A mobile health technology platform for quality assurance and quality improvement of malaria diagnosis by community health workers
Community health workers (CHWs) play an important role in improving access to services in areas with limited health infrastructure or workforce. Supervision of CHWs by qualified health professionals is the main link between this lay workforce and the formal health system. The quality of services pro...
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Published in: | PloS one Vol. 13; no. 2; p. e0191968 |
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Abstract | Community health workers (CHWs) play an important role in improving access to services in areas with limited health infrastructure or workforce. Supervision of CHWs by qualified health professionals is the main link between this lay workforce and the formal health system. The quality of services provided by lay health workers is dependent on adequate supportive supervision. It is however one of the weakest links in CHW programs due to logistical and resource constraints, especially in large scale programs. Interventions such as point of care testing using malaria rapid diagnostic tests (RDTs) require real time monitoring to ensure diagnostic accuracy. In this study, we evaluated the utility of a mobile health technology platform to remotely monitor malaria RDT (mRDT) testing by CHWs for quality improvement.
As part of a large implementation trial involving mRDT testing by CHWs, we introduced the Fionet system composed of a mobile device (Deki Reader, DR) to assist in processing and automated interpretation of mRDTs, which connects to a cloud-based database which captures reports from the field in real time, displaying results in a custom dashboard of key performance indicators. A random sample of 100 CHWs were trained and provided with the Deki Readers and instructed to use it on 10 successive patients. The CHWs interpretation was compared with the Deki Reader's automatic interpretation, with the errors in processing and interpreting the RDTs recorded. After the CHW entered their interpretation on the DR, the DR provided immediate, automated feedback and interpretation based on its reading of the same cassette. The study team monitored the CHW performance remotely and provided additional support.
A total of 1251 primary and 113 repeat tests were performed by the 97 CHWs who used the DR. 91.6% of the tests had agreement between the DR and the CHWs. There were 61 (4.9%) processing and 52 (4.2%) interpretation errors among the primary tests. There was a tendency towards lower odds of errors with increasing number and frequency of tests, though not statistically significant. Of the 62 tests that were repeated due to errors, 79% achieved concordance between the CHW and the DR. Satisfaction with the use of the DR by the CHWs was high.
Use of innovative mHealth strategies for monitoring and quality control can ensure quality within a large scale implementation of community level testing by lay health workers. |
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AbstractList | Community health workers (CHWs) play an important role in improving access to services in areas with limited health infrastructure or workforce. Supervision of CHWs by qualified health professionals is the main link between this lay workforce and the formal health system. The quality of services provided by lay health workers is dependent on adequate supportive supervision. It is however one of the weakest links in CHW programs due to logistical and resource constraints, especially in large scale programs. Interventions such as point of care testing using malaria rapid diagnostic tests (RDTs) require real time monitoring to ensure diagnostic accuracy. In this study, we evaluated the utility of a mobile health technology platform to remotely monitor malaria RDT (mRDT) testing by CHWs for quality improvement.
As part of a large implementation trial involving mRDT testing by CHWs, we introduced the Fionet system composed of a mobile device (Deki Reader, DR) to assist in processing and automated interpretation of mRDTs, which connects to a cloud-based database which captures reports from the field in real time, displaying results in a custom dashboard of key performance indicators. A random sample of 100 CHWs were trained and provided with the Deki Readers and instructed to use it on 10 successive patients. The CHWs interpretation was compared with the Deki Reader's automatic interpretation, with the errors in processing and interpreting the RDTs recorded. After the CHW entered their interpretation on the DR, the DR provided immediate, automated feedback and interpretation based on its reading of the same cassette. The study team monitored the CHW performance remotely and provided additional support.
A total of 1251 primary and 113 repeat tests were performed by the 97 CHWs who used the DR. 91.6% of the tests had agreement between the DR and the CHWs. There were 61 (4.9%) processing and 52 (4.2%) interpretation errors among the primary tests. There was a tendency towards lower odds of errors with increasing number and frequency of tests, though not statistically significant. Of the 62 tests that were repeated due to errors, 79% achieved concordance between the CHW and the DR. Satisfaction with the use of the DR by the CHWs was high.
