Skip to main content
Top
Published in: BMC Nephrology 1/2019

Open Access 01-12-2019 | Care | Research article

Patient and provider experience and perspectives of a risk-based approach to multidisciplinary chronic kidney disease care: a mixed methods study

Authors: Michelle D. Smekal, Helen Tam-Tham, Juli Finlay, Maoliosa Donald, Chandra Thomas, Robert G. Weaver, Robert R. Quinn, Kin Tam, Braden J. Manns, Marcello Tonelli, Aminu Bello, Navdeep Tangri, Brenda R. Hemmelgarn

Published in: BMC Nephrology | Issue 1/2019

Login to get access

Abstract

Background

The Kidney Failure Risk Equation (KFRE) predicts risk of progression to kidney failure and is used to guide clinical decisions for patients with chronic kidney disease (CKD).

Methods

The KFRE was implemented to guide access to multidisciplinary care for CKD patients in Alberta, Canada, based on their 2-year risk of kidney failure. We used a mixed methods approach to investigate patients’ and providers’ perspectives and experiences 1 year following KFRE implementation. We conducted post-implementation interviews with multidisciplinary clinic providers and with low-risk patients who transitioned from multidisciplinary to general nephrology care. We also administered pre- and post-implementation patient care experience surveys, targeting both low-risk patients discharged to general nephrology and high-risk patients who remained in the multidisciplinary clinic, and provider job satisfaction surveys.

Results

Twenty-seven interviews were conducted (9 patients, 1 family member, 17 providers). Five categories were identified among patients and providers: targeted care; access to resources outside the multidisciplinary clinics; self-efficacy; patient reassurance and reduced stress; and transition process for low-risk patients Two additional categories were identified among providers only: anticipated concerns and job satisfaction. Patients and providers reported that the risk-based approach allowed the clinic to target care to those most likely to experience kidney failure and most likely to benefit from multidisciplinary care. While some participants indicated the risk-based model enhanced the sustainability of the clinics, others expressed concern that care for low-risk patients discharged from multidisciplinary care, or those now considered ineligible, may be inadequate.
Overall, 413 patients completed the care experience survey and 73 providers completed the workplace satisfaction survey. The majority of patients were satisfied with their care in both periods with no overall differences. When considering the responses “Always” and “Often” together versus not, there were statistically significant improvements in domains of access to care, caring staff, and safety of care. There were no differences in healthcare providers’ job satisfaction following KFRE implementation.

