Skip to main content
Top
Published in: BMC Medicine 1/2016

Open Access 01-12-2016 | Research article

The CARE Plus study – a whole-system intervention to improve quality of life of primary care patients with multimorbidity in areas of high socioeconomic deprivation: exploratory cluster randomised controlled trial and cost-utility analysis

Authors: Stewart W. Mercer, Bridie Fitzpatrick, Bruce Guthrie, Elisabeth Fenwick, Eleanor Grieve, Kenny Lawson, Nicki Boyer, Alex McConnachie, Suzanne M. Lloyd, Rosaleen O’Brien, Graham C. M. Watt, Sally Wyke

Published in: BMC Medicine | Issue 1/2016

Login to get access

Abstract

Background

Multimorbidity is common in deprived communities and reduces quality of life. Our aim was to evaluate a whole-system primary care-based complex intervention, called CARE Plus, to improve quality of life in multimorbid patients living in areas of very high deprivation.

Methods

We used a phase 2 exploratory cluster randomised controlled trial with eight general practices in Glasgow in very deprived areas that involved multimorbid patients aged 30–65 years. The intervention comprised structured longer consultations, relationship continuity, practitioner support, and self-management support. Control practices continued treatment as usual. Primary outcomes were quality of life (EQ-5D-5L utility scores) and well-being (W-BQ12; 3 domains). Cost-effectiveness from a health service perspective, engagement, and retention were assessed. Recruitment and baseline measurements occurred prior to randomisation. Blinding post-randomisation was not possible but outcome measurement and analysis were masked. Analyses were by intention to treat.

Results

Of 76 eligible practices contacted, 12 accepted, and eight were selected, randomised and participated for the duration of the trial. Of 225 eligible patients, 152 (68 %) participated and 67/76 (88 %) in each arm completed the 12-month assessment. Two patients died in the control group. CARE Plus significantly improved one domain of well-being (negative well-being), with an effect size of 0.33 (95 % confidence interval [CI] 0.11–0.55) at 12 months (p = 0.0036). Positive well-being, energy, and general well-being (the combined score of the three components) were not significantly influenced by the intervention at 12 months. EQ-5D-5L area under the curve over the 12 months was higher in the CARE Plus group (p = 0.002). The incremental cost in the CARE Plus group was £929 (95 % CI: £86–£1788) per participant with a gain in quality-adjusted life years of 0.076 (95 % CI: 0.028–0.124) over the 12 months of the trial, resulting in a cost-effectiveness ratio of £12,224 per quality-adjusted life year gained. Modelling suggested that cost-effectiveness would continue.

Conclusions

It is feasible to conduct a high-quality cluster randomised control trial of a complex intervention with multimorbid patients in primary care in areas of very high deprivation. Enhancing primary care through a whole-system approach may be a cost-effective way to protect quality of life for multimorbid patients in deprived areas.

