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Published in: Trials 1/2017

Open Access 01-12-2017 | Study protocol

The added value of a mobile application of Community Case Management on referral, re-consultation and hospitalization rates of children aged under 5 years in two districts in Northern Malawi: study protocol for a pragmatic, stepped-wedge cluster-randomized controlled trial

Authors: Victoria Hardy, Yvonne O’Connor, Ciara Heavin, Nikolaos Mastellos, Tammy Tran, John O’Donoghue, Annette L. Fitzpatrick, Nicole Ide, Tsung-Shu Joseph Wu, Griphin Baxter Chirambo, Adamson S. Muula, Moffat Nyirenda, Sven Carlsson, Bo Andersson, Matthew Thompson

Published in: Trials | Issue 1/2017

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Abstract

Background

There is evidence to suggest that frontline community health workers in Malawi are under-referring children to higher-level facilities. Integrating a digitized version of paper-based methods of Community Case Management (CCM) could strengthen delivery, increasing urgent referral rates and preventing unnecessary re-consultations and hospital admissions. This trial aims to evaluate the added value of the Supporting LIFE electronic Community Case Management Application (SL eCCM App) compared to paper-based CCM on urgent referral, re-consultation and hospitalization rates, in two districts in Northern Malawi.

Methods/design

This is a pragmatic, stepped-wedge cluster-randomized trial assessing the added value of the SL eCCM App on urgent referral, re-consultation and hospitalization rates of children aged 2 months and older to up to 5 years, within 7 days of the index visit. One hundred and two health surveillance assistants (HSAs) were stratified into six clusters based on geographical location, and clusters randomized to the timing of crossover to the intervention using simple, computer-generated randomization. Training workshops were conducted prior to the control (paper-CCM) and intervention (paper-CCM + SL eCCM App) in assigned clusters. Neither participants nor study personnel were blinded to allocation. Outcome measures were determined by abstraction of clinical data from patient records 2 weeks after recruitment. A nested qualitative study explored perceptions of adherence to urgent referral recommendations and a cost evaluation determined the financial and time-related costs to caregivers of subsequent health care utilization. The trial was conducted between July 2016 and February 2017.

Discussion

This is the first large-scale trial evaluating the value of adding a mobile application of CCM to the assessment of children aged under 5 years. The trial will generate evidence on the potential use of mobile health for CCM in Malawi, and more widely in other low- and middle-income countries.