Conclusions

Patients and healthcare providers reported that the risk-based approach improved the focus of the multidisciplinary CKD clinics by targeting patients at highest risk, with survey results suggesting no difference in patient care experience or healthcare provider job satisfaction.
Appendix
Available only for authorised users
Literature
1.
go back to reference Arora P, Vasa P, Brenner D, Iglar K, McFarlane P, Morrison H, et al. Prevalence estimates of chronic kidney disease in Canada: results of a nationally representative survey. CMAJ. 2013;185(9):E417–23.CrossRef Arora P, Vasa P, Brenner D, Iglar K, McFarlane P, Morrison H, et al. Prevalence estimates of chronic kidney disease in Canada: results of a nationally representative survey. CMAJ. 2013;185(9):E417–23.CrossRef
2.
go back to reference Manns L, Scott-Douglas N, Tonelli M, Weaver R, Tam-Tham H, Chong C, et al. A population-based analysis of quality indicators in CKD. Clin J Am Soc Nephrol. 2017;12(5):727–33.CrossRef Manns L, Scott-Douglas N, Tonelli M, Weaver R, Tam-Tham H, Chong C, et al. A population-based analysis of quality indicators in CKD. Clin J Am Soc Nephrol. 2017;12(5):727–33.CrossRef
3.
go back to reference Rigatto C, Sood MM, Tangri N. Risk prediction in chronic kidney disease: pitfalls and caveats. Curr Opin Nephrol Hypertens. 2012;21(6):612–8.CrossRef Rigatto C, Sood MM, Tangri N. Risk prediction in chronic kidney disease: pitfalls and caveats. Curr Opin Nephrol Hypertens. 2012;21(6):612–8.CrossRef
4.
go back to reference Echouffo-Tcheugui JB, Kengne AP. Risk models to predict chronic kidney disease and its progression: a systematic review. PLoS Med. 2012;9(11):e1001344.CrossRef Echouffo-Tcheugui JB, Kengne AP. Risk models to predict chronic kidney disease and its progression: a systematic review. PLoS Med. 2012;9(11):e1001344.CrossRef
5.
go back to reference Tangri N, Kitsios GD, Inker LA, Griffith J, Naimark DM, Walker S, et al. Risk prediction models for patients with chronic kidney disease: a systematic review. Ann Intern Med. 2013;158(8):596–603.CrossRef Tangri N, Kitsios GD, Inker LA, Griffith J, Naimark DM, Walker S, et al. Risk prediction models for patients with chronic kidney disease: a systematic review. Ann Intern Med. 2013;158(8):596–603.CrossRef
6.
go back to reference Tangri N, Grams ME, Levey AS, Coresh J, Appel LJ, Astor BC, et al. Multinational assessment of accuracy of equations for predicting risk of kidney failure: a meta-analysis. JAMA. 2016;315(2):164–74.CrossRef Tangri N, Grams ME, Levey AS, Coresh J, Appel LJ, Astor BC, et al. Multinational assessment of accuracy of equations for predicting risk of kidney failure: a meta-analysis. JAMA. 2016;315(2):164–74.CrossRef
7.
go back to reference Tangri N, Stevens LA, Griffith J, Tighiouart H, Djurdjev O, Naimark D, et al. A predictive model for progression of chronic kidney disease to kidney failure. JAMA. 2011;305(15):1553–9.CrossRef Tangri N, Stevens LA, Griffith J, Tighiouart H, Djurdjev O, Naimark D, et al. A predictive model for progression of chronic kidney disease to kidney failure. JAMA. 2011;305(15):1553–9.CrossRef
8.
go back to reference Hingwala J, Wojciechowski P, Hiebert B, Bueti J, Rigatto C, Komenda P, et al. Risk-based triage for nephrology referrals using the kidney failure risk equation. Can J Kidney Health Dis. 2017;4:2054358117722782.CrossRef Hingwala J, Wojciechowski P, Hiebert B, Bueti J, Rigatto C, Komenda P, et al. Risk-based triage for nephrology referrals using the kidney failure risk equation. Can J Kidney Health Dis. 2017;4:2054358117722782.CrossRef
9.
