yale S, Stegner AJ, et al. Post- exertion malaise in chronic fatigue syndrome: symptoms and gene expression. Fatigue. 2013;1:190–209.
Andersen MM, Permin H, Albrecht F. Nine-year follow-up of Danish chronic fatigue syndrome (CFS) patients’ impact on health, social, vocational, and personal lives. J Chronic Fatigue Syndrome. 2007;14:7–23.
Andersen MM, Permin H, Albrecht F. Illness and disability in Danish chronic fatigue syndrome patients at diagnosis and 5-year follow-up. J Psychosom Res. 2004;56:217–29.
Nacul L, Lacerda E, Pheby D, Campion P, Molokhia M, Fayyaz S, et al. Prevalence of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) in three regions of England: a repeated cross-sectional study in primary care. BMC Med. 2011;9:91.
Jason LA, Richman JA, Rademaker AW, Jordan KM, Plioplys AV, Taylor RR. A community-based study of chronic fatigue syndrome. Arch Intern Med. 1999;159:2129–37.
Lin J-M, Resch S, Brimmer D, Johnson A, Kennedy S, Burstein N, et al. The economic impact of chronic fatigue syndrome in Georgia: direct and indirect costs. Cost Eff Resour Alloc. 2011;9:1.
Collin SM, Crawley E, May MT, Sterne JA, Hollingworth W. The impact of CFS/ME on employment and productivity in the UK: a cross-sectional study based on the CFS/ME national outcomes database. BMC Health Serv Res. 2011;11:217.
Jason L, Benton M, Valentine L, Johnson A, Torres-Harding S. The economic impact of ME/CFS: individual and societal costs. Dyn Med. 2008;7:6.
Lloyd AR, Pender H. The economic impact of chronic fatigue syndrome. Med J Aust. 1992;157:599–601.
Reynolds KJ, Vernon SD, Bouchery E, Reeves WC. The economic impact of chronic fatigue syndrome. Cost Eff Resour Alloc. 2004;2:4.
Sabes-Figuera R, McCrone P, Hurley M, King M, Donaldson A, Ridsdale L. The hidden cost of chronic fatigue to patients and their families. BMC Health Serv res. 2010;10:56.
Barrows DM. Functional capacity evaluations of persons with chronic fatigue immune dysfunction syndrome. Am J Occupl Ther. 1995;49:327–37.
Ross SD, Levine C, Ganz N, Frame D, Estok R, Stone L, et al. Systematic review of the current literature related to disability and chronic fatigue syndrome. AHRQ Evid Rep Technol Assess. 2002. No. 03-E007. http://archive.ahrq.gov/downloads/pub/evidence/pdf/cfsdis/cfsdis.pdf. Accessed 4 July 2017.
Wilson A, Hickie I, Lloyd A, Hadzi-Pavlovic D, Boughton C, Dwyer J, et al. Longitudinal study of outcome of chronic fatigue syndrome. BMJ. 1994;308:756–9.
van der Werf SP, de Vree B, Alberts M, van der Meer JW, Bleijenberg G. Natural course and predicting self-reported improvement in patients with chronic fatigue syndrome with a relatively short illness duration. J Psychosom Res. 2002;53:749–53.
Assefi NP, Coy TV, Uslan D, Smith WR, Buchwald D. Financial, occupational, and personal consequences of disability in patients with chronic fatigue syndrome and fibromyalgia compared to other fatiguing conditions. J Rheumatol. 2003;30:804–8.
Unger ER, Lin JS, Brimmer DJ, Lapp CW, Komaroff AL, Nath A, et al. CDC grand rounds: chronic fatigue syndrome - advancing research and clinical education. MMWR Morb Mortal Wkly Rep. 2016;65:1434–8.
Stormorken E, Jason LA, Kirkevold M. Fatigue in adults with post-infectious fatigue syndrome: a qualitative content analysis. BMC Nurs. 2015;14:64.
Jason LA, Fricano G, Klein SM. Relevance of phase theory to chronic fatigue syndrome. Psychol Educ J. 2003;40:20–6.
Fennell PA. The four progressive stages of the CFS experience. J Chronic Fatigue Syndrome. 1995;1:69–79.
Ware NC. Toward a model of social course in chronic illness: the example of chronic fatigue syndrome. Cult Med Psychiatry. 1999;23:303–31.
Whitehead LC. Quest, chaos and restitution: living with chronic fatigue syndrome/myalgic encephalomyelitis. Soc Sci Med. 2006;62:2236–45.
Stormorken E, Jason LA, Kirkevold M. From good health to illness with post- infectious fatigue syndrome: a qualitative study of adults’ experiences with the illness trajectory. BMC Fam Pract. 2017;18:49.
WHO. International classification of functioning, disability and health (ICF). Geneva: World Health Organization; 2001.
Lincoln YS, Guba EG. Naturalistic inquiry. Newbury Park: Sage; 1985.
