Skip to main content

Advertisement

Log in

Measuring the Impact of Diabetes Through Patient Report of Treatment Satisfaction, Productivity and Symptom Experience

  • Published:
Quality of Life Research Aims and scope Submit manuscript

Abstract

Objective: Diabetes is a common, debilitating chronic illness with multiple impacts. The impact on treatment satisfaction, productivity impairment and the symptom experience may be among the most important for patient-reported outcomes. This study developed and validated disease-specific, patient-reported measures for these outcomes that address limitations in currently available measures. Methods: Data was collected from the literature, experts and patients and a conceptual model of the patient-reported impact of diabetes was created. Item pools, based on the conceptual model, were then generated. The items were administered to 991 diabetes patients via a web-based survey to perform item reduction, identify relevant factor structures and assess reliability and validity following an a-priori analysis plan. Results: All validation criteria and hypotheses were met resulting in three new, valid measures: a 21-item Satisfaction Measure (three sub-scales: burden, efficacy and symptoms), a 30-item Symptom Measure and a 14-item Productivity Measure assessing both life and work productivity impairments.Conclusion: This triad of measures captures important components of the multifaceted diabetes patient experience and can be considered as valid, viable options when choosing measures to assess patient-reported outcomes. Addressing these outcomes may assist researchers and clinicians to develop more patient-centered diabetes interventions and care.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Abbreviations

DPM:

Diabetes Productivity Measure

DSM:

Diabetes Symptom Measure

ITAS:

Insulin Treatment Appraisal Scale

MCID:

Minimal Clinically Important Difference

OLS:

Ordinary Least Squares

PAID:

Problem Areas in Diabetes Survey

PRO:

Patient-Reported Outcomes

SAP:

Statistical Analysis Plan

References

  1. P Zimmet KG Alberti J Shaw (2001) ArticleTitleGlobal and societal implications of the diabetes epidemic Nature 414 IssueID6865 782–787 Occurrence Handle10.1038/414782a Occurrence Handle1:CAS:528:DC%2BD38Xhtlymtg%3D%3D Occurrence Handle11742409

    Article  CAS  PubMed  Google Scholar 

  2. H King RE Aubert WH Herman (1998) ArticleTitleGlobal burden of diabetes, 1995–2025: Prevalence, numerical estimates, and projections Diabetes Care 21 IssueID9 1414–1431 Occurrence Handle1:STN:280:DyaK1czpsVyluw%3D%3D Occurrence Handle9727886

    CAS  PubMed  Google Scholar 

  3. JJ Sonnaville Particlede FJ Snoek LP Colly W Deville D Wijkel RJ Heine (1998) ArticleTitleWell-being and symptoms in relation to insulin therapy in type 2 diabetes Diabetes Care 21 IssueID6 919–924 Occurrence Handle9614608

    PubMed  Google Scholar 

  4. WJ Grauw Particlede EH Lisdonk Particlevan de RR Behr WH Gerwen Particlevan HJ Hoogen Particlevan den C Weel Particlevan (1999) ArticleTitleThe impact of type 2 diabetes mellitus on daily functioning Fam Pract 16 IssueID2 133–139 Occurrence Handle10381018

    PubMed  Google Scholar 

  5. JA Cramer (2004) ArticleTitleA systematic review of adherence with medications for diabetes Diabetes Care 27 IssueID5 1218–1224 Occurrence Handle15111553

    PubMed  Google Scholar 

  6. FJ Snoek (2000) ArticleTitleBarriers to good glycaemic control: the patient’s perspective Int J Obes Relat Metab Disord 24 IssueIDSuppl 3 S12–S20 Occurrence Handle11063280

    PubMed  Google Scholar 

  7. G Alberti (2002) ArticleTitleThe DAWN (Diabetes Attitudes Wishes and Needs) study Pract Diabetes Int 19 22–249

    Google Scholar 

  8. G Albrecht J Hoogstraten (1998) ArticleTitleSatisfaction as determination of compliance Commun Dent Oral Epidemiol 26 139–146 Occurrence Handle1:STN:280:DyaK1czgsleitw%3D%3D

    CAS  Google Scholar 

  9. RT Anderson D Marrero SE Skovlund J Cramer S Schwartz (2003) ArticleTitleSelf-reported compliance with insulin injection therapy in subjects with type 1 and 2 diabetes Diabetologia 46 IssueIDSuppl 2 A275

    Google Scholar 

  10. DS Brody SM Miller CE Lerman DG Smith GC Caputo (1989) ArticleTitlePatient perception of involvement in medical care: relationship to illness attitudes and outcomes J Gen Intern Med 4 IssueID6 506–511 Occurrence Handle1:STN:280:By%2BD28zovVE%3D Occurrence Handle2585158

    CAS  PubMed  Google Scholar 

  11. TR Taylor (2000) ArticleTitleUnderstanding the choices that patients make J Am Board Fam Pract 13 IssueID2 124–133 Occurrence Handle10764195

    PubMed  Google Scholar 

  12. LM McCracken PA Klock DJ Mingay JK Asbury DM Sinclair (1997) ArticleTitleAssessment of satisfaction with treatment for chronic pain J Pain Symptom Manage 14 IssueID5 292–299 Occurrence Handle10.1016/S0885-3924(97)00225-X Occurrence Handle1:STN:280:DyaK1c%2FlsVKgsQ%3D%3D Occurrence Handle9392923