go back to reference Tangri N, Ferguson T, Komenda P. Pro: risk scores for chronic kidney disease progression are robust, powerful and ready for implementation. Nephrol Dial Transplant. 2017;32(5):748–51.CrossRef Tangri N, Ferguson T, Komenda P. Pro: risk scores for chronic kidney disease progression are robust, powerful and ready for implementation. Nephrol Dial Transplant. 2017;32(5):748–51.CrossRef
10.
go back to reference Tangri N, Inker LA, Hiebert B, Wong J, Naimark D, Kent D, et al. A dynamic predictive model for progression of CKD. Am J Kidney Dis. 2017;69(4):514–20.CrossRef Tangri N, Inker LA, Hiebert B, Wong J, Naimark D, Kent D, et al. A dynamic predictive model for progression of CKD. Am J Kidney Dis. 2017;69(4):514–20.CrossRef
11.
go back to reference Whitlock RH, Chartier M, Komenda P, Hingwala J, Rigatto C, Walld R, et al. Validation of the kidney failure risk equation in Manitoba. Can J Kidney Health Dis. 2017;4:2054358117705372.CrossRef Whitlock RH, Chartier M, Komenda P, Hingwala J, Rigatto C, Walld R, et al. Validation of the kidney failure risk equation in Manitoba. Can J Kidney Health Dis. 2017;4:2054358117705372.CrossRef
12.
go back to reference Nicoll R, Robertson L, Gemmell E, Sharma P, Black C, Marks A. Models of care for chronic kidney disease: a systematic review. Nephrology (Carlton). 2018;23(5):389–96.CrossRef Nicoll R, Robertson L, Gemmell E, Sharma P, Black C, Marks A. Models of care for chronic kidney disease: a systematic review. Nephrology (Carlton). 2018;23(5):389–96.CrossRef
13.
go back to reference Smekal MD, Tam-Tham H, Finlay J, Donald M, Benterud E, Thomas C, et al. Perceived benefits and challenges of a risk-based approach to multidisciplinary chronic kidney disease care: a qualitative descriptive study. Can J Kidney Health Dis. 2018;5:2054358118763809.CrossRef Smekal MD, Tam-Tham H, Finlay J, Donald M, Benterud E, Thomas C, et al. Perceived benefits and challenges of a risk-based approach to multidisciplinary chronic kidney disease care: a qualitative descriptive study. Can J Kidney Health Dis. 2018;5:2054358118763809.CrossRef
14.
go back to reference Hemmelgarn BR, Smekal MD, Weaver RG, Thomas C, Benterud E, Tam K, et al. Implementation and evaluation of a risk-based approach to guide chronic kidney disease care: protocol for a multiphase mixed-methods study. Can J Kidney Health Dis. 2018;5:2054358117753618.CrossRef Hemmelgarn BR, Smekal MD, Weaver RG, Thomas C, Benterud E, Tam K, et al. Implementation and evaluation of a risk-based approach to guide chronic kidney disease care: protocol for a multiphase mixed-methods study. Can J Kidney Health Dis. 2018;5:2054358117753618.CrossRef
15.
go back to reference Creswell JW, Plano Clark VL. Chapter 4: choosing a mixed methods design. Designing and conducting mixed methods research. Thousand Oaks: SAGE Publications; 2007. Creswell JW, Plano Clark VL. Chapter 4: choosing a mixed methods design. Designing and conducting mixed methods research. Thousand Oaks: SAGE Publications; 2007.
16.
go back to reference Corbin JSA. Basics of qualitative research. 3rd ed. Thousand Oaks: Sage Publications; 2008. Corbin JSA. Basics of qualitative research. 3rd ed. Thousand Oaks: Sage Publications; 2008.
17.
go back to reference Hseih HF, Shannon SE. Three approaches to qualitative content analysis. Qual Health Res. 2005;15(9):1277–88.CrossRef Hseih HF, Shannon SE. Three approaches to qualitative content analysis. Qual Health Res. 2005;15(9):1277–88.CrossRef
18.
go back to reference Sandelowski M. Whatever happened to qualitative description? Res Nurs Health. 2000;23(4):334–40.CrossRef Sandelowski M. Whatever happened to qualitative description? Res Nurs Health. 2000;23(4):334–40.CrossRef