Trial registration

Trial registration: ISRCTN 34092919, assigned 14/1/2013.
Appendix
Available only for authorised users
Literature
1.
go back to reference Salisbury C, Johnson C, Purdy S, Valderas JM, Montgomery A. Epidemiology and impact of multimorbidity in primary care: a retrospective cohort study. Br J Gen Pract. 2011;582:e12–21.CrossRef Salisbury C, Johnson C, Purdy S, Valderas JM, Montgomery A. Epidemiology and impact of multimorbidity in primary care: a retrospective cohort study. Br J Gen Pract. 2011;582:e12–21.CrossRef
2.
go back to reference Barnett K, Mercer S, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for healthcare, research, and medical education: a cross-sectional study. Lancet. 2012;380:37–43.CrossRefPubMed Barnett K, Mercer S, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for healthcare, research, and medical education: a cross-sectional study. Lancet. 2012;380:37–43.CrossRefPubMed
3.
go back to reference Violan C, Foguet-Boreu Q, Flores-Mateo G, et al. Prevalence, determinants and patterns of multimorbidity in primary care: a systematic review of observational studies. PLoS One. 2014;9(7):e102149.CrossRefPubMedPubMedCentral Violan C, Foguet-Boreu Q, Flores-Mateo G, et al. Prevalence, determinants and patterns of multimorbidity in primary care: a systematic review of observational studies. PLoS One. 2014;9(7):e102149.CrossRefPubMedPubMedCentral
6.
go back to reference Mercer SW, Guthrie B, Furler J, Watt GCM, Tudor HJ. Multimorbidity and the inverse care law in primary care. BMJ. 2012;344:e4152.CrossRefPubMed Mercer SW, Guthrie B, Furler J, Watt GCM, Tudor HJ. Multimorbidity and the inverse care law in primary care. BMJ. 2012;344:e4152.CrossRefPubMed
7.
go back to reference Mackay D, Sutton M, Watt G. Deprivation and volunteering by general practices: cross-sectional analysis of a national primary care system. BMJ. 2005;331:1449–51.CrossRefPubMedPubMedCentral Mackay D, Sutton M, Watt G. Deprivation and volunteering by general practices: cross-sectional analysis of a national primary care system. BMJ. 2005;331:1449–51.CrossRefPubMedPubMedCentral
8.
go back to reference Stirling AM, Wilson P, McConnachie A. Deprivation, psychological distress, and consultation length. Br J Gen Pract. 2001;51:456–60.PubMedPubMedCentral Stirling AM, Wilson P, McConnachie A. Deprivation, psychological distress, and consultation length. Br J Gen Pract. 2001;51:456–60.PubMedPubMedCentral
9.
10.
go back to reference Furler JS, Harris E, Chondros P, Powell Davies PG, Harris MF, Young DY. The inverse care law revisited: impact of disadvantaged location on accessing longer GP consultation times. Med J Austr. 2002;177:80–3. Furler JS, Harris E, Chondros P, Powell Davies PG, Harris MF, Young DY. The inverse care law revisited: impact of disadvantaged location on accessing longer GP consultation times. Med J Austr. 2002;177:80–3.
11.
go back to reference Pederson AF, Vedsted P. Understanding the inverse care law: a register and survey-based study of patient deprivation and burn-out in general practice. In J Equity Healthc. 2014;13:121.CrossRef Pederson AF, Vedsted P. Understanding the inverse care law: a register and survey-based study of patient deprivation and burn-out in general practice. In J Equity Healthc. 2014;13:121.CrossRef
12.
go back to reference Smith SM, Wallce E, O’Dowd T, Fortin M. Interventions for improving outcomes in patients with multimorbidity in primary care and community settings. Cochrane Database Syst Rev. 2016;3:Cd006560.PubMed Smith SM, Wallce E, O’Dowd T, Fortin M. Interventions for improving outcomes in patients with multimorbidity in primary care and community settings. Cochrane Database Syst Rev. 2016;3:Cd006560.PubMed
13.