Polit DF, Beck CT. Nursing research: generating and assessing evidence for nursing practice. 9th ed. London: Wolters Kluwer/Lippincott Williams & Wilkins; 2012.
Johnson JM. In-depth interviewing. In: Gubrium JF, Holstein JA, editors. Handbook of interview research: context and method. Thousand Oaks: Sage; 2001. p. 103–19.
Hsieh H-F, Shannon SE. Three approaches to qualitative content analysis. Qual Health Res. 2005;15:1277–88.
CDC. Parasites - Giardia. Atlanta: Centers for Disease Control and Prevention; 2014. http://www.cdc.gov/parasites/giardia/. Accessed 4 July 2017.
Mørch K, Hanevik K, Rørtveit G, Wensaas K-A, Eide G, Hausken T, et al. Severity of Giardia infection associated with post-infectious fatigue and abdominal symptoms two years after. BMC Infec Dis. 2009;9:206.
Bell DS. The measurement of disability. In: The doctor's guide to chronic fatigue syndrome. 2nd ed. Massachusetts: Perseus Books; 1995. p. 119–31.
Carruthers B, Jain A, De Meirleir K, Peterson D, Klimas N, Lerner A, et al. Appendix 4: signs and symptoms. J Chronic Fatigue Syndrome. 2003;11:104.
Patton MQ. Qualitative research & evaluation methods. 3rd ed. Thousand Oaks: Sage; 2002.
Schreier M. Qualitative content analysis in practice. London: Sage; 2012.
QSR International. NVivo 10 for windows. Doncaster, Victoria, Australia: QSR International Pty Ltd; 2013.
Elo S, Kyngäs H. The qualitative content analysis process. J Adv Nurs. 2008;62:107–15.
Saldaña J. The coding manual for qualitative researchers. 2nd ed. Thousand Oaks: Sage; 2013.
Lincoln YS. Authenticity criteria. Blackwell Encyclopedia of Sociology. Ritzer G, (ed). Blackwell Publishing; 2007. Blackwell reference online. http://www.blackwellreference.com/subscriber/uid=1268/tocnode.html?id=g9781405124331_chunk_g97814051243317_ss1-76&authstatuscode=202. Accessed 4 July 2017.
Conrad P. The experience of illness: recent and new directions: res soc. Health Care. 1987;6:1–31.
Morse JM, Barrett M, Mayan M, Olson K, Spiers J. Verification strategies for establishing reliability and validity in qualitative research. Int J Qual Meth. 2002;1:13–22.
Elo S, Kääriäinen M, Kanste O, Pölkki T, Utriainen K, Kyngäs H. Qualitative content analysis: a focus on trustworthiness. Sage Open. 2014. https://doi.org/10.1177/2158244014522633. Accessed 12 July 2016.
Rodgers BL, Cowles KV. The qualitative research audit trail: a complex collection of documentation. Res Nurs Health. 1993;16:219–26.
Jootun D, McGhee G, Marland GR. Reflexivity: promoting rigour in qualitative research. Nurs Stand. 2009;23:42–6.
Sandelowski M. Qualitative analysis: what it is and how to begin. Res Nurs Health. 1995;18:371–5.
Graneheim UH, Lundman B. Qualitative content analysis in nursing research: concepts, procedures and measures to achieve trustworthiness. Nurs Educ Today. 2004;24:105–12.
World Medical Association. 64th WMA declaration of Helsinki - ethical principles for medical research involving human subjects. Fortaleza: World Medical Assembly; 2013. https://www.wma.net/policies-post/wma-declaration-of-helsinki-ethical-principles-for-medical-research-involving-human-subjects/. Accessed 4 July 2017
Daymon C, Holloway I. Ethical issues and access to participants. In: Qualitatitive research methods in public relations and marketing communications. 2nd ed. New York: Routledge; 2010. p. 55-76.
Wilson L. Chronic fatigue syndrome and ME Northern Clinical Network. Annual report 2010/11, version 4. Newcastle: National Health System (NHS); 2011.
Åsbring P, Närvänen AL. Ideal versus reality: physicians perspectives on patients with chronic fatigue syndrome (CFS) and fibromyalgia. Soc Sci Med. 2003;57:711–20.
Horton-Salway M. Narrative identities and the management of personal accountability in talk about ME: a discursive psychology approach to illness narrative. J Health Psychol. 2001;6:247–59.
Chew-Graham C, Dowrick C, Wearden A, Richardson V, Peters S. Making the diagnosis of chronic fatigue syndrome/myalgic encephalitis in primary care: a qualitative study. BMC Fam Pract. 2010;11:16.
Hansen AH, Lian OS. How do women with chronic fatigue syndrome/myalgic encphalomyelitis rate quality and coordination of healthcare services? A cross- sectional study BMJ Open. 2016;6:e010277.