19.
20.
go back to reference Archibald MM. Investigator triangulation: a collaborative strategy with potential for mixed methods research. J Mixed Methods Res. 2016;10(3):228–50.CrossRef Archibald MM. Investigator triangulation: a collaborative strategy with potential for mixed methods research. J Mixed Methods Res. 2016;10(3):228–50.CrossRef
21.
go back to reference Beattie M, Shepherd A, Lauder W, Atherton I, Cowie J, Murphy DJ. Development and preliminary psychometric properties of the care experience feedback improvement tool (CEFIT). BMJ Open. 2016;6(6):e010101.CrossRef Beattie M, Shepherd A, Lauder W, Atherton I, Cowie J, Murphy DJ. Development and preliminary psychometric properties of the care experience feedback improvement tool (CEFIT). BMJ Open. 2016;6(6):e010101.CrossRef
22.
go back to reference Rentsch JR, Steel RP. Construct and concurrent validation of the Andrews and Withey job satisfaction questionnaire. Educ Psychol Meas. 1992;52(2):357–67.CrossRef Rentsch JR, Steel RP. Construct and concurrent validation of the Andrews and Withey job satisfaction questionnaire. Educ Psychol Meas. 1992;52(2):357–67.CrossRef
23.
go back to reference Sullivan GM, Artino AR Jr. Analyzing and interpreting data from Likert-type scales. J Grad Med Educ. 2013;5(4):541–2.CrossRef Sullivan GM, Artino AR Jr. Analyzing and interpreting data from Likert-type scales. J Grad Med Educ. 2013;5(4):541–2.CrossRef
24.
go back to reference Mann HB, Whitney DR. On a test of whether one or two random variables is stochastically larger than the other. Ann Math Stat. 1947;18:50–60.CrossRef Mann HB, Whitney DR. On a test of whether one or two random variables is stochastically larger than the other. Ann Math Stat. 1947;18:50–60.CrossRef
25.
go back to reference Wilcoxon F. Individual comparisons by ranking methods. Biometrics. 1945;1:80–3.CrossRef Wilcoxon F. Individual comparisons by ranking methods. Biometrics. 1945;1:80–3.CrossRef
26.
go back to reference Alberti H, Banner K, Collingwood H, Merritt K. ‘Just a GP’: a mixed method study of undermining of general practice as a career choice in the UK. BMJ Open. 2017;7(11):e018520.CrossRef Alberti H, Banner K, Collingwood H, Merritt K. ‘Just a GP’: a mixed method study of undermining of general practice as a career choice in the UK. BMJ Open. 2017;7(11):e018520.CrossRef
27.
go back to reference Allen AS, Forman JP, Orav EJ, Bates DW, Denker BM, Sequist TD. Primary care management of chronic kidney disease. J Gen Intern Med. 2011;26(4):386–92.CrossRef Allen AS, Forman JP, Orav EJ, Bates DW, Denker BM, Sequist TD. Primary care management of chronic kidney disease. J Gen Intern Med. 2011;26(4):386–92.CrossRef
28.
go back to reference Hemmelgarn BR, Pannu N, Ahmed SB, Elliott MJ, Tam-Tham H, Lillie E, et al. Determining the research priorities for patients with chronic kidney disease not on dialysis. Nephrol Dial Transplant. 2017;32(5):847–54.PubMed Hemmelgarn BR, Pannu N, Ahmed SB, Elliott MJ, Tam-Tham H, Lillie E, et al. Determining the research priorities for patients with chronic kidney disease not on dialysis. Nephrol Dial Transplant. 2017;32(5):847–54.PubMed
29.
go back to reference Holmes D, Tumiel-Berhalter LM, Zayas LE, Watkins R. “Bashing” of medical specialties: students’ experiences and recommendations. Fam Med. 2008;40(6):400–6.PubMed Holmes D, Tumiel-Berhalter LM, Zayas LE, Watkins R. “Bashing” of medical specialties: students’ experiences and recommendations. Fam Med. 2008;40(6):400–6.PubMed
30.
