Skip to main content
Top
Published in: Implementation Science 1/2013

Open Access 01-12-2013 | Study protocol

An innovative pay-for-performance (P4P) strategy for improving malaria management in rural Kenya: protocol for a cluster randomized controlled trial

Authors: Diana Menya, John Logedi, Imran Manji, Janice Armstrong, Brian Neelon, Wendy Prudhomme O’Meara

Published in: Implementation Science | Issue 1/2013

Login to get access

Abstract

Background

In high-resource settings, ‘pay-for-performance’ (P4P) programs have generated interest as a potential mechanism to improve health service delivery and accountability. However, there has been little or no experimental evidence to guide the development or assess the effectiveness of P4P incentive programs in developing countries. In the developing world, P4P programs are likely to rely, at least initially, on external funding from donors. Under these circumstances, the sustainability of such programs is in doubt and needs assessment.

Methods/design

We describe a cluster-randomized controlled trial underway in 18 health centers in western Kenya that is testing an innovative incentive strategy to improve management of an epidemiologically and economically important problem—diagnosis and treatment of malaria. The incentive scheme in this trial promotes adherence to Ministry of Health guidelines for laboratory confirmation of malaria before treatment, a priority area for the Ministry of Health. There are three important innovations that are unique to this study among those from other resource-constrained settings: the behavior being incentivized is quality of care rather than volume of service delivery; the incentives are applied at the facility-level rather than the individual level, thus benefiting facility infrastructure and performance overall; and the incentives are designed to be budget-neutral if effective.

Discussion

Linking appropriate case management for malaria to financial incentives has the potential to improve patient care and reduce wastage of expensive antimalarials. In our study facilities, on average only 25% of reported malaria cases were confirmed by laboratory diagnosis prior to the intervention, and the total treatment courses of antimalarials dispensed did not correspond to the number of cases reported. This study will demonstrate whether facility rather than individual incentives are compelling enough to improve case management, and whether these incentives lead to offsetting cost-savings as a result of reduced drug consumption.