Trial registration

ClinicalTrials.gov, ID: NCT02763345. Registered on 3 May 2016.
Appendix
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Literature
1.
go back to reference Diaz T, Aboubaker S, Young M. Current scientific evidence for integrated community case management (iCCM) in Africa: findings from the iCCM Evidence Symposium. J Glob Health. 2014;4(2):020101.PubMedPubMedCentral Diaz T, Aboubaker S, Young M. Current scientific evidence for integrated community case management (iCCM) in Africa: findings from the iCCM Evidence Symposium. J Glob Health. 2014;4(2):020101.PubMedPubMedCentral
2.
go back to reference Amouzou A, Hazel E, Shaw B, Miller NP, Tafesse M, Mekonnen Y, et al. Effects of the integrated community case management of childhood illness strategy on child mortality in Ethiopia: a cluster randomized trial. Am J Trop Med Hyg. 2016;94(3):596–604.CrossRefPubMedPubMedCentral Amouzou A, Hazel E, Shaw B, Miller NP, Tafesse M, Mekonnen Y, et al. Effects of the integrated community case management of childhood illness strategy on child mortality in Ethiopia: a cluster randomized trial. Am J Trop Med Hyg. 2016;94(3):596–604.CrossRefPubMedPubMedCentral
3.
go back to reference Bagonza J, Kibira SP, Rutebemberwa E. Performance of community health workers managing malaria, pneumonia and diarrhoea under the community case management programme in central Uganda: a cross sectional study. Malar J. 2014;13(1):367.CrossRefPubMedPubMedCentral Bagonza J, Kibira SP, Rutebemberwa E. Performance of community health workers managing malaria, pneumonia and diarrhoea under the community case management programme in central Uganda: a cross sectional study. Malar J. 2014;13(1):367.CrossRefPubMedPubMedCentral
4.
go back to reference Kok MC, Muula AS. Motivation and job satisfaction of health surveillance assistants in Mwanza, Malawi: an explorative study. Malawi Med J. 2013;25(1):5–11.PubMedPubMedCentral Kok MC, Muula AS. Motivation and job satisfaction of health surveillance assistants in Mwanza, Malawi: an explorative study. Malawi Med J. 2013;25(1):5–11.PubMedPubMedCentral
5.
go back to reference Miller NP, Amouzou A, Hazel E, Degefie T, Legesse H, Tafesse M, et al. Assessing the quality of sick child care provided by community health workers. PLoS One. 2015;10(11):e0142010.CrossRefPubMedPubMedCentral Miller NP, Amouzou A, Hazel E, Degefie T, Legesse H, Tafesse M, et al. Assessing the quality of sick child care provided by community health workers. PLoS One. 2015;10(11):e0142010.CrossRefPubMedPubMedCentral
6.
go back to reference English L, Miller JS, Mbusa R, Matte M, Kenney J, Bwambale S, et al. Monitoring iCCM referral systems: Bugoye Integrated Community Case Management Initiative (BIMI) in Uganda. Malar J. 2016;15(1):247.CrossRefPubMedPubMedCentral English L, Miller JS, Mbusa R, Matte M, Kenney J, Bwambale S, et al. Monitoring iCCM referral systems: Bugoye Integrated Community Case Management Initiative (BIMI) in Uganda. Malar J. 2016;15(1):247.CrossRefPubMedPubMedCentral
7.
go back to reference Newbrander W, Ickx P, Werner R, Mujadidi F. Compliance with referral of sick children: a survey in five districts of Afghanistan. BMC Pediatr. 2012;12:46.CrossRefPubMedPubMedCentral Newbrander W, Ickx P, Werner R, Mujadidi F. Compliance with referral of sick children: a survey in five districts of Afghanistan. BMC Pediatr. 2012;12:46.CrossRefPubMedPubMedCentral
8.
go back to reference Najjemba R, Kiapi L, Demissie SD, Gossaye T, Engida M, Ratnayake R, et al. Integrated community case management: quality of care and adherence to medication in Beneshangul-Gumuz Region, Ethiopia. Ethiop Med J. 2014;52 Suppl 3:83–90.PubMed Najjemba R, Kiapi L, Demissie SD, Gossaye T, Engida M, Ratnayake R, et al. Integrated community case management: quality of care and adherence to medication in Beneshangul-Gumuz Region, Ethiopia. Ethiop Med J. 2014;52 Suppl 3:83–90.PubMed