go back to reference Mercer SW, Fitzpatrick B, Gourlay G, Vojt G, McConnachie A, Watt GCM. More time for complex consultations in a high deprivation practice is associated with increased patient enablement. Br J Gen Pract. 2007;57:960–6.CrossRefPubMedPubMedCentral Mercer SW, Fitzpatrick B, Gourlay G, Vojt G, McConnachie A, Watt GCM. More time for complex consultations in a high deprivation practice is associated with increased patient enablement. Br J Gen Pract. 2007;57:960–6.CrossRefPubMedPubMedCentral
14.
go back to reference Di Blasi Z, Harkness E, Ernst E, Georgiou A, Kleijned J. Influence of context effects on health outcomes: a systematic review. Lancet. 2001;357:757–62.CrossRefPubMed Di Blasi Z, Harkness E, Ernst E, Georgiou A, Kleijned J. Influence of context effects on health outcomes: a systematic review. Lancet. 2001;357:757–62.CrossRefPubMed
15.
go back to reference Derksen F, Bensing J, Lagro-Janssen A. Effectiveness of empathy in general practice: a systematic review. Br J Gen Pract. 2013;63(606):e76–84.CrossRefPubMed Derksen F, Bensing J, Lagro-Janssen A. Effectiveness of empathy in general practice: a systematic review. Br J Gen Pract. 2013;63(606):e76–84.CrossRefPubMed
16.
go back to reference Neumann M, Bensing J, Mercer S, Ernstmann N, Ommen O, Pfaff H. Analyzing the “nature” and “specific effectiveness” of clinical empathy: a theoretical overview and contribution towards a theory-based research agenda. Patient Educ Couns. 2009;74:339–46.CrossRefPubMed Neumann M, Bensing J, Mercer S, Ernstmann N, Ommen O, Pfaff H. Analyzing the “nature” and “specific effectiveness” of clinical empathy: a theoretical overview and contribution towards a theory-based research agenda. Patient Educ Couns. 2009;74:339–46.CrossRefPubMed
17.
go back to reference Mercer SW, Neumann M, Wirtz W, Fitzpatrick B, Vojt G. Effect of general practitioner empathy on patient enablement, and patient-reported outcomes in primary care in an area of high socio-economic deprivation in Scotland - a pilot prospective study using structural equation modelling. Patient Educ Couns. 2008;73:240–5.CrossRefPubMed Mercer SW, Neumann M, Wirtz W, Fitzpatrick B, Vojt G. Effect of general practitioner empathy on patient enablement, and patient-reported outcomes in primary care in an area of high socio-economic deprivation in Scotland - a pilot prospective study using structural equation modelling. Patient Educ Couns. 2008;73:240–5.CrossRefPubMed
19.
go back to reference Craig P, Dieppe P, Macintyre S, Michie S, Nazareth I, Petticrew M. Developing and evaluating complex interventions: the new Medical Research Council guidance. BMJ. 2008;337:a1655.CrossRefPubMedPubMedCentral Craig P, Dieppe P, Macintyre S, Michie S, Nazareth I, Petticrew M. Developing and evaluating complex interventions: the new Medical Research Council guidance. BMJ. 2008;337:a1655.CrossRefPubMedPubMedCentral
20.
go back to reference O’Brien R, Wyke S, Guthrie B, Watt G, Mercer SW. An “endless struggle”: a qualitative study of GPs’ and practice nurses’ experiences of managing multimorbidity in socio-economically deprived areas of Scotland. Chronic Illn. 2011;7:45–59.CrossRefPubMed O’Brien R, Wyke S, Guthrie B, Watt G, Mercer SW. An “endless struggle”: a qualitative study of GPs’ and practice nurses’ experiences of managing multimorbidity in socio-economically deprived areas of Scotland. Chronic Illn. 2011;7:45–59.CrossRefPubMed
21.
go back to reference O’Brien R, Wyke S, Watt G, Guthrie B, Mercer SW. The ‘everyday work’ of living with multimorbidity in socio-economically deprived areas of Scotland. J Comorbidity. 2014;9:62. O’Brien R, Wyke S, Watt G, Guthrie B, Mercer SW. The ‘everyday work’ of living with multimorbidity in socio-economically deprived areas of Scotland. J Comorbidity. 2014;9:62.
22.