Trial registration

ClinicalTrials.gov Registration Number NCT01809873
Literature
1.
go back to reference Roland M: Linking physicians’ pay to the quality of care–a major experiment in the United kingdom. N Engl J Med. 2004, 351 (14): 1448-1454. 10.1056/NEJMhpr041294.CrossRefPubMed Roland M: Linking physicians’ pay to the quality of care–a major experiment in the United kingdom. N Engl J Med. 2004, 351 (14): 1448-1454. 10.1056/NEJMhpr041294.CrossRefPubMed
2.
go back to reference McDonald R, White J, Marmor TR: Paying for performance in primary medical care: learning about and learning from ‘success’ and ‘failure’ in England and California. J Health Polit Policy Law. 2009, 34 (5): 747-776. 10.1215/03616878-2009-024.CrossRefPubMed McDonald R, White J, Marmor TR: Paying for performance in primary medical care: learning about and learning from ‘success’ and ‘failure’ in England and California. J Health Polit Policy Law. 2009, 34 (5): 747-776. 10.1215/03616878-2009-024.CrossRefPubMed
3.
go back to reference Eijkenaar F: Pay for performance in health care: an international overview of initiatives. Med Care Res Rev. 2012, 69 (3): 251-276. 10.1177/1077558711432891.CrossRefPubMed Eijkenaar F: Pay for performance in health care: an international overview of initiatives. Med Care Res Rev. 2012, 69 (3): 251-276. 10.1177/1077558711432891.CrossRefPubMed
4.
go back to reference Campbell S, Reeves D, Kontopantelis E, Middleton E, Sibbald B, Roland M: Quality of primary care in England with the introduction of pay for performance. N Engl J Med. 2007, 357 (2): 181-190. 10.1056/NEJMsr065990.CrossRefPubMed Campbell S, Reeves D, Kontopantelis E, Middleton E, Sibbald B, Roland M: Quality of primary care in England with the introduction of pay for performance. N Engl J Med. 2007, 357 (2): 181-190. 10.1056/NEJMsr065990.CrossRefPubMed
5.
go back to reference Meessen B, Kashala JP, Musango L: Output-based payment to boost staff productivity in public health centres: contracting in Kabutare district, Rwanda. Bull World Health Organ. 2007, 85 (2): 108-115. 10.2471/BLT.06.032110.CrossRefPubMedPubMedCentral Meessen B, Kashala JP, Musango L: Output-based payment to boost staff productivity in public health centres: contracting in Kabutare district, Rwanda. Bull World Health Organ. 2007, 85 (2): 108-115. 10.2471/BLT.06.032110.CrossRefPubMedPubMedCentral
6.
go back to reference Eldridge C, Palmer N: Performance-based payment: some reflections on the discourse, evidence and unanswered questions. Health Policy Plan. 2009, 24 (3): 160-166. 10.1093/heapol/czp002.CrossRefPubMed Eldridge C, Palmer N: Performance-based payment: some reflections on the discourse, evidence and unanswered questions. Health Policy Plan. 2009, 24 (3): 160-166. 10.1093/heapol/czp002.CrossRefPubMed
7.
go back to reference Basinga P, Gertler PJ, Binagwaho A, Soucat AL, Sturdy J, Vermeersch CM: Effect on maternal and child health services in Rwanda of payment to primary health-care providers for performance: an impact evaluation. Lancet. 2011, 377 (9775): 1421-1428. 10.1016/S0140-6736(11)60177-3.CrossRefPubMed Basinga P, Gertler PJ, Binagwaho A, Soucat AL, Sturdy J, Vermeersch CM: Effect on maternal and child health services in Rwanda of payment to primary health-care providers for performance: an impact evaluation. Lancet. 2011, 377 (9775): 1421-1428. 10.1016/S0140-6736(11)60177-3.CrossRefPubMed
8.
go back to reference Meessen B, Musango L, Kashala JP, Lemlin J: Reviewing institutions of rural health centres: the performance initiative in Butare, Rwanda. Trop Med Int Health. 2006, 11 (8): 1303-1317. 10.1111/j.1365-3156.2006.01680.x.CrossRefPubMed Meessen B, Musango L, Kashala JP, Lemlin J: Reviewing institutions of rural health centres: the performance initiative in Butare, Rwanda. Trop Med Int Health. 2006, 11 (8): 1303-1317. 10.1111/j.1365-3156.2006.01680.x.CrossRefPubMed
9.
go back to reference McNamara P: Quality-based payment: six case examples. Int J Qual Health Care. 2005, 17 (4): 357-362. 10.1093/intqhc/mzi033.CrossRefPubMed McNamara P: Quality-based payment: six case examples. Int J Qual Health Care. 2005, 17 (4): 357-362. 10.1093/intqhc/mzi033.CrossRefPubMed
10.