9.
go back to reference Ruizendaal E, Dierickx S, Peeters Grietens K, Schallig HD, Pagnoni F, Mens PF. Success or failure of critical steps in community case management of malaria with rapid diagnostic tests: a systematic review. Malar J. 2014;13(1):229.CrossRefPubMedPubMedCentral Ruizendaal E, Dierickx S, Peeters Grietens K, Schallig HD, Pagnoni F, Mens PF. Success or failure of critical steps in community case management of malaria with rapid diagnostic tests: a systematic review. Malar J. 2014;13(1):229.CrossRefPubMedPubMedCentral
10.
go back to reference Druetz T, Siekmans K, Goossens S, Ridde V, Haddad S. The community case management of pneumonia in Africa: a review of the evidence. Health Policy Plan. 2013;(2):253-66. Druetz T, Siekmans K, Goossens S, Ridde V, Haddad S. The community case management of pneumonia in Africa: a review of the evidence. Health Policy Plan. 2013;(2):253-66.
11.
go back to reference Nsona H, Mtimuni A, Daelmans B, Callaghan-Koru JA, Gilroy K, Mgalula L, et al. Scaling up integrated community case management of childhood illness: update from Malawi. Am J Trop Med Hyg. 2012;87(5 Suppl):54–60.CrossRefPubMedPubMedCentral Nsona H, Mtimuni A, Daelmans B, Callaghan-Koru JA, Gilroy K, Mgalula L, et al. Scaling up integrated community case management of childhood illness: update from Malawi. Am J Trop Med Hyg. 2012;87(5 Suppl):54–60.CrossRefPubMedPubMedCentral
12.
go back to reference Larrú B. Reducing childhood mortality from acute respiratory infections in Malawi African J Respir Med. 2009. pp. 18-22. Larrú B. Reducing childhood mortality from acute respiratory infections in Malawi African J Respir Med. 2009. pp. 18-22.
13.
go back to reference Lyratzopoulos G, Wardle J, Rubin G. Rethinking diagnostic delay in cancer: how difficult is the diagnosis? BMJ Br Med J. 2014;349:g7400. Lyratzopoulos G, Wardle J, Rubin G. Rethinking diagnostic delay in cancer: how difficult is the diagnosis? BMJ Br Med J. 2014;349:g7400.
14.
go back to reference Waters E, Rafter J, Douglas GP, Bwanali M, Jazayeri D, Fraser HS. Experience implementing a point-of-care electronic medical record system for primary care in Malawi. Stud Health Technol Inform. 2010;160(Pt 1):96–100.PubMed Waters E, Rafter J, Douglas GP, Bwanali M, Jazayeri D, Fraser HS. Experience implementing a point-of-care electronic medical record system for primary care in Malawi. Stud Health Technol Inform. 2010;160(Pt 1):96–100.PubMed
15.
go back to reference Hardy V HJ, Chirambo B, Wu Tsung-Shu J, O’Donoghue J, Muula AS, Thompson M. Assessing the feasibility of mobile phones for follow-up of acutely unwell children presenting to village clinics in rural Northern Malawi. Malawi Med J. 2016;29(1):53-54. Hardy V HJ, Chirambo B, Wu Tsung-Shu J, O’Donoghue J, Muula AS, Thompson M. Assessing the feasibility of mobile phones for follow-up of acutely unwell children presenting to village clinics in rural Northern Malawi. Malawi Med J. 2016;29(1):53-54.
16.
go back to reference Kalter HD, Salgado R, Moulton LH, Nieto P, Contreras A, Egas ML, et al. Factors constraining adherence to referral advice for severely ill children managed by the Integrated Management of Childhood Illness approach in Imbabura Province, Ecuador. Acta Paediatr. 2003;92(1):103–10.CrossRefPubMed Kalter HD, Salgado R, Moulton LH, Nieto P, Contreras A, Egas ML, et al. Factors constraining adherence to referral advice for severely ill children managed by the Integrated Management of Childhood Illness approach in Imbabura Province, Ecuador. Acta Paediatr. 2003;92(1):103–10.CrossRefPubMed
17.