go back to reference Pianosi K, Bethune C, Hurley KF. Medical student career choice: a qualitative study of fourth-year medical students at Memorial University, Newfoundland. CMAJ Open. 2016;4(2):E147–52.CrossRef Pianosi K, Bethune C, Hurley KF. Medical student career choice: a qualitative study of fourth-year medical students at Memorial University, Newfoundland. CMAJ Open. 2016;4(2):E147–52.CrossRef
31.
go back to reference Stephens MB, Lennon C, Durning SJ, Maurer D, DeZee K. Professional badmouthing: who does it and how common is it? Fam Med. 2010;42(6):388–90.PubMed Stephens MB, Lennon C, Durning SJ, Maurer D, DeZee K. Professional badmouthing: who does it and how common is it? Fam Med. 2010;42(6):388–90.PubMed
32.
go back to reference Curtis C, Balint C, Al Hamarneh YN, Donald M, Tsuyuki RT, McBrien K, et al. Online clinical pathway for managing adults with chronic kidney disease. Can Pharm J (Ott). 2015;148(5):257–62.CrossRef Curtis C, Balint C, Al Hamarneh YN, Donald M, Tsuyuki RT, McBrien K, et al. Online clinical pathway for managing adults with chronic kidney disease. Can Pharm J (Ott). 2015;148(5):257–62.CrossRef
33.
go back to reference Donald M, King-Shier K, Tsuyuki RT, Al Hamarneh YN, Jones CA, Manns B, et al. Patient, family physician and community pharmacist perspectives on expanded pharmacy scope of practice: a qualitative study. CMAJ Open. 2017;5(1):E205–E12.CrossRef Donald M, King-Shier K, Tsuyuki RT, Al Hamarneh YN, Jones CA, Manns B, et al. Patient, family physician and community pharmacist perspectives on expanded pharmacy scope of practice: a qualitative study. CMAJ Open. 2017;5(1):E205–E12.CrossRef
34.
go back to reference Donald M, McBrien K, Jackson W, Manns BJ, Tonelli M, King-Shier K, et al. Development and implementation of an online clinical pathway for adult chronic kidney disease in primary care: a mixed methods study. BMC Med Inform Decis Mak. 2016;16:109.CrossRef Donald M, McBrien K, Jackson W, Manns BJ, Tonelli M, King-Shier K, et al. Development and implementation of an online clinical pathway for adult chronic kidney disease in primary care: a mixed methods study. BMC Med Inform Decis Mak. 2016;16:109.CrossRef
35.
go back to reference Bello AK, Molzahn AE, Girard LP, Osman MA, Okpechi IG, Glassford J, et al. Patient and provider perspectives on the design and implementation of an electronic consultation system for kidney care delivery in Canada: a focus group study. BMJ Open. 2017;7(3):e014784.CrossRef Bello AK, Molzahn AE, Girard LP, Osman MA, Okpechi IG, Glassford J, et al. Patient and provider perspectives on the design and implementation of an electronic consultation system for kidney care delivery in Canada: a focus group study. BMJ Open. 2017;7(3):e014784.CrossRef
36.
go back to reference Hemmelgarn BR, Clement F, Manns BJ, Klarenbach S, James MT, Ravani P, et al. Overview of the Alberta kidney disease network. BMC Nephrol. 2009;10:30.CrossRef Hemmelgarn BR, Clement F, Manns BJ, Klarenbach S, James MT, Ravani P, et al. Overview of the Alberta kidney disease network. BMC Nephrol. 2009;10:30.CrossRef
37.
go back to reference Donald MBH, Straus S, Harwood L, Herrington G, Tam-Tham H, Finlay J, MacKay J, Tong A, Grill A, Waldvogel B, Large C, Large C, Novak M, James M, Elliott M, Sparkes D, Delgado M, Brimble S, Samuel S, Hemmelgarn B. Patient and caregiver perspectives on self-management in chronic kidney disease. Vancouver: Canadian Society of Nephrology Annual General Meeting; 2018. Donald MBH, Straus S, Harwood L, Herrington G, Tam-Tham H, Finlay J, MacKay J, Tong A, Grill A, Waldvogel B, Large C, Large C, Novak M, James M, Elliott M, Sparkes D, Delgado M, Brimble S, Samuel S, Hemmelgarn B. Patient and caregiver perspectives on self-management in chronic kidney disease. Vancouver: Canadian Society of Nephrology Annual General Meeting; 2018.