go back to reference Kalk A, Paul FA, Grabosch E: ‘Paying for performance’ in Rwanda: does it pay off?. Trop Med Int Health. 2010, 15 (2): 182-190. 10.1111/j.1365-3156.2009.02430.x.CrossRefPubMed Kalk A, Paul FA, Grabosch E: ‘Paying for performance’ in Rwanda: does it pay off?. Trop Med Int Health. 2010, 15 (2): 182-190. 10.1111/j.1365-3156.2009.02430.x.CrossRefPubMed
11.
go back to reference Witter S, Fretheim A, Kessy FL, Lindahl AK: Paying for performance to improve the delivery of health interventions in low- and middle-income countries. Cochrane Database Syst Rev. 2012, 2: CD007899 Witter S, Fretheim A, Kessy FL, Lindahl AK: Paying for performance to improve the delivery of health interventions in low- and middle-income countries. Cochrane Database Syst Rev. 2012, 2: CD007899
12.
go back to reference Lester H, Schmittdiel J, Selby J, Fireman B, Campbell S, Lee J, Whippy A, Madvig P: The impact of removing financial incentives from clinical quality indicators: longitudinal analysis of four Kaiser Permanente indicators. BMJ. 2010, 340: c1898-10.1136/bmj.c1898.CrossRefPubMedPubMedCentral Lester H, Schmittdiel J, Selby J, Fireman B, Campbell S, Lee J, Whippy A, Madvig P: The impact of removing financial incentives from clinical quality indicators: longitudinal analysis of four Kaiser Permanente indicators. BMJ. 2010, 340: c1898-10.1136/bmj.c1898.CrossRefPubMedPubMedCentral
13.
go back to reference Ansah EK, Narh-Bana S, Epokor M, Akanpigbiam S, Quartey AA, Gyapong J, Whitty CJ: Rapid testing for malaria in settings where microscopy is available and peripheral clinics where only presumptive treatment is available: a randomised controlled trial in Ghana. BMJ. 2010, 340: c930-10.1136/bmj.c930.CrossRefPubMedPubMedCentral Ansah EK, Narh-Bana S, Epokor M, Akanpigbiam S, Quartey AA, Gyapong J, Whitty CJ: Rapid testing for malaria in settings where microscopy is available and peripheral clinics where only presumptive treatment is available: a randomised controlled trial in Ghana. BMJ. 2010, 340: c930-10.1136/bmj.c930.CrossRefPubMedPubMedCentral
14.
go back to reference Hamer DH, Ndhlovu M, Zurovac D, Fox M, Yeboah-Antwi K, Chanda P, Sipilinyambe N, Simon JL, Snow RW: Improved diagnostic testing and malaria treatment practices in Zambia. Jama. 2007, 297 (20): 2227-2231. 10.1001/jama.297.20.2227.CrossRefPubMedPubMedCentral Hamer DH, Ndhlovu M, Zurovac D, Fox M, Yeboah-Antwi K, Chanda P, Sipilinyambe N, Simon JL, Snow RW: Improved diagnostic testing and malaria treatment practices in Zambia. Jama. 2007, 297 (20): 2227-2231. 10.1001/jama.297.20.2227.CrossRefPubMedPubMedCentral
15.
go back to reference Reyburn H, Mbakilwa H, Mwangi R, Mwerinde O, Olomi R, Drakeley C, Whitty CJ: Rapid diagnostic tests compared with malaria microscopy for guiding outpatient treatment of febrile illness in Tanzania: randomised trial. BMJ. 2007, 334 (7590): 403-10.1136/bmj.39073.496829.AE.CrossRefPubMedPubMedCentral Reyburn H, Mbakilwa H, Mwangi R, Mwerinde O, Olomi R, Drakeley C, Whitty CJ: Rapid diagnostic tests compared with malaria microscopy for guiding outpatient treatment of febrile illness in Tanzania: randomised trial. BMJ. 2007, 334 (7590): 403-10.1136/bmj.39073.496829.AE.CrossRefPubMedPubMedCentral
16.
go back to reference Zurovac D, Midia B, Ochola SA, English M, Snow RW: Microscopy and outpatient malaria case management among older children and adults in Kenya. Trop Med Int Health. 2006, 11 (4): 432-440. 10.1111/j.1365-3156.2006.01587.x.CrossRefPubMed Zurovac D, Midia B, Ochola SA, English M, Snow RW: Microscopy and outpatient malaria case management among older children and adults in Kenya. Trop Med Int Health. 2006, 11 (4): 432-440. 10.1111/j.1365-3156.2006.01587.x.CrossRefPubMed
17.
go back to reference Zurovac D, Njogu J, Akhwale W, Hamer DH, Snow RW: Translation of artemether-lumefantrine treatment policy into paediatric clinical practice: an early experience from Kenya. Trop Med Int Health. 2008, 13 (1): 99-107. 10.1111/j.1365-3156.2007.01980.x.CrossRefPubMedPubMedCentral Zurovac D, Njogu J, Akhwale W, Hamer DH, Snow RW: Translation of artemether-lumefantrine treatment policy into paediatric clinical practice: an early experience from Kenya. Trop Med Int Health. 2008, 13 (1): 99-107. 10.1111/j.1365-3156.2007.01980.x.CrossRefPubMedPubMedCentral
18.
