Unravelling Low-Value Care Decision-Making: Residents’ Perspectives on the Influence of Contextual Factors

Document Type : Original Article

Authors

1 Academy of Postgraduate Medical Education, Maastricht University Medical Centre, Maastricht, The Netherlands

2 School of Health Professions Education, Maastricht University, Maastricht, The Netherlands

3 Department of Neurosurgery, Maastricht University Medical Centre, Maastricht, The Netherlands

4 Faculty of Health, Medicine, and Life Sciences, Maastricht University, Maastricht, The Netherlands

5 Department of Intensive Care Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands

6 Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre, Maastricht, The Netherlands

Abstract

Background 
Several initiatives have been developed to target low-value care (ie, waste) in decision-making with varying success. As such, decision-making is a complex process and context’s influence on decisions concerning lowvalue care is limitedly explored. Hence, a more detailed understanding of residents’ decision-making is needed to reduce future low-value care. This study explores which contextual factors residents experience to influence their decision-making concerning low-value care.
 
Methods 
We employed nominal group technique (NGT) to select four low-value care vignettes. Prompted by these vignettes, we conducted individual interviews with residents. We analyzed the qualitative data thematically using an inductive-deductive approach, guided by Bronfenbrenner’s social-ecological framework. This framework provided guidance to “context” in terms of sociopolitical, environmental, organizational, interpersonal, and individual levels.
 
Results 
In 2022, we interviewed 19 residents from a Dutch university medical center. We identified 33 contextual factors influencing residents’ decision-making, either encouraging or discouraging low-value care. The contextual factors resided in the following levels with corresponding categories: (1) environmental and sociopolitical: society, professional medical association, and governance; (2) organizational: facility characteristics, social infrastructure, and work infrastructure; (3) interpersonal: resident-patient, resident-supervising physician, and resident-others; and (4) individual: personal attributes and work structure.
 
Conclusion 
This paper describes 33 contextual factors influencing residents’ decision-making concerning low-value care. Residents are particularly influenced by factors related to interactions with patients and supervisors. Furthermore, organizational factors and the broader environment set margins within which residents make decisions. While acknowledging that a multi(faceted)-intervention approach targeting all contextual factors to discourage low-value care delivery may be warranted, improving communication skills in the resident-patient dynamics to recognize and explain low-value care seems a particular point of interest over which residents can exercise an influence themselves. 