Use of innovative mHealth strategies for monitoring and quality control can ensure quality within a large scale implementation of community level testing by lay health workers. Background Community health workers (CHWs) play an important role in improving access to services in areas with limited health infrastructure or workforce. Supervision of CHWs by qualified health professionals is the main link between this lay workforce and the formal health system. The quality of services provided by lay health workers is dependent on adequate supportive supervision. It is however one of the weakest links in CHW programs due to logistical and resource constraints, especially in large scale programs. Interventions such as point of care testing using malaria rapid diagnostic tests (RDTs) require real time monitoring to ensure diagnostic accuracy. In this study, we evaluated the utility of a mobile health technology platform to remotely monitor malaria RDT (mRDT) testing by CHWs for quality improvement. Methods As part of a large implementation trial involving mRDT testing by CHWs, we introduced the Fionet system composed of a mobile device (Deki Reader, DR) to assist in processing and automated interpretation of mRDTs, which connects to a cloud-based database which captures reports from the field in real time, displaying results in a custom dashboard of key performance indicators. A random sample of 100 CHWs were trained and provided with the Deki Readers and instructed to use it on 10 successive patients. The CHWs interpretation was compared with the Deki Reader’s automatic interpretation, with the errors in processing and interpreting the RDTs recorded. After the CHW entered their interpretation on the DR, the DR provided immediate, automated feedback and interpretation based on its reading of the same cassette. The study team monitored the CHW performance remotely and provided additional support. Results A total of 1251 primary and 113 repeat tests were performed by the 97 CHWs who used the DR. 91.6% of the tests had agreement between the DR and the CHWs. There were 61 (4.9%) processing and 52 (4.2%) interpretation errors among the primary tests. There was a tendency towards lower odds of errors with increasing number and frequency of tests, though not statistically significant. Of the 62 tests that were repeated due to errors, 79% achieved concordance between the CHW and the DR. Satisfaction with the use of the DR by the CHWs was high. Conclusions Use of innovative mHealth strategies for monitoring and quality control can ensure quality within a large scale implementation of community level testing by lay health workers. Community health workers (CHWs) play an important role in improving access to services in areas with limited health infrastructure or workforce. Supervision of CHWs by qualified health professionals is the main link between this lay workforce and the formal health system. The quality of services provided by lay health workers is dependent on adequate supportive supervision. It is however one of the weakest links in CHW programs due to logistical and resource constraints, especially in large scale programs. Interventions such as point of care testing using malaria rapid diagnostic tests (RDTs) require real time monitoring to ensure diagnostic accuracy. In this study, we evaluated the utility of a mobile health technology platform to remotely monitor malaria RDT (mRDT) testing by CHWs for quality improvement. As part of a large implementation trial involving mRDT testing by CHWs, we introduced the Fionet system composed of a mobile device (Deki Reader, DR) to assist in processing and automated interpretation of mRDTs, which connects to a cloud-based database which captures reports from the field in real time, displaying results in a custom dashboard of key performance indicators. A random sample of 100 CHWs were trained and provided with the Deki Readers and instructed to use it on 10 successive patients. The CHWs interpretation was compared with the Deki Reader's automatic interpretation, with the errors in processing and interpreting the RDTs recorded. After the CHW entered their interpretation on the DR, the DR provided immediate, automated feedback and interpretation based on its reading of the same cassette. The study team monitored the CHW performance remotely and provided additional support. A total of 1251 primary and 113 repeat tests were performed by the 97 CHWs who used the DR. 91.6% of the tests had agreement between the DR and the CHWs. There were 61 (4.9%) processing and 52 (4.2%) interpretation errors among the primary tests. There was a tendency towards lower odds of errors with increasing number and frequency of tests, though not statistically significant. Of the 62 tests that were repeated due to errors, 79% achieved concordance between the CHW and the DR. Satisfaction with the use of