go back to reference Uzochukwu BS, Onwujekwe E, Ezuma NN, Ezeoke OP, Ajuba MO, Sibeudu FT: Improving rational treatment of malaria: perceptions and influence of RDTs on prescribing behaviour of health workers in southeast Nigeria. PLoS One. 2011, 6 (1): e14627-10.1371/journal.pone.0014627.CrossRefPubMedPubMedCentral Uzochukwu BS, Onwujekwe E, Ezuma NN, Ezeoke OP, Ajuba MO, Sibeudu FT: Improving rational treatment of malaria: perceptions and influence of RDTs on prescribing behaviour of health workers in southeast Nigeria. PLoS One. 2011, 6 (1): e14627-10.1371/journal.pone.0014627.CrossRefPubMedPubMedCentral
19.
20.
go back to reference Ministry of Public Health and Sanitation, Division of Malaria Control: Monitoring outpatient malaria case management under the 2010 diagnostic and treatment policy in Kenya. 2012, Nairobi: Government of Kenya Ministry of Public Health and Sanitation, Division of Malaria Control: Monitoring outpatient malaria case management under the 2010 diagnostic and treatment policy in Kenya. 2012, Nairobi: Government of Kenya
21.
go back to reference Ngasala B, Mubi M, Warsame M, Petzold MG, Massele AY, Gustafsson LL, Tomson G, Premji Z, Bjorkman A: Impact of training in clinical and microscopy diagnosis of childhood malaria on antimalarial drug prescription and health outcome at primary health care level in Tanzania: a randomized controlled trial. Malar J. 2008, 7: 199-10.1186/1475-2875-7-199.CrossRefPubMedPubMedCentral Ngasala B, Mubi M, Warsame M, Petzold MG, Massele AY, Gustafsson LL, Tomson G, Premji Z, Bjorkman A: Impact of training in clinical and microscopy diagnosis of childhood malaria on antimalarial drug prescription and health outcome at primary health care level in Tanzania: a randomized controlled trial. Malar J. 2008, 7: 199-10.1186/1475-2875-7-199.CrossRefPubMedPubMedCentral
22.
go back to reference World Health Organization: World malaria report. 2012, Geneva World Health Organization: World malaria report. 2012, Geneva
23.
go back to reference O’Meara WP, Mangeni JN, Steketee R, Greenwood B: Changes in the burden of malaria in sub-Saharan Africa. Lancet Infect Dis. 2010, 10 (8): 545-555. 10.1016/S1473-3099(10)70096-7.CrossRefPubMed O’Meara WP, Mangeni JN, Steketee R, Greenwood B: Changes in the burden of malaria in sub-Saharan Africa. Lancet Infect Dis. 2010, 10 (8): 545-555. 10.1016/S1473-3099(10)70096-7.CrossRefPubMed
24.
go back to reference O'Meara WP, Bejon P, Mwangi TW, Okiro EA, Peshu N, Snow RW, Newton CR, Marsh K: Effect of a fall in malaria transmission on morbidity and mortality in Kilifi, Kenya. Lancet. 2008, 372 (9649): 1555-1562. 10.1016/S0140-6736(08)61655-4.CrossRefPubMedPubMedCentral O'Meara WP, Bejon P, Mwangi TW, Okiro EA, Peshu N, Snow RW, Newton CR, Marsh K: Effect of a fall in malaria transmission on morbidity and mortality in Kilifi, Kenya. Lancet. 2008, 372 (9649): 1555-1562. 10.1016/S0140-6736(08)61655-4.CrossRefPubMedPubMedCentral
25.
go back to reference John CC, Riedesel MA, Magak NG, Lindblade KA, Menge DM, Hodges JS, Vulule JM, Akhwale W: Possible interruption of malaria transmission, highland Kenya, 2007–2008. Emerg Infect Dis. 2009, 15 (12): 1917-1924.CrossRefPubMedPubMedCentral John CC, Riedesel MA, Magak NG, Lindblade KA, Menge DM, Hodges JS, Vulule JM, Akhwale W: Possible interruption of malaria transmission, highland Kenya, 2007–2008. Emerg Infect Dis. 2009, 15 (12): 1917-1924.CrossRefPubMedPubMedCentral
26.
go back to reference Okech BA, Mwobobia IK, Kamau A, Muiruri S, Mutiso N, Nyambura J, Mwatele C, Amano T, Mwandawiro CS: Use of integrated malaria management reduces malaria in Kenya. PLoS One. 2008, 3 (12): e4050-10.1371/journal.pone.0004050.CrossRefPubMedPubMedCentral Okech BA, Mwobobia IK, Kamau A, Muiruri S, Mutiso N, Nyambura J, Mwatele C, Amano T, Mwandawiro CS: Use of integrated malaria management reduces malaria in Kenya. PLoS One. 2008, 3 (12): e4050-10.1371/journal.pone.0004050.CrossRefPubMedPubMedCentral
27.
go back to reference Ministry of Public Health and Sanitation: Division of malaria control. National guidelines for diagnosis. 2010, Treatment and Prevention of Malaria in Kenya Ministry of Public Health and Sanitation: Division of malaria control. National guidelines for diagnosis. 2010, Treatment and Prevention of Malaria in Kenya
28.
go back to reference World Health Organization: Guidelines for the treatment of malaria. 2010, Geneva, second World Health Organization: Guidelines for the treatment of malaria. 2010, Geneva, second