go back to reference Mercer SW, Fitzpatrick B, O’Brien R, Guthrie B, Watt GCM, Wyke S. The development and optimisation of a primary based-based whole system complex intervention for patients with multimorbidity living in areas of high socioeconomic deprivation. Chronic Illn. 2016 [Epub ahead of print]. Mercer SW, Fitzpatrick B, O’Brien R, Guthrie B, Watt GCM, Wyke S. The development and optimisation of a primary based-based whole system complex intervention for patients with multimorbidity living in areas of high socioeconomic deprivation. Chronic Illn. 2016 [Epub ahead of print].
23.
go back to reference Bikker AP, Mercer SW, Cotton P. Connecting, Assessing, Responding and Empowering (CARE): a universal approach to person-centred, empathic healthcare encounters. Educ Prim Care. 2012;23(6):454–7.PubMed Bikker AP, Mercer SW, Cotton P. Connecting, Assessing, Responding and Empowering (CARE): a universal approach to person-centred, empathic healthcare encounters. Educ Prim Care. 2012;23(6):454–7.PubMed
24.
go back to reference Kabat-Zinn J. Wherever you go, there you are: mindfulness meditation in everyday life. New York, USA: Hyperion; 1994. Kabat-Zinn J. Wherever you go, there you are: mindfulness meditation in everyday life. New York, USA: Hyperion; 1994.
25.
go back to reference Janssen MF, Pickard AS, Golicki D, Gudex C, Niewada M, Scalone L, et al. Measurement properties of the EQ-5D-5L compared to the EQ-5D-3L across eight patient groups: a multi-country study. Qual Life Res. 2013;22(7):1717–27.CrossRefPubMed Janssen MF, Pickard AS, Golicki D, Gudex C, Niewada M, Scalone L, et al. Measurement properties of the EQ-5D-5L compared to the EQ-5D-3L across eight patient groups: a multi-country study. Qual Life Res. 2013;22(7):1717–27.CrossRefPubMed
26.
go back to reference Bradley C. The 12-item Well-Being Questionnaire. Origins, current stage of development, and availability. Diabetes Care. 2000;23(6):875.CrossRefPubMed Bradley C. The 12-item Well-Being Questionnaire. Origins, current stage of development, and availability. Diabetes Care. 2000;23(6):875.CrossRefPubMed
27.
go back to reference Zigmond AS, Snaith RP. The hospital anxiety and depression scale. Acta Psychiatr Scand. 1983;67(6):36.CrossRef Zigmond AS, Snaith RP. The hospital anxiety and depression scale. Acta Psychiatr Scand. 1983;67(6):36.CrossRef
28.
go back to reference Lorig KR, Sobel DS, Ritter PL, Laurent D, Hobbs M. Effect of a self-management program for patients with chronic disease. Eff Clin Pract. 2001;4:256.PubMed Lorig KR, Sobel DS, Ritter PL, Laurent D, Hobbs M. Effect of a self-management program for patients with chronic disease. Eff Clin Pract. 2001;4:256.PubMed
29.
go back to reference Crandal R. The measurement of self-esteem and related constructs. In: Robinson JP, Shaver PR, editors. Measurement of social psychological attitudes. Revised Edition. Ann Arbor: ISR; 1973. p. 80–2. Crandal R. The measurement of self-esteem and related constructs. In: Robinson JP, Shaver PR, editors. Measurement of social psychological attitudes. Revised Edition. Ann Arbor: ISR; 1973. p. 80–2.
30.
go back to reference Scottish Index of Multiple Deprivation 2012: A National Statistics Publication for Scotland 18 December 2012. Edinburgh: The Scottish Government, 2012. ISBN: 978-1-78256-258-0. Scottish Index of Multiple Deprivation 2012: A National Statistics Publication for Scotland 18 December 2012. Edinburgh: The Scottish Government, 2012. ISBN: 978-1-78256-258-0.
31.
go back to reference Bayliss EA, Ellis JL, Steiner JF. Seniors’ self-reported multimorbidity captured biopsychosocial factors not incorporated into two other data-based morbidity measures. J Clin Epidemiol. 2009;62(5):550.CrossRefPubMed Bayliss EA, Ellis JL, Steiner JF. Seniors’ self-reported multimorbidity captured biopsychosocial factors not incorporated into two other data-based morbidity measures. J Clin Epidemiol. 2009;62(5):550.CrossRefPubMed