the DR by the CHWs was high. Use of innovative mHealth strategies for monitoring and quality control can ensure quality within a large scale implementation of community level testing by lay health workers. BACKGROUNDCommunity health workers (CHWs) play an important role in improving access to services in areas with limited health infrastructure or workforce. Supervision of CHWs by qualified health professionals is the main link between this lay workforce and the formal health system. The quality of services provided by lay health workers is dependent on adequate supportive supervision. It is however one of the weakest links in CHW programs due to logistical and resource constraints, especially in large scale programs. Interventions such as point of care testing using malaria rapid diagnostic tests (RDTs) require real time monitoring to ensure diagnostic accuracy. In this study, we evaluated the utility of a mobile health technology platform to remotely monitor malaria RDT (mRDT) testing by CHWs for quality improvement. METHODSAs part of a large implementation trial involving mRDT testing by CHWs, we introduced the Fionet system composed of a mobile device (Deki Reader, DR) to assist in processing and automated interpretation of mRDTs, which connects to a cloud-based database which captures reports from the field in real time, displaying results in a custom dashboard of key performance indicators. A random sample of 100 CHWs were trained and provided with the Deki Readers and instructed to use it on 10 successive patients. The CHWs interpretation was compared with the Deki Reader's automatic interpretation, with the errors in processing and interpreting the RDTs recorded. After the CHW entered their interpretation on the DR, the DR provided immediate, automated feedback and interpretation based on its reading of the same cassette. The study team monitored the CHW performance remotely and provided additional support. RESULTSA total of 1251 primary and 113 repeat tests were performed by the 97 CHWs who used the DR. 91.6% of the tests had agreement between the DR and the CHWs. There were 61 (4.9%) processing and 52 (4.2%) interpretation errors among the primary tests. There was a tendency towards lower odds of errors with increasing number and frequency of tests, though not statistically significant. Of the 62 tests that were repeated due to errors, 79% achieved concordance between the CHW and the DR. Satisfaction with the use of the DR by the CHWs was high. CONCLUSIONSUse of innovative mHealth strategies for monitoring and quality control can ensure quality within a large scale implementation of community level testing by lay health workers. Background Community health workers (CHWs) play an important role in improving access to services in areas with limited health infrastructure or workforce. Supervision of CHWs by qualified health professionals is the main link between this lay workforce and the formal health system. The quality of services provided by lay health workers is dependent on adequate supportive supervision. It is however one of the weakest links in CHW programs due to logistical and resource constraints, especially in large scale programs. Interventions such as point of care testing using malaria rapid diagnostic tests (RDTs) require real time monitoring to ensure diagnostic accuracy. In this study, we evaluated the utility of a mobile health technology platform to remotely monitor malaria RDT (mRDT) testing by CHWs for quality improvement. Methods As part of a large implementation trial involving mRDT testing by CHWs, we introduced the Fionet system composed of a mobile device (Deki Reader, DR) to assist in processing and automated interpretation of mRDTs, which connects to a cloud-based database which captures reports from the field in real time, displaying results in a custom dashboard of key performance indicators. A random sample of 100 CHWs were trained and provided with the Deki Readers and instructed to use it on 10 successive patients. The CHWs interpretation was compared with the Deki Reader’s automatic interpretation, with the errors in processing and interpreting the RDTs recorded. After the CHW entered their interpretation on the DR, the DR provided immediate, automated feedback and interpretation based on its reading of the same cassette. The study team monitored the CHW performance remotely and provided additional support. Results A total of 1251 primary and 113 repeat tests were performed by the 97 CHWs who used the DR. 91.6% of the tests had agreement between the DR and the CHWs. There were 61 (4.9%) processing and 52 (4.2%) interpretation errors among the primary tests. There was a tendency towards lower odds of errors with increasing number and frequency of tests, though not statistically significant. Of the 62 tests that were repeated due to errors, 79% achieved concordance between the CHW and the DR. Satisfaction with the use of the DR by the CHWs was high. Conclusions Use of innovative mHealth strategies for monitoring and quality control can ensure quality within a large scale implementation of community level testing by lay health workers. |