30.
go back to reference Ohrt C, Obare P, Nanakorn A, Adhiambo C, Awuondo K, O’Meara WP, Remich S, Martin K, Cook E, Chretien JP, Lucas C, Osoga J, McEvoy P, Owaga ML, Odera JS, Ogutu B: Establishing a malaria diagnostics centre of excellence in Kisumu, Kenya. Malar J. 2007, 6: 79-10.1186/1475-2875-6-79.CrossRefPubMedPubMedCentral Ohrt C, Obare P, Nanakorn A, Adhiambo C, Awuondo K, O’Meara WP, Remich S, Martin K, Cook E, Chretien JP, Lucas C, Osoga J, McEvoy P, Owaga ML, Odera JS, Ogutu B: Establishing a malaria diagnostics centre of excellence in Kisumu, Kenya. Malar J. 2007, 6: 79-10.1186/1475-2875-6-79.CrossRefPubMedPubMedCentral
31.
go back to reference Opwora A, Kabare M, Molyneux S, Goodman C: Direct facility funding as a response to user fee reduction: implementation and perceived impact among Kenyan health centres and dispensaries. Health Policy Plan. 2010, 25 (5): 406-418. 10.1093/heapol/czq009.CrossRefPubMedPubMedCentral Opwora A, Kabare M, Molyneux S, Goodman C: Direct facility funding as a response to user fee reduction: implementation and perceived impact among Kenyan health centres and dispensaries. Health Policy Plan. 2010, 25 (5): 406-418. 10.1093/heapol/czq009.CrossRefPubMedPubMedCentral
32.
go back to reference Rosenau PV, Lal LS, Lako C: Managing pay for performance: aligning social science research with budget predictability. J Healthc Manag. 2012, 57 (6): 391-404. discussion −5PubMed Rosenau PV, Lal LS, Lako C: Managing pay for performance: aligning social science research with budget predictability. J Healthc Manag. 2012, 57 (6): 391-404. discussion −5PubMed
33.
go back to reference Donner A, Klar N: Design and analysis of cluster randomized trials in health research. 2000, London: Arnold Donner A, Klar N: Design and analysis of cluster randomized trials in health research. 2000, London: Arnold
34.
go back to reference Rotich JK, Hannan TJ, Smith FE, Bii J, Odero WW, Vu N, Mamlin BW, Mamlin JJ, Einterz RM, Tierney WM: Installing and implementing a computer-based patient record system in sub-Saharan Africa: the mosoriot medical record system. J Am Med Inform Assoc. 2003, 10 (4): 295-303. 10.1197/jamia.M1301.CrossRefPubMedPubMedCentral Rotich JK, Hannan TJ, Smith FE, Bii J, Odero WW, Vu N, Mamlin BW, Mamlin JJ, Einterz RM, Tierney WM: Installing and implementing a computer-based patient record system in sub-Saharan Africa: the mosoriot medical record system. J Am Med Inform Assoc. 2003, 10 (4): 295-303. 10.1197/jamia.M1301.CrossRefPubMedPubMedCentral
35.
go back to reference Zurovac D, Larson BA, Skarbinski J, Slutsker L, Snow RW, Hamel MJ: Modeling the financial and clinical implications of malaria rapid diagnostic tests in the case-management of older children and adults in Kenya. AmJTrop Med Hyg. 2008, 78 (6): 884-891. Zurovac D, Larson BA, Skarbinski J, Slutsker L, Snow RW, Hamel MJ: Modeling the financial and clinical implications of malaria rapid diagnostic tests in the case-management of older children and adults in Kenya. AmJTrop Med Hyg. 2008, 78 (6): 884-891.
36.
go back to reference Mosha JF, Conteh L, Tediosi F, Gesase S, Bruce J, Chandramohan D: Cost implications of improving malaria diagnosis: findings from north-eastern Tanzania. PLoS One. 2009, 5 (1): e8707-CrossRef Mosha JF, Conteh L, Tediosi F, Gesase S, Bruce J, Chandramohan D: Cost implications of improving malaria diagnosis: findings from north-eastern Tanzania. PLoS One. 2009, 5 (1): e8707-CrossRef
37.
go back to reference Hayward RA, Kent DM: 6 EZ steps to improving your performance: (or how to make P4P pay 4U!). Jama. 2008, 300 (3): 255-256. 10.1001/jama.2008.69.CrossRefPubMed Hayward RA, Kent DM: 6 EZ steps to improving your performance: (or how to make P4P pay 4U!). Jama. 2008, 300 (3): 255-256. 10.1001/jama.2008.69.CrossRefPubMed
Metadata
Title
An innovative pay-for-performance (P4P) strategy for improving malaria management in rural Kenya: protocol for a cluster randomized controlled trial
Authors
Diana Menya
John Logedi
Imran Manji
Janice Armstrong
Brian Neelon
Wendy Prudhomme O’Meara
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Implementation Science / Issue 1/2013
Electronic ISSN: 1748-5908
DOI
https://doi.org/10.1186/1748-5908-8-48

Other articles of this Issue 1/2013

Implementation Science 1/2013 Go to the issue