go back to reference Owais A, Sultana S, Stein AD, Bashir NH, Awaldad R, Zaidi AK. Why do families of sick newborns accept hospital care? A community-based cohort study in Karachi, Pakistan. J Perinatol. 2011;31(9):586–92.CrossRefPubMedPubMedCentral Owais A, Sultana S, Stein AD, Bashir NH, Awaldad R, Zaidi AK. Why do families of sick newborns accept hospital care? A community-based cohort study in Karachi, Pakistan. J Perinatol. 2011;31(9):586–92.CrossRefPubMedPubMedCentral
18.
go back to reference Ustrup M, Ngwira B, Stockman LJ, Deming M, Nyasulu P, Bowie C, et al. Potential barriers to healthcare in Malawi for under-five children with cough and fever: a national household survey. J Health Popul Nutr. 2014;32(1):68–78.PubMedPubMedCentral Ustrup M, Ngwira B, Stockman LJ, Deming M, Nyasulu P, Bowie C, et al. Potential barriers to healthcare in Malawi for under-five children with cough and fever: a national household survey. J Health Popul Nutr. 2014;32(1):68–78.PubMedPubMedCentral
19.
go back to reference Peterson S, Nsungwa-Sabiiti J, Were W, Nsabagasani X, Magumba G, Nambooze J, et al. Coping with paediatric referral—Ugandan parents’ experience. Lancet. 2004;363(9425):1955–6.CrossRefPubMed Peterson S, Nsungwa-Sabiiti J, Were W, Nsabagasani X, Magumba G, Nambooze J, et al. Coping with paediatric referral—Ugandan parents’ experience. Lancet. 2004;363(9425):1955–6.CrossRefPubMed
20.
go back to reference Ganatra B, Hirve S. Male bias in health care utilization for under-fives in a rural community in western India. Bull World Health Organ. 1994;72(1):101–4.PubMedPubMedCentral Ganatra B, Hirve S. Male bias in health care utilization for under-fives in a rural community in western India. Bull World Health Organ. 1994;72(1):101–4.PubMedPubMedCentral
21.
go back to reference Bakry N, Laabid A, De Brouwere V, Dujardin B. Why patients do not comply with reference decision made by general practitioners? Rev D'epidemiol Sante Publique. 1999;47 Suppl 2:2s65–74. Bakry N, Laabid A, De Brouwere V, Dujardin B. Why patients do not comply with reference decision made by general practitioners? Rev D'epidemiol Sante Publique. 1999;47 Suppl 2:2s65–74.
22.
go back to reference Gabrysch S, Campbell OM. Still too far to walk: literature review of the determinants of delivery service use. BMC Pregnancy Childbirth. 2009;9(1):1–18.CrossRef Gabrysch S, Campbell OM. Still too far to walk: literature review of the determinants of delivery service use. BMC Pregnancy Childbirth. 2009;9(1):1–18.CrossRef
23.
go back to reference Johansson EW, Kitutu FE, Mayora C, Awor P, Peterson SS, Wamani H, et al. It could be viral but you don’t know, you have not diagnosed it: health worker challenges in managing non-malaria paediatric fevers in the low transmission area of Mbarara District, Uganda. Malar J. 2016;15:197.CrossRefPubMedPubMedCentral Johansson EW, Kitutu FE, Mayora C, Awor P, Peterson SS, Wamani H, et al. It could be viral but you don’t know, you have not diagnosed it: health worker challenges in managing non-malaria paediatric fevers in the low transmission area of Mbarara District, Uganda. Malar J. 2016;15:197.CrossRefPubMedPubMedCentral
24.
go back to reference Grant M, Wilford A, Haskins L, Phakathi S, Mntambo N, Horwood CM. Trust of community health workers influences the acceptance of community-based maternal and child health services. Afr J Primary Health Care Fam Med. 2017;9(1):1281. Grant M, Wilford A, Haskins L, Phakathi S, Mntambo N, Horwood CM. Trust of community health workers influences the acceptance of community-based maternal and child health services. Afr J Primary Health Care Fam Med. 2017;9(1):1281.
25.