Edwards CR, Thompson AR, Blair A. An ‘overwhelming illness’: women's experiences of learning to live with chronic fatigue syndrome/myalgic encephalomyelitis. J Health Psychol. 2007;12:203–14.
Gladwell PW, Pheby D, Rodriguez T, Poland F. Use of an online survey to explore positive and negative outcomes of rehabilitation for people with CFS/ME. Disabil Rehabil. 2014;36:387–94.
Anderson VR, Jason LA, Hlavaty LE, Porter N, Cudia J. A review and meta- synthesis of qualitative studies on myalgic encephalomyelitis/chronic fatigue syndrome. Patient Educ Couns. 2012;86:147–55.
Lipowski ZJ. Physical illness, the individual and the processes. Psychiat Med. 1970;1:91–102.
Reynolds NL, Brown MM, Jason LA. The relationship of Fennell phases to symptoms among patients with chronic fatigue syndrome. Eval Health Prof. 2009;32:264–80.
Pinxsterhuis I, Strand EB, Stormorken E, Sveen U. From chaos and insecurity to understanding and coping: experienced benefits of a group-based education programme for people with chronic fatigue syndrome. Brit J Guid Counsel. 2015;43:463–75.
Ray C, Jefferies S, Weir W, Hayes K, Simon S, Akingbade F, et al. Making sense of chronic fatigue syndrome: patients' accounts of onset. Psychol Health. 1998;13:99–109.
Lombaard A, Mouton J. Chronic fatigue syndrome, the body and the self: a qualitative analysis. S Afr J Psychol. 2005;35:286–307.
Åsbring P, Närvänen AL. Patient power and control: a study of women with uncertain illness trajectories. Qual Health Res. 2004;14:226–40.
Jason LA. Brown M, Brown M, Flores, grant-holler E, et al. energy conservation/envelope theory interventions. Fatigue. 2013;1:27–42.
Jason L, Brown M, Evans M, Anderson V, Lerch A, Brown A, et al. Measuring substantial reductions in functioning in patients with chronic fatigue syndrome. Disabil Rehabil. 2011;33:589–98.
Anderson VR, Jason LA, Hlavaty LE. A qualitative natural history study of ME/CFS in the community. Health Care Women Int. 2014;35:3–26.
Pemberton S, Cox DL. Experiences of daily activity in chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME) and their implications for rehabilitation programmes. Disabil Rehabil. 2014;36:1790–7.
Brown MM, Brown AA, Jason LA. Illness duration and coping style in chronic fatigue syndrome. Psychol Rep. 2010;106:383–93.
Naess H, Sundal E, Myhr KM, Nyland HI. Postinfectious and chronic fatigue syndromes: clinical experience from a tertiary-referral centre in Norway. In Vivo. 2010;24:185–8.
Jason LA, Fennell PA, Taylor RR, Fricano G, Halpert J. An empirical verification of the Fennell phases of the CFS illness. J Chronic Fatigue Syndrome. 2000;6:47–56.
Jason LA, Fennell PA. Klein S, Fricano G, halpert J. An investigation of the different phases of the CFS illness. J Chronic Fatigue Syndrome. 1999;5:35–53.
Green J, Romei J, Natelson BH. Stigma and chronic fatigue syndrome. J Chronic Fatigue Syndrome. 1999;5:63–75.
Drachler M, Leite J, Hooper L, Hong CS, Pheby D, Nacul L, et al. The expressed needs of people with chronic fatigue syndrome/myalgic encephalomyelitis: a systematic review. BMC Public Health. 2009;9:458.
Leite J, Drachler M, Killett A, Kale S, Nacul L, McArthur M, et al. Social support needs for equity in health and social care: a thematic analysis of experiences of people with chronic fatigue syndrome/myalgic encephalomyelitis. Int J Equity Health. 2011;10:46.
We gratefully acknowledge the participants for their willingness to participate in this study and appreciate the support of Professor Harald Nyland and Morten Nyland MSSc, Department of Neurology, Haukeland University Hospital, Norway.
The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: The Norwegian ExtraFoundation for Health and Rehabilitation through EXTRA funds (Grant no. 2010/2/200) and the Department of Clinical Medicine, Faculty of Medicine and Dentistry, University of Bergen, Norway (no grant number received). The funders had no influence on any part of this study.
Availability of data and materials
The data supporting the results of this article are included in the article.
Additional file 1 Bell’s Disability Scale
Additional file 2 Signs and symptoms questionnaire
Additional file 3 The interview guide
Ethics approval and consent to participate
The Regional Committee for Medical and Health Research Ethics West (Reg. no. 227.7) and the Privacy Ombudsman for Research approved the study (Reg. no. 17416). All participants consented in writing to participate in the study.
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Stormorken, E., Jason, L.A. & Kirkevold, M. Factors impacting the illness trajectory of post-infectious fatigue syndrome: a qualitative study of adults’ experiences. BMC Public Health 17, 952 (2017). https://doi.org/10.1186/s12889-017-4968-2