39.
go back to reference Curtis BM, Ravani P, Malberti F, Kennett F, Taylor PA, Djurdjev O, et al. The short- and long-term impact of multi-disciplinary clinics in addition to standard nephrology care on patient outcomes. Nephrol Dial Transplant. 2005;20(1):147–54.CrossRef Curtis BM, Ravani P, Malberti F, Kennett F, Taylor PA, Djurdjev O, et al. The short- and long-term impact of multi-disciplinary clinics in addition to standard nephrology care on patient outcomes. Nephrol Dial Transplant. 2005;20(1):147–54.CrossRef
40.
go back to reference Dixon J, Borden P, Kaneko TM, Schoolwerth AC. Multidisciplinary CKD care enhances outcomes at dialysis initiation. Nephrol Nurs J. 2011;38(2):165–71.PubMed Dixon J, Borden P, Kaneko TM, Schoolwerth AC. Multidisciplinary CKD care enhances outcomes at dialysis initiation. Nephrol Nurs J. 2011;38(2):165–71.PubMed
41.
go back to reference Goldstein M, Yassa T, Dacouris N, McFarlane P. Multidisciplinary predialysis care and morbidity and mortality of patients on dialysis. Am J Kidney Dis. 2004;44(4):706–14.CrossRef Goldstein M, Yassa T, Dacouris N, McFarlane P. Multidisciplinary predialysis care and morbidity and mortality of patients on dialysis. Am J Kidney Dis. 2004;44(4):706–14.CrossRef
42.
go back to reference Hemmelgarn BR, Manns BJ, Zhang J, Tonelli M, Klarenbach S, Walsh M, et al. Association between multidisciplinary care and survival for elderly patients with chronic kidney disease. J Am Soc Nephrol. 2007;18(3):993–9.CrossRef Hemmelgarn BR, Manns BJ, Zhang J, Tonelli M, Klarenbach S, Walsh M, et al. Association between multidisciplinary care and survival for elderly patients with chronic kidney disease. J Am Soc Nephrol. 2007;18(3):993–9.CrossRef
43.
go back to reference O’Hare AM, Batten A, Burrows NR, Pavkov ME, Taylor L, Gupta I, et al. Trajectories of kidney function decline in the 2 years before initiation of long-term dialysis. Am J Kidney Dis. 2012;59(4):513–22.CrossRef O’Hare AM, Batten A, Burrows NR, Pavkov ME, Taylor L, Gupta I, et al. Trajectories of kidney function decline in the 2 years before initiation of long-term dialysis. Am J Kidney Dis. 2012;59(4):513–22.CrossRef
44.
go back to reference Lin E, Chertow GM, Yan B, Malcolm E, Goldhaber-Fiebert JD. Cost-effectiveness of multidisciplinary care in mild to moderate chronic kidney disease in the United States: a modeling study. PLoS Med. 2018;15(3):e1002532.CrossRef Lin E, Chertow GM, Yan B, Malcolm E, Goldhaber-Fiebert JD. Cost-effectiveness of multidisciplinary care in mild to moderate chronic kidney disease in the United States: a modeling study. PLoS Med. 2018;15(3):e1002532.CrossRef
45.
go back to reference Fluck RJ, Taal MW. What is the value of multidisciplinary care for chronic kidney disease? PLoS Med. 2018;15(3):e1002533.CrossRef Fluck RJ, Taal MW. What is the value of multidisciplinary care for chronic kidney disease? PLoS Med. 2018;15(3):e1002533.CrossRef
Metadata
Title
Patient and provider experience and perspectives of a risk-based approach to multidisciplinary chronic kidney disease care: a mixed methods study
Authors
Michelle D. Smekal
Helen Tam-Tham
Juli Finlay
Maoliosa Donald
Chandra Thomas
Robert G. Weaver
Robert R. Quinn
Kin Tam
Braden J. Manns
Marcello Tonelli
Aminu Bello
Navdeep Tangri
Brenda R. Hemmelgarn
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2019
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-019-1269-2

Other articles of this Issue 1/2019

BMC Nephrology 1/2019 Go to the issue