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Table 4 Quality assurance strategies

From: CARRS Surveillance study: design and methods to assess burdens from multiple perspectives

Levels of quality control

Phases

 

Design and planning

Pilot testing

Data collection

Data analysis

 

Critical review of protocols

Fluidity and feasibility of field operations assessed

Monitoring field activities

Audit and evaluate validity of findings prior to publication

Coordinating center

    
 

Common manual of operations for three study sites

   
    

Internal peer reviews prior to publication

 

Coordination of timelines & activities

   

Investigators

Reviewed the design and planning of the study

Results were audited after completion of the pilot

Monitoring

Validity checks

    

Results reviewed

 

Regular steering committee meetings

   

Field Personnel

Extensive training over a period of 7–10 days – theory and practical, field visits and shadowing by the study managers

Evaluated all field and documenting techniques

Random checks, re-training

 
 

Easy-to-carry operations guide provided

   

Survey Questionnaires

Peer-reviewed

Established clarity and face validity in small field sample

Regular checks done to assess completeness

Compromised or inadequately completed questionnaires identify and discard

 

Translated into local languages

   
 

Internal consistency estimates and reliability exercises through review of literature on survey instruments and their published data

   

Measuring Equipment

Centrally procured

Evaluated calibration techniques, acceptability of use in field

Regular calibration of equipment; faulty equipment replaced as and when required

 
 

Central training

   
 

Calibration guidelines and checks developed

   

Specimens

Kits and equipment procured centrally

Evaluated adherence to protocols, labeling, processing, storage and handling

Interim analysis conducted to detect outliers

Random checks done

Samples stored for future investigation

   

External temperature gauge labels to monitor sample temperature

 
    

Compromised samples identify and discard

 

Specific protocols for each biochemical assay was developed

   
 

Extensive training (labeling, handling, storage)

   

Laboratory

Laboratory selected and reference laboratory identified based on National Accreditation Board for Testing and Calibration Laboratories, Department of Science and Technology, Government of India (NABL) or College of American Pathologists, Northfield, IL, USA(CAP) certification

Evaluated procedural fluidity

Internal quality checks and calibration

Assessment of intra- and inter-laboratory coefficients of variation

   

Regular external validation – lyophilized samples from reference laboratory

 
  

Evaluated intra- and inter-laboratory variability

  
  

Analysis conducted to detect outliers

  
 

Internal and external quality assessment protocols and schedule of regularity developed

   

Communication

Reporting structures were established

Agility of transfers assessed

  
 

Data transfer planned

   

Documentation

Checklists and logbooks were maintained

Recording legibility assessed

 

Audit logbooks for response rates and field activity indicators maintained

 

Training in appropriate and legible documentation

   

Data Storage & Confidentiality

Data back-up and protection policies have been established

Accessibility, simplicity and flexibility of software assessed

Locked and password-protected data storage

Datasets de-identified

    

Access to personal identifiers limited

   

Active back-up

 
 

Training of all staff

   

Data Entry

Protocols, consistent data cleaning methods and verification systems were established

Variability assessments conducted

Interim analyses to identify duplicate entries

Reporting on outliers

    

Validity checks

   

Decision log to document issues

 
    

Database errors tracked