Keywords


  1. Brownlee S, Chalkidou K, Doust J, et al. Evidence for overuse of medical services around the world. Lancet. 2017;390(10090):156-168. doi:1016/s0140-6736(16)32585-5
  2. Elshaug AG, Rosenthal MB, Lavis JN, et al. Levers for addressing medical underuse and overuse: achieving high-value health care. Lancet. 2017;390(10090):191-202. doi:1016/s0140-6736(16)32586-7
  3. European Commission, Directorate-General for Health and Food Safety. Tools and Methodologies to Assess the Efficiency of Health Care Services in Europe - An Overview of Current Approaches and Opportunities for Improvement - Report by the Expert Group on Health System Performance Assessment. Publications Office, 2019.
  4. Organisation for Economic Co-operation and Development (OECD). Tackling Wasteful Spending on Health. OECD; 2017.
  5. Berwick DM, Hackbarth AD. Eliminating waste in US health care. JAMA. 2012;307(14):1513-1516. doi:1001/jama.2012.362
  6. Shrank WH, Rogstad TL, Parekh N. Waste in the US health care system: estimated costs and potential for savings. JAMA. 2019;322(15):1501-1509. doi:1001/jama.2019.13978
  7. Grol R, Grimshaw J. From best evidence to best practice: effective implementation of change in patients' care. Lancet. 2003;362(9391):1225-1230. doi:1016/s0140-6736(03)14546-1
  8. Crosson FJ. Change the microenvironment. Delivery system reform essential to control costs. Mod Healthc. 2009;39(17):20-21.
  9. Agrawal S, Taitsman J, Cassel C. Educating physicians about responsible management of finite resources. JAMA. 2013;309(11):1115-1116. doi:1001/jama.2013.1013
  10. Weinberger SE. Providing high-value, cost-conscious care: a critical seventh general competency for physicians. Ann Intern Med. 2011;155(6):386-388. doi:7326/0003-4819-155-6-201109200-00007
  11. Owens DK, Qaseem A, Chou R, Shekelle P. High-value, cost-conscious health care: concepts for clinicians to evaluate the benefits, harms, and costs of medical interventions. Ann Intern Med. 2011;154(3):174-180. doi:7326/0003-4819-154-3-201102010-00007
  12. Hood VL, Weinberger SE. High value, cost-conscious care: an international imperative. Eur J Intern Med. 2012;23(6):495-498. doi:1016/j.ejim.2012.03.006
  13. van der Nat PB, van der Linde MT, de Neree tot Babberich MP, van der Hage JA, Stiggelbout AM. Waardegedreven Zorg: Een Noodzakelijke Basis in de Opleiding van Zorgprofessionals. Linnean Initiative. https://www.linnean.nl/inspiratie/bibliotheek/handlerdownloadfiles.ashx?idnv=1761611.
  14. Djulbegovic B, Elqayam S, Dale W. Rational decision making in medicine: implications for overuse and underuse. J Eval Clin Pract. 2018;24(3):655-665. doi:1111/jep.12851
  15. Levinson W, Kallewaard M, Bhatia RS, Wolfson D, Shortt S, Kerr EA. 'Choosing Wisely': a growing international campaign. BMJ Qual Saf. 2015;24(2):167-174. doi:1136/bmjqs-2014-003821
  16. Doen of laten. https://doenoflaten.nl/.
  17. Elshaug AG, Watt AM, Mundy L, Willis CD. Over 150 potentially low-value health care practices: an Australian study. Med J Aust. 2012;197(10):556-560. doi:5694/mja12.11083
  18. Garner S, Littlejohns P. Disinvestment from low value clinical interventions: NICEly done? BMJ. 2011;343:d4519. doi:1136/bmj.d4519
  19. Algemene Rekenkamer. Verzekerd van Zinnige Zorg. https://www.rekenkamer.nl/binaries/rekenkamer/documenten/rapporten/2020/10/13/verzekerd-van-zinnige-zorg/Rapport+Verzekerd+van+Zinnige+Zorg.pdf.
  20. Rosenberg A, Agiro A, Gottlieb M, et al. Early trends among seven recommendations from the Choosing Wisely campaign. JAMA Intern Med. 2015;175(12):1913-1920. doi:1001/jamainternmed.2015.5441
  21. Levinson W, Born K, Wolfson D. Choosing Wisely campaigns: a work in progress. JAMA. 2018;319(19):1975-1976. doi:1001/jama.2018.2202
  22. Colla CH, Mainor AJ. Choosing Wisely campaign: valuable for providers who knew about it, but awareness remained constant, 2014-17. Health Aff (Millwood). 2017;36(11):2005-2011. doi:1377/hlthaff.2017.0945
  23. Djulbegovic B, Hozo I, Greenland S. Uncertainty in clinical medicine. In: Gifford F, ed. Philosophy of Medicine. Vol 16. Amsterdam: North-Holland; 2011:299-356. doi:1016/b978-0-444-51787-6.50011-8
  24. Djulbegovic B. Lifting the fog of uncertainty from the practice of medicine. BMJ. 2004;329(7480):1419-1420. doi:1136/bmj.329.7480.1419
  25. Qiao S, Li X, Zhou Y, Shen Z, Tang Z, Stanton B. Factors influencing the decision-making of parental HIV disclosure: a socio-ecological approach. AIDS. 2015;29 Suppl 1(0 1):S25-S34. doi:1097/qad.0000000000000670
  26. Hickey N, Harrison L, Sumsion J. Using a socioecological framework to understand the career choices of single- and double-degree nursing students and double-degree graduates. ISRN Nurs. 2012;2012:748238. doi:5402/2012/748238
  27. Manja V, Guyatt G, You J, Monteiro S, Jack S. Qualitative study of cardiologists' perceptions of factors influencing clinical practice decisions. Heart. 2019;105(10):749-754. doi:1136/heartjnl-2018-314339
  28. Higgs J, Jones MA, Loftus S, Christensen N. Clinical Reasoning in the Health Professions. 3rd ed. Butterworth-Heinemann; 2008.
  29. Williams I, Brown H, Healy P. Contextual factors influencing cost and quality decisions in health and care: a structured evidence review and narrative synthesis. Int J Health Policy Manag. 2018;7(8):683-695. doi:15171/ijhpm.2018.09
  30. Bock LA, Westra D, Noben CYG, Essers BA, van Mook W. A social network analysis of influences on residents' value-based decisions. Acad Med. 2023;98(11):1304-1312. doi:1097/acm.0000000000005298