go back to reference Kabakyenga J, Barigye C, Brenner J, Maling S, Buchner D, Nettle-Aquirre A, et al. A demonstration of mobile phone deployment to support the treatment of acutely ill children under five in Bushenyi district, Uganda. Afr Health Sci. 2016;16(1):89–96.CrossRefPubMedPubMedCentral Kabakyenga J, Barigye C, Brenner J, Maling S, Buchner D, Nettle-Aquirre A, et al. A demonstration of mobile phone deployment to support the treatment of acutely ill children under five in Bushenyi district, Uganda. Afr Health Sci. 2016;16(1):89–96.CrossRefPubMedPubMedCentral
26.
go back to reference Kenny A, Gordon N, Griffiths T, Kraemer JD, Siedner MJ. Validation relaxation: a quality assurance strategy for electronic data collection. J Med Internet Res. 2017;19(8):e297.CrossRefPubMedPubMedCentral Kenny A, Gordon N, Griffiths T, Kraemer JD, Siedner MJ. Validation relaxation: a quality assurance strategy for electronic data collection. J Med Internet Res. 2017;19(8):e297.CrossRefPubMedPubMedCentral
27.
go back to reference Mitchell M, Getchell M, Nkaka M, Msellemu D, Van Esch J, Hedt-Gauthier B. Perceived improvement in integrated management of childhood illness implementation through use of mobile technology: qualitative evidence from a pilot study in Tanzania. J Health Commun. 2012;17 Suppl 1:118–27.CrossRefPubMed Mitchell M, Getchell M, Nkaka M, Msellemu D, Van Esch J, Hedt-Gauthier B. Perceived improvement in integrated management of childhood illness implementation through use of mobile technology: qualitative evidence from a pilot study in Tanzania. J Health Commun. 2012;17 Suppl 1:118–27.CrossRefPubMed
29.
go back to reference Agarwal S, Perry HB, Long L-A, Labrique AB. Evidence on feasibility and effective use of mHealth strategies by frontline health workers in developing countries: systematic review. Trop Med Int Health. 2015;20(8):1003–14.CrossRefPubMedPubMedCentral Agarwal S, Perry HB, Long L-A, Labrique AB. Evidence on feasibility and effective use of mHealth strategies by frontline health workers in developing countries: systematic review. Trop Med Int Health. 2015;20(8):1003–14.CrossRefPubMedPubMedCentral
30.
go back to reference Kahn JG, Yang JS, Kahn JS. “Mobile” health needs and opportunities in developing countries. Health Aff (Millwood). 2010;29(2):252–8.CrossRef Kahn JG, Yang JS, Kahn JS. “Mobile” health needs and opportunities in developing countries. Health Aff (Millwood). 2010;29(2):252–8.CrossRef
31.
go back to reference O’Connor Y, Hardy V, Heavin C, Gallagher J, O’Donoghue JM. Supporting LIFE: mobile health application for classifying, treating and monitoring disease outbreaks of sick children in developing countries. 2015. O’Connor Y, Hardy V, Heavin C, Gallagher J, O’Donoghue JM. Supporting LIFE: mobile health application for classifying, treating and monitoring disease outbreaks of sick children in developing countries. 2015.
32.
go back to reference Hargreaves JR, Copas AJ, Beard E, Osrin D, Lewis JJ, Davey C, et al. Five questions to consider before conducting a stepped wedge trial. Trials. 2015;16(1):350.CrossRefPubMedPubMedCentral Hargreaves JR, Copas AJ, Beard E, Osrin D, Lewis JJ, Davey C, et al. Five questions to consider before conducting a stepped wedge trial. Trials. 2015;16(1):350.CrossRefPubMedPubMedCentral
33.
go back to reference Hussey MA, Hughes JP. Design and analysis of stepped wedge cluster randomized trials. Contemp Clin Trials. 2007;28(2):182–91.CrossRefPubMed Hussey MA, Hughes JP. Design and analysis of stepped wedge cluster randomized trials. Contemp Clin Trials. 2007;28(2):182–91.CrossRefPubMed
34.
go back to reference Chan AW, Tetzlaff JM, Gotzsche PC, Altman DG, Mann H, Berlin JA, et al. SPIRIT 2013 explanation and elaboration: guidance for protocols of clinical trials. BMJ. 2013;346:e7586.CrossRefPubMedPubMedCentral Chan AW, Tetzlaff JM, Gotzsche PC, Altman DG, Mann H, Berlin JA, et al. SPIRIT 2013 explanation and elaboration: guidance for protocols of clinical trials. BMJ. 2013;346:e7586.CrossRefPubMedPubMedCentral