32.
go back to reference National Institute for Health and Care Excellence (NICE). Guide to the methods of technology appraisal 2013. London: NICE; 2013. National Institute for Health and Care Excellence (NICE). Guide to the methods of technology appraisal 2013. London: NICE; 2013.
33.
go back to reference Lovell K, Lamb J, Gask L, Bower P, Waheed W, Chew-Graham C, et al. Development and evaluation of culturally sensitive psychosocial interventions for under-served people in primary care. BMC Psychiatry. 2014;14:217.CrossRefPubMedPubMedCentral Lovell K, Lamb J, Gask L, Bower P, Waheed W, Chew-Graham C, et al. Development and evaluation of culturally sensitive psychosocial interventions for under-served people in primary care. BMC Psychiatry. 2014;14:217.CrossRefPubMedPubMedCentral
34.
go back to reference Hutton C, Gunn J. Do longer consultations improve the management of psychological problems in general practice? A systematic literature review. BMC Health Serv Res. 2007;7:71.CrossRefPubMedPubMedCentral Hutton C, Gunn J. Do longer consultations improve the management of psychological problems in general practice? A systematic literature review. BMC Health Serv Res. 2007;7:71.CrossRefPubMedPubMedCentral
36.
go back to reference Kennedy A, Bower P, Reeves D, Blakeman T, Chew-Graham C, Eden M, et al. Implementation of self management support for long term conditions in routine primary care settings: a cluster randomised controlled trial. BMJ. 2013;346:f2882. doi:10.1136/bmj.f2882.CrossRefPubMedPubMedCentral Kennedy A, Bower P, Reeves D, Blakeman T, Chew-Graham C, Eden M, et al. Implementation of self management support for long term conditions in routine primary care settings: a cluster randomised controlled trial. BMJ. 2013;346:f2882. doi:10.​1136/​bmj.​f2882.CrossRefPubMedPubMedCentral
37.
go back to reference Coventry P, Lovell K, Dickens C, Bower P, Chew-Graham C, McElvenny D, et al. Integrated primary care for patients with mental and physical multimorbidity: a cluster randomised controlled trial of collaborative care for patients with depression comorbid with diabetes or cardiovascular disease. BMJ. 2015;350:h638. doi:10.1136/bmj.h638.CrossRefPubMedPubMedCentral Coventry P, Lovell K, Dickens C, Bower P, Chew-Graham C, McElvenny D, et al. Integrated primary care for patients with mental and physical multimorbidity: a cluster randomised controlled trial of collaborative care for patients with depression comorbid with diabetes or cardiovascular disease. BMJ. 2015;350:h638. doi:10.​1136/​bmj.​h638.CrossRefPubMedPubMedCentral
38.
39.
go back to reference Charlton J, Rudisill C, Bhattari N, Gulliford M. Impact of deprivation on occurrence, outcomes and health care costs of people with multimorbidity. J Health Serv Res Policy. 2013;18(4):215–23.CrossRefPubMedPubMedCentral Charlton J, Rudisill C, Bhattari N, Gulliford M. Impact of deprivation on occurrence, outcomes and health care costs of people with multimorbidity. J Health Serv Res Policy. 2013;18(4):215–23.CrossRefPubMedPubMedCentral
Metadata
Title
The CARE Plus study – a whole-system intervention to improve quality of life of primary care patients with multimorbidity in areas of high socioeconomic deprivation: exploratory cluster randomised controlled trial and cost-utility analysis
Authors
Stewart W. Mercer
Bridie Fitzpatrick
Bruce Guthrie
Elisabeth Fenwick
Eleanor Grieve
Kenny Lawson
Nicki Boyer
Alex McConnachie
Suzanne M. Lloyd
Rosaleen O’Brien
Graham C. M. Watt
Sally Wyke
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Medicine / Issue 1/2016
Electronic ISSN: 1741-7015
DOI
https://doi.org/10.1186/s12916-016-0634-2

Other articles of this Issue 1/2016

BMC Medicine 1/2016 Go to the issue