  31. Lang G, Ingvarsson S, Hasson H, Nilsen P, Augustsson H. Organizational influences on the use of low-value care in primary health care - a qualitative interview study with physicians in Sweden. Scand J Prim Health Care. 2022;40(4):426-437. doi:1080/02813432.2022.2139467
  32. Verkerk EW, van Dulmen SA, Born K, Gupta R, Westert GP, Kool RB. Key factors that promote low-value care: views of experts from the United States, Canada, and the Netherlands. Int J Health Policy Manag. 2022;11(8):1514-1521. doi:34172/ijhpm.2021.53
  33. van Dulmen SA, Naaktgeboren CA, Heus P, et al. Barriers and facilitators to reduce low-value care: a qualitative evidence synthesis. BMJ Open. 2020;10(10):e040025. doi:1136/bmjopen-2020-040025
  34. Humphrey-Murto S, Varpio L, Gonsalves C, Wood TJ. Using consensus group methods such as Delphi and Nominal Group in medical education research. Med Teach. 2017;39(1):14-19. doi:1080/0142159x.2017.1245856
  35. Tran C, Wood TJ, Humphrey-Murto S. Consensus group methodology in health professions education research: the nominal group technique. Acad Med. 2021;96(7):1073. doi:1097/acm.0000000000003612
  36. Frambach JM, van der Vleuten CP, Durning SJ. AM last page. Quality criteria in qualitative and quantitative research. Acad Med. 2013;88(4):552. doi:1097/ACM.0b013e31828abf7f
  37. Braun V, Clarke V. Using thematic analysis in psychology. Qual Res Psychol. 2006;3(2):77-101. doi:1191/1478088706qp063oa
  38. Tong A, Sainsbury P, Craig J. Consolidated criteria for reporting qualitative research (COREQ): a 32-item checklist for interviews and focus groups. Int J Qual Health Care. 2007;19(6):349-357. doi:1093/intqhc/mzm042
  39. Bronfenbrenner U. Toward an experimental ecology of human development. Am Psychol. 1977;32(7):513-531. doi:1037/0003-066x.32.7.513
  40. Birks M, Chapman Y, Francis K. Memoing in qualitative research: probing data and processes. J Res Nurs. 2008;13(1):68-75. doi:1177/1744987107081254
  41. Hennink M, Kaiser BN. Sample sizes for saturation in qualitative research: a systematic review of empirical tests. Soc Sci Med. 2022;292:114523. doi:1016/j.socscimed.2021.114523
  42. Saini V, Garcia-Armesto S, Klemperer D, et al. Drivers of poor medical care. Lancet. 2017;390(10090):178-190. doi:1016/s0140-6736(16)30947-3
  43. Gupta R, Moriates C. Swimming upstream: creating a culture of high-value care. Acad Med. 2017;92(5):598-601. doi:1097/acm.0000000000001485
  44. Cribb A, Bignold S. Towards the reflexive medical school: the hidden curriculum and medical education research. Stud High Educ. 1999;24(2):195-209.
  45. Hafferty FW. Beyond curriculum reform: confronting medicine's hidden curriculum. Acad Med. 1998;73(4):403-407. doi:1097/00001888-199804000-00013
  46. Lyu H, Xu T, Brotman D, et al. Overtreatment in the United States. PLoS One. 2017;12(9):e0181970. doi:1371/journal.pone.0181970
  47. Colla CH, Kinsella EA, Morden NE, Meyers DJ, Rosenthal MB, Sequist TD. Physician perceptions of Choosing Wisely and drivers of overuse. Am J Manag Care. 2016;22(5):337-343.
  48. Verbeek J, Sengers MJ, Riemens L, Haafkens J. Patient expectations of treatment for back pain: a systematic review of qualitative and quantitative studies. Spine (Phila Pa 1976). 2004;29(20):2309-2318. doi:1097/01.brs.0000142007.38256.7f
  49. Anderson R, Barbara A, Feldman S. What patients want: a content analysis of key qualities that influence patient satisfaction. J Med Pract Manage. 2007;22(5):255-261.
  50. Riganti P, Kopitowski KS, McCaffery K, van Bodegom-Vos L. The paradox of using SDM for de-implementation of low-value care in the clinical encounter. BMJ Evid Based Med. 2023. doi:1136/bmjebm-2022-112201
  51. Verkerk EW, Tanke MAC, Kool RB, van Dulmen SA, Westert GP. Limit, lean or listen? A typology of low-value care that gives direction in de-implementation. Int J Qual Health Care. 2018;30(9):736-739. doi:1093/intqhc/mzy100
  52. Sypes EE, de Grood C, Whalen-Browne L, et al. Engaging patients in de-implementation interventions to reduce low-value clinical care: a systematic review and meta-analysis. BMC Med. 2020;18(1):116. doi:1186/s12916-020-01567-0
  53. Verkerk EW, van Dulmen SA, Westert GP, Hooft L, Heus P, Kool RB. Reducing low-value care: what can we learn from eight de-implementation studies in the Netherlands? BMJ Open Qual. 2022;11(3):e001710. doi:1136/bmjoq-2021-001710
  54. Augustsson H, Ingvarsson S, Nilsen P, et al. Determinants for the use and de-implementation of low-value care in health care: a scoping review. Implement Sci Commun. 2021;2(1):13. doi:1186/s43058-021-00110-3
  55. Hajjaj FM, Salek MS, Basra MK, Finlay AY. Non-clinical influences on clinical decision-making: a major challenge to evidence-based practice. J R Soc Med. 2010;103(5):178-187. doi:1258/jrsm.2010.100104
  56. Morgan DJ, Brownlee S, Leppin AL, et al. Setting a research agenda for medical overuse. BMJ. 2015;351:h4534. doi:1136/bmj.h4534
  57. Djulbegovic B, Elqayam S. Many faces of rationality: implications of the great rationality debate for clinical decision-making. J Eval Clin Pract. 2017;23(5):915-922. doi:1111/jep.12788
  58. Tariman JD, Berry DL, Cochrane B, Doorenbos A, Schepp KG. Physician, patient, and contextual factors affecting treatment decisions in older adults with cancer and models of decision making: a literature review. Oncol Nurs Forum. 2012;39(1):E70-E83. doi:1188/12.onf.e70-e83
  • Receive Date: 22 December 2022
  • Revise Date: 06 January 2024
  • Accept Date: 10 March 2024
  • First Publish Date: 11 March 2024