35.
go back to reference Weston W, Smedley J, Bennett A, Mortimer K. The Cooking and Pneumonia Study (CAPS) in Malawi: implementation of remote source data verification. PLoS One. 2016;11(6):e0155966.CrossRefPubMedPubMedCentral Weston W, Smedley J, Bennett A, Mortimer K. The Cooking and Pneumonia Study (CAPS) in Malawi: implementation of remote source data verification. PLoS One. 2016;11(6):e0155966.CrossRefPubMedPubMedCentral
37.
go back to reference Gilroy KE, Callaghan-Koru JA, Cardemil CV, Nsona H, Amouzou A, Mtimuni A, et al. Quality of sick child care delivered by health surveillance assistants in Malawi. Health Policy Plan. 2013;28(6):573–85.CrossRefPubMed Gilroy KE, Callaghan-Koru JA, Cardemil CV, Nsona H, Amouzou A, Mtimuni A, et al. Quality of sick child care delivered by health surveillance assistants in Malawi. Health Policy Plan. 2013;28(6):573–85.CrossRefPubMed
38.
go back to reference Kihuba E, Gathara D, Mwinga S, Mulaku M, Kosgei R, Mogoa W, et al. Assessing the ability of health information systems in hospitals to support evidence-informed decisions in Kenya. Global Health Act. 2014;7:doi:10.3402/gha.v7.24859. Kihuba E, Gathara D, Mwinga S, Mulaku M, Kosgei R, Mogoa W, et al. Assessing the ability of health information systems in hospitals to support evidence-informed decisions in Kenya. Global Health Act. 2014;7:doi:10.​3402/​gha.​v7.​24859.
39.
go back to reference Hemming K, Haines TP, Chilton PJ, Girling AJ, Lilford RJ. The stepped wedge cluster randomised trial: rationale, design, analysis, and reporting. BMJ Br Med J. 2015;350:h391 doi:10.1136/bmj.h391. Hemming K, Haines TP, Chilton PJ, Girling AJ, Lilford RJ. The stepped wedge cluster randomised trial: rationale, design, analysis, and reporting. BMJ Br Med J. 2015;350:h391 doi:10.​1136/​bmj.​h391.
40.
41.
go back to reference An advanced cookstove intervention to prevent pneumonia in children younger than 5 years in Malawi: a cluster randomised controlled trial [Trial protocol]. In press. An advanced cookstove intervention to prevent pneumonia in children younger than 5 years in Malawi: a cluster randomised controlled trial [Trial protocol]. In press.
42.
go back to reference Hofstede G. Culture’s consequences: international differences in work-related values. Beverly Hills: Sage; 1980. Hofstede G. Culture’s consequences: international differences in work-related values. Beverly Hills: Sage; 1980.
43.
go back to reference Atkinson S, Ngwengwe A, Macwan'gi M, Ngulube TJ, Harpham T, O’Connell A. The referral process and urban health care in sub-Saharan Africa: the case of Lusaka, Zambia. Soc Sci Med. 1999;49:27-38. Atkinson S, Ngwengwe A, Macwan'gi M, Ngulube TJ, Harpham T, O’Connell A. The referral process and urban health care in sub-Saharan Africa: the case of Lusaka, Zambia. Soc Sci Med. 1999;49:27-38.
44.
go back to reference Bossyns P, Abache R, Abdoulaye MS, Miyé H, Depoorter A-M, Van Lerberghe W. Monitoring the referral system through benchmarking in rural Niger: an evaluation of the functional relation between health centres and the district hospital. BMC Health Serv Res. 2006;6(1):1–7.CrossRef Bossyns P, Abache R, Abdoulaye MS, Miyé H, Depoorter A-M, Van Lerberghe W. Monitoring the referral system through benchmarking in rural Niger: an evaluation of the functional relation between health centres and the district hospital. BMC Health Serv Res. 2006;6(1):1–7.CrossRef
45.