Audience | Academic |
Author | O'Meara, Wendy Prudhomme Menya, Diana Aswa, Daniel Platt, Alyssa Kinoti, Stephen Turner, Elizabeth L Laktabai, Jeremiah |
AuthorAffiliation | 7 Division of Infectious Diseases and International Health, Duke University Medical Center, Durham, North Carolina, United States of America 3 Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America 6 Fio Corporation, Toronto, Canada 5 Department of Epidemiology and Biostatistics, Moi University School of Public Health, College of Health Sciences, Eldoret, Kenya 1 Department of Family Medicine, Moi University School of Medicine, Eldoret, Kenya Academic Medical Centre, NETHERLANDS 4 Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, United States of America 2 Academic Model Providing Access to Healthcare (AMPATH), Eldoret, Kenya |
AuthorAffiliation_xml | – name: 1 Department of Family Medicine, Moi University School of Medicine, Eldoret, Kenya – name: 2 Academic Model Providing Access to Healthcare (AMPATH), Eldoret, Kenya – name: 5 Department of Epidemiology and Biostatistics, Moi University School of Public Health, College of Health Sciences, Eldoret, Kenya – name: 6 Fio Corporation, Toronto, Canada – name: 7 Division of Infectious Diseases and International Health, Duke University Medical Center, Durham, North Carolina, United States of America – name: 4 Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, United States of America – name: Academic Medical Centre, NETHERLANDS – name: 3 Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America |
Author_xml | – sequence: 1 givenname: Jeremiah orcidid: 0000-0003-2198-6414 surname: Laktabai fullname: Laktabai, Jeremiah organization: Academic Model Providing Access to Healthcare (AMPATH), Eldoret, Kenya – sequence: 2 givenname: Alyssa surname: Platt fullname: Platt, Alyssa organization: Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, United States of America – sequence: 3 givenname: Diana surname: Menya fullname: Menya, Diana organization: Department of Epidemiology and Biostatistics, Moi University School of Public Health, College of Health Sciences, Eldoret, Kenya – sequence: 4 givenname: Elizabeth L surname: Turner fullname: Turner, Elizabeth L organization: Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, United States of America – sequence: 5 givenname: Daniel surname: Aswa fullname: Aswa, Daniel organization: Academic Model Providing Access to Healthcare (AMPATH), Eldoret, Kenya – sequence: 6 givenname: Stephen surname: Kinoti fullname: Kinoti, Stephen organization: Fio Corporation, Toronto, Canada – sequence: 7 givenname: Wendy Prudhomme surname: O'Meara fullname: O'Meara, Wendy Prudhomme organization: Division of Infectious Diseases and International Health, Duke University Medical Center, Durham, North Carolina, United States of America |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/29389958$$D View this record in MEDLINE/PubMed |
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Copyright | COPYRIGHT 2018 Public Library of Science 2018 Laktabai et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 2018 Laktabai et al 2018 Laktabai et al |
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DocumentTitleAlternate | Mobile health technology for community health worker supervision |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Competing Interests: The authors declare that they have no competing interests. SK is an employee of Fio Corporation. The DRs were hired from Fio Corporation. This does not alter our adherence to all PLOS ONE policies on sharing data and materials. |
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PublicationTitleAlternate | PLoS One |
PublicationYear | 2018 |
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References | T Degefie (ref9) 2010; 23 W Jaskiewicz (ref19) 2012; 10 S Seaman (ref18) 2014; 33 Z Hill (ref10) 2014; 7 ref11 ref16 Weltgesundheitsorganisation (ref1) 2006 K Yeboah-Antwi (ref7) 2010; 7 J Laktabai (ref15) 2017; 7 H Counihan (ref23) 2012; 87 DH Hamer (ref24) 2012; 106 S Herrera (ref14) 2014; 13 ref21 X Bosch-Capblanch (ref22) 2008; 13 S Shekalaghe (ref13) 2013; 12 SA Lewin (ref2) 2006 H LHUPC (ref3) JM Williamson (ref17) 2003; 59 ref4 P Chanda (ref6) 2011; 10 R Braun (ref12) 2013; 8 M P (ref25) 2015; 14 M Young (ref8) 2012; 87 ref5 I Mathauer (ref20) 2006; 4 |