    Article  CAS  PubMed  Google Scholar 

  13. JC Cappelleri RA Gerber IA Kourides RA Gelfand (2000) ArticleTitleDevelopment and factor analysis of a questionnaire to measure patient satisfaction with injected and inhaled insulin for type 1 diabetes Diabetes Care 23 IssueID12 1799–1803 Occurrence Handle1:STN:280:DC%2BD3M7hsVajtQ%3D%3D Occurrence Handle11128356

    CAS  PubMed  Google Scholar 

  14. M Peyrot RR Rubin (2005) ArticleTitleValidity and reliability of an instrument for assessing health-related quality of life and treatment preference Diabetes Care 28 IssueID1 53–58 Occurrence Handle15616233

    PubMed  Google Scholar 

  15. RT Anderson SE Skovlund D Marrero et al. (2004) ArticleTitleDevelopment and validation of the insulin treatment satisfaction questionnaire Clin Ther 26 IssueID4 565–578 Occurrence Handle10.1016/S0149-2918(04)90059-8 Occurrence Handle15189754

    Article  PubMed  Google Scholar 

  16. SS Colman M Brod LP Potter DP Buesching CR Rowland (2004) ArticleTitleCross-sectional 7-year follow-up of anxiety in primary care patients Depress Anxiety 19 IssueID2 105–111 Occurrence Handle10.1002/da.10140 Occurrence Handle15022145

    Article  PubMed  Google Scholar 

  17. JA Mayfield P Deb L Whitecotton (1999) ArticleTitleWork disability and diabetes Diabetes Care 22 IssueID7 1105–1109 Occurrence Handle1:STN:280:DyaK1MzhslajtA%3D%3D Occurrence Handle10388975

    CAS  PubMed  Google Scholar 

  18. S Ramsey KH Summers SA Leong HG Birnbaum JE Kemner P. Greenberg (2002) ArticleTitleProductivity and medical costs of diabetes in a large employer population Diabetes Care 25 IssueID1 23–29 Occurrence Handle11772896

    PubMed  Google Scholar 

  19. I Weijman WJ Ros GE Rutten WB Schaufeli MJ Schabracq JA Winnubst (2003) ArticleTitleFatigue in employees with diabetes: Its relation with work characteristics and diabetes related burden Occup Environ Med 60 IssueIDSuppl I i93–i98 Occurrence Handle12782754

    PubMed  Google Scholar 

  20. PA Grootenhuis FJ Snoek RJ Heine LM Bouter (1994) ArticleTitleDevelopment of a type 2 diabetes symptom checklist: a measure of symptom severity Diabet Med 11 IssueID3 253–261 Occurrence Handle1:STN:280:ByuA3cnos1Y%3D Occurrence Handle8033523

    CAS  PubMed  Google Scholar 

  21. PS Ciechanowski WJ Katon JE Russo IB Hirsch (2003) ArticleTitleThe relationship of depressive symptoms to symptom reporting, self-care and glucose control in diabetes Gen Hosp Psychiatry 25 IssueID4 246–252 Occurrence Handle10.1016/S0163-8343(03)00055-0 Occurrence Handle12850656

    Article  PubMed  Google Scholar 

  22. RR Rubin M Peyrot (1999) ArticleTitleQuality of life and diabetes Diabetes Metab Res Rev 15 IssueID3 205–218. Occurrence Handle10.1002/(SICI)1520-7560(199905/06)15:3<205::AID-DMRR29>3.0.CO;2-O Occurrence Handle1:STN:280:DyaK1MzntVegsQ%3D%3D Occurrence Handle10441043

    Article  CAS  PubMed  Google Scholar 

  23. K Watkins CM Connell (2004) ArticleTitleMeasurement of Health-Related QoL in Diabetes Mellitus Pharmacoeconomics 22 IssueID17 1109–1126 Occurrence Handle10.2165/00019053-200422170-00002 Occurrence Handle15612830

    Article  PubMed  Google Scholar 

  24. C Acquadro R Berzon D Ddubois NK Leidy P Marquis D Revicki M Rothman (2003) ArticleTitleIncorporating the Patient’s Perspective into Drug Development and Communication: An Ad Hoc Task Force Report of the Patient Reported Outcomes (PRO) Harmonization Group Meeting at the Food and Drug Administration, February 16,2001 Value Health 6 IssueID5 522–531 Occurrence Handle10.1046/j.1524-4733.2003.65309.x Occurrence Handle14627058

    Article  PubMed  Google Scholar 

  25. S Skovlund vander NCW ParticleVen F Pouwer FJ Snoek (2003) ArticleTitleAppraisal of insulin therapy among type 2 diabetes patients with and without previous experience of insulin treatment Diabetes 52 IssueIDsuppl 1 A419

    Google Scholar 

  26. WH Polonsky BJ Anderson PA Lohrer G Welch AM Jacobson JE Aponte CE Schwartz (1995) ArticleTitleAssessment of diabetes-related distress Diabetes Care 18 IssueID6 754–760 Occurrence Handle1:STN:280:BymD3c3mvVY%3D Occurrence Handle7555499

    CAS  PubMed  Google Scholar 

  27. C Koopman KR Pelletier JF Murray CE Sharda ML Berger RS Turpin P Hackleman P Gibson DM Holmes T Bendel (2002) ArticleTitleStanford presenteeism scale: health status and employee productivity J Occup Environ Med 44 IssueID1 14–20 Occurrence Handle11802460

    PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Meryl Brod.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Brod, M., Skovlund, S.E. & Wittrup-Jensen, K.U. Measuring the Impact of Diabetes Through Patient Report of Treatment Satisfaction, Productivity and Symptom Experience. Qual Life Res 15, 481–491 (2006). https://doi.org/10.1007/s11136-005-1624-6

Download citation

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11136-005-1624-6

Keywords

Navigation