go back to reference Källander K, Tibenderana JK, Akpogheneta OJ, Strachan DL, Hill Z, ten Asbroek AHA, et al. Mobile Health (mHealth) approaches and lessons for increased performance and retention of community health workers in low- and middle-income countries: a review. J Med Internet Res. 2013;15(1):e17.CrossRefPubMedPubMedCentral Källander K, Tibenderana JK, Akpogheneta OJ, Strachan DL, Hill Z, ten Asbroek AHA, et al. Mobile Health (mHealth) approaches and lessons for increased performance and retention of community health workers in low- and middle-income countries: a review. J Med Internet Res. 2013;15(1):e17.CrossRefPubMedPubMedCentral
46.
go back to reference StataCorp. Stata Statistical Software: Release 13. College Station, TX: StataCorp LP; 2013. StataCorp. Stata Statistical Software: Release 13. College Station, TX: StataCorp LP; 2013.
47.
go back to reference Fleiss JL, Levin B, Paik MC. Statistical methods for rates and proportions, third edition. Shewart WA, editor. New Jersey: Wiley, Inc. Hoboken; 2004. Fleiss JL, Levin B, Paik MC. Statistical methods for rates and proportions, third edition. Shewart WA, editor. New Jersey: Wiley, Inc. Hoboken; 2004.
48.
go back to reference Guest G, Bunce A, Johnson L. How many interviews are enough?: an experiment with data saturation and variability. Field Methods. 2006;18(1):59–82.CrossRef Guest G, Bunce A, Johnson L. How many interviews are enough?: an experiment with data saturation and variability. Field Methods. 2006;18(1):59–82.CrossRef
49.
go back to reference Ande O, Oladepo O, Brieger WR. Comparison of knowledge on diarrheal disease management between two types of community-based distributors in Oyo State, Nigeria. Health Educ Res. 2004;19(1):110-3. Ande O, Oladepo O, Brieger WR. Comparison of knowledge on diarrheal disease management between two types of community-based distributors in Oyo State, Nigeria. Health Educ Res. 2004;19(1):110-3.
50.
go back to reference Sterne JAC, White IR, Carlin JB, Spratt M, Royston P, Kenward MG, et al. Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls. BMJ. 2009;338:b2393. doi:10.1136/bmj.b2393. Sterne JAC, White IR, Carlin JB, Spratt M, Royston P, Kenward MG, et al. Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls. BMJ. 2009;338:b2393. doi:10.​1136/​bmj.​b2393.
51.
52.
go back to reference Tong A, Sainsbury P, Craig J. Consolidated criteria for reporting qualitative research (COREQ): a 32-item checklist for interviews and focus groups. International J Qual Health Care. 2007;19(6):349–57.CrossRef Tong A, Sainsbury P, Craig J. Consolidated criteria for reporting qualitative research (COREQ): a 32-item checklist for interviews and focus groups. International J Qual Health Care. 2007;19(6):349–57.CrossRef
54.
go back to reference Thompson M, Vodicka TA, Blair PS, Buckley DI, Heneghan C, Hay AD. Duration of symptoms of respiratory tract infections in children: systematic review. BMJ. 2013;347:f7027.CrossRefPubMedPubMedCentral Thompson M, Vodicka TA, Blair PS, Buckley DI, Heneghan C, Hay AD. Duration of symptoms of respiratory tract infections in children: systematic review. BMJ. 2013;347:f7027.CrossRefPubMedPubMedCentral
Metadata
Title
The added value of a mobile application of Community Case Management on referral, re-consultation and hospitalization rates of children aged under 5 years in two districts in Northern Malawi: study protocol for a pragmatic, stepped-wedge cluster-randomized controlled trial
Authors
Victoria Hardy
Yvonne O’Connor
Ciara Heavin
Nikolaos Mastellos
Tammy Tran
John O’Donoghue
Annette L. Fitzpatrick
Nicole Ide
Tsung-Shu Joseph Wu
Griphin Baxter Chirambo
Adamson S. Muula
Moffat Nyirenda
Sven Carlsson
Bo Andersson
Matthew Thompson
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Trials / Issue 1/2017
Electronic ISSN: 1745-6215
DOI
https://doi.org/10.1186/s13063-017-2213-z

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