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medicine and hygiene doi: 10.4269/ajtmh.2012.12-0221 contributor: fullname: M Young – year: 2006 ident: ref2 article-title: Lay health workers in primary and community health care: A systematic review of trials contributor: fullname: SA Lewin – volume: 7 start-page: e013972 issue: 3 year: 2017 ident: ref15 article-title: Innovative public–private partnership to target subsidised antimalarials: a study protocol for a cluster randomised controlled trial to evaluate a community intervention in Western Kenya publication-title: BMJ open doi: 10.1136/bmjopen-2016-013972 contributor: fullname: J Laktabai – volume: 10 start-page: 38 issue: 1 year: 2012 ident: ref19 article-title: Increasing community health worker productivity and effectiveness: a review of the influence of the work environment publication-title: Hum Resour Health doi: 10.1186/1478-4491-10-38 contributor: fullname: W Jaskiewicz – year: 2006 ident: ref1 article-title: Working together for health contributor: fullname: Weltgesundheitsorganisation – volume: 13 start-page: 369 issue: 3 year: 2008 ident: ref22 article-title: Primary health care supervision in developing countries publication-title: Trop Med Int Health doi: 10.1111/j.1365-3156.2008.02012.x contributor: fullname: X Bosch-Capblanch – volume: 12 start-page: 141 issue: 1 year: 2013 ident: ref13 article-title: Clinical performance of an automated reader in interpreting malaria rapid diagnostic tests in Tanzania publication-title: Malaria journal doi: 10.1186/1475-2875-12-141 contributor: fullname: S Shekalaghe – volume: 87 start-page: 57 issue: 1 year: 2012 ident: ref23 article-title: Community health workers use malaria rapid diagnostic tests (RDTs) safely and accurately: Results of a longitudinal study in Zambia publication-title: The American journal of tropical medicine and hygiene, The American journal of tropical medicine and hygiene doi: 10.4269/ajtmh.2012.11-0800 contributor: fullname: H Counihan – ident: ref11 – volume: 14 start-page: 26 issue: 14 year: 2015 ident: ref25 article-title: SMS photograph-based external quality assessment of reading and interpretation of malaria rapid diagnostic tests in the Democratic Republic of the Congo., SMS photograph-based external quality assessment of reading and interpretation of malaria rapid diagnostic tests in the Democratic Republic of the Congo publication-title: Malar J contributor: fullname: M P – ident: ref4 – volume: 7 start-page: 24085 issue: 1 year: 2014 ident: ref10 article-title: Supervising community health workers in low-income countries A review of impact and implementation issues publication-title: Global Health Action doi: 10.3402/gha.v7.24085 contributor: fullname: Z Hill – volume: 13 start-page: 87 issue: 1 year: 2014 ident: ref14 article-title: Field evaluation of an automated RDT reader and data management device for Plasmodium falciparum/Plasmodium vivax malaria in endemic areas of Colombia publication-title: Malaria journal doi: 10.1186/1475-2875-13-87 contributor: fullname: S Herrera – volume: 59 start-page: 36 issue: 1 year: 2003 ident: ref17 article-title: Marginal Analyses of Clustered Data When Cluster Size Is Informative publication-title: Biometrics doi: 10.1111/1541-0420.00005 contributor: fullname: JM Williamson – ident: ref21 – volume: 106 start-page: 32 issue: 1 year: 2012 ident: ref24 article-title: Quality and safety of integrated community case management of malaria using rapid diagnostic tests and pneumonia by community health workers publication-title: Pathogens and Global Health doi: 10.1179/1364859411Y.0000000042 contributor: fullname: DH Hamer – volume: 8 start-page: e65772 issue: 6 year: 2013 ident: ref12 article-title: Community Health Workers and Mobile Technology: A Systematic Review of the Literature publication-title: PLoS ONE doi: 10.1371/journal.pone.0065772 contributor: fullname: R Braun – volume: 33 start-page: 5371 issue: 30 year: 2014 ident: ref18 article-title: Review of methods for handling confounding by cluster and informative cluster size in clustered data publication-title: Statist Med doi: 10.1002/sim.6277 contributor: fullname: S Seaman – volume: 4 start-page: 24 year: 2006 ident: ref20 article-title: Health worker motivation in Africa: the role of non-financial incentives and human resource management tools publication-title: Human Resources for Health doi: 10.1186/1478-4491-4-24 contributor: fullname: I Mathauer – volume: 7 start-page: e1000340 issue: 9 year: 2010 ident: ref7 article-title: Community Case Management of Fever Due to Malaria and Pneumonia in Children Under Five in Zambia: A Cluster Randomized Controlled Trial publication-title: PLoS Medicine doi: 10.1371/journal.pmed.1000340 contributor: fullname: K Yeboah-Antwi – ident: ref3 article-title: Epidemiology L · D de P, Pediatrics, Health 25.71 P contributor: fullname: H LHUPC – ident: ref16 |
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Title | A mobile health technology platform for quality assurance and quality improvement of malaria diagnosis by community health workers |
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