Literature DB >> 28936111

Agile Development of a Smartphone App for Perinatal Monitoring in a Resource-Constrained Setting.

Boris Martinez1, Rachel Hall-Clifford2, Enma Coyote1, Lisa Stroux3, Camilo E Valderrama4, Christopher Aaron4, Aaron Francis4, Cate Hendren1, Peter Rohloff1,5, Gari D Clifford6.   

Abstract

Technology provides the potential to empower frontline healthcare workers with low levels of training and literacy, particularly in low- and middle-income countries. An obvious platform for achieving this aim is the smartphone, a low cost, almost ubiquitous device with good supply chain infrastructure and a general cultural acceptance for its use. In particular, the smartphone offers the opportunity to provide augmented or procedural information through active audiovisual aids to illiterate or untrained users, as described in this article. In this article, the process of refinement and iterative design of a smartphone application prototype to support perinatal surveillance in rural Guatemala for indigenous Maya lay midwives with low levels of literacy and technology exposure is described. Following on from a pilot to investigate the feasibility of this system, a two-year project to develop a robust in-field system was initiated, culminating in a randomized controlled trial of the system, which is ongoing. The development required an agile approach, with the development team working both remotely and in country to identify and solve key technical and cultural issues in close collaboration with the midwife end-users. This article describes this process and intermediate results. The application prototype was refined in two phases, with expanding numbers of end-users. Some of the key weaknesses identified in the system during the development cycles were user error when inserting and assembling cables and interacting with the 1-D ultrasound-recording interface, as well as unexpectedly poor bandwidth for data uploads in the central healthcare facility. Safety nets for these issues were developed and the resultant system was well accepted and highly utilized by the end-users. To evaluate the effectiveness of the system after full field deployment, data quality, and corruption over time, as well as general usage of the system and the volume of application support for end-users required by the in-country team was analyzed. Through iterative review of data quality and consistent use of user feedback, the volume and percentage of high quality recordings was increased monthly. Final analysis of the impact of the system on obstetrical referral volume and maternal and neonatal clinical outcomes is pending conclusion of the ongoing clinical trial.

Entities:  

Keywords:  Agile Development; Guatemala; IUGR; Indigenous; LMICs; Low Literacy; Perinatal Monitoring; mHealth

Year:  2017        PMID: 28936111      PMCID: PMC5604479     

Source DB:  PubMed          Journal:  J Health Inform Dev Ctries


  15 in total

1.  The changing role of indigenous lay midwives in Guatemala: new frameworks for analysis.

Authors:  Anita Chary; Anne Kraemer Díaz; Brent Henderson; Peter Rohloff
Journal:  Midwifery       Date:  2013-02-12       Impact factor: 2.372

2.  An mHealth monitoring system for traditional birth attendant-led antenatal risk assessment in rural Guatemala.

Authors:  Lisa Stroux; Boris Martinez; Enma Coyote Ixen; Nora King; Rachel Hall-Clifford; Peter Rohloff; Gari D Clifford
Journal:  J Med Eng Technol       Date:  2016-10-04

3.  Accuracy of inflationary versus deflationary oscillometry in pregnancy and preeclampsia: OMRON-MIT versus OMRON-M7.

Authors:  Annemarie de Greeff; Zara Beg; Zahra Gangji; Edwina Dorney; Andrew H Shennan
Journal:  Blood Press Monit       Date:  2009-02       Impact factor: 1.444

4.  Neonatal mortality levels for 193 countries in 2009 with trends since 1990: a systematic analysis of progress, projections, and priorities.

Authors:  Mikkel Zahle Oestergaard; Mie Inoue; Sachiyo Yoshida; Wahyu Retno Mahanani; Fiona M Gore; Simon Cousens; Joy E Lawn; Colin Douglas Mathers
Journal:  PLoS Med       Date:  2011-08-30       Impact factor: 11.069

5.  Estimation of gestational age from fundal height: a solution for resource-poor settings.

Authors:  Lisa J White; Sue J Lee; Kasia Stepniewska; Julie A Simpson; Saw Lu Mu Dwell; Ratree Arunjerdja; Pratap Singhasivanon; Nicholas J White; Francois Nosten; Rose McGready
Journal:  J R Soc Interface       Date:  2011-08-17       Impact factor: 4.118

6.  Engineering a mobile health tool for resource-poor settings to assess and manage cardiovascular disease risk: SMARThealth study.

Authors:  Arvind Raghu; Devarsetty Praveen; David Peiris; Lionel Tarassenko; Gari Clifford
Journal:  BMC Med Inform Decis Mak       Date:  2015-04-29       Impact factor: 2.796

7.  Casas Maternas in the Rural Highlands of Guatemala: A Mixed-Methods Case Study of the Introduction and Utilization of Birthing Facilities by an Indigenous Population.

Authors:  Ira Stollak; Mario Valdez; Karin Rivas; Henry Perry
Journal:  Glob Health Sci Pract       Date:  2016-03-25

Review 8.  Maternal, fetal and neonatal mortality: lessons learned from historical changes in high income countries and their potential application to low-income countries.

Authors:  Robert L Goldenberg; Elizabeth M McClure
Journal:  Matern Health Neonatol Perinatol       Date:  2015-01-22

9.  TulaSalud: An m-health system for maternal and infant mortality reduction in Guatemala.

Authors:  Andrés Martínez-Fernández; Isabel Lobos-Medina; Cesar Augusto Díaz-Molina; Moisés Faraón Chen-Cruz; Ignacio Prieto-Egido
Journal:  J Telemed Telecare       Date:  2015-03-12       Impact factor: 6.184

10.  Enhancing emergency care in low-income countries using mobile technology-based training tools.

Authors:  Hilary Edgcombe; Chris Paton; Mike English
Journal:  Arch Dis Child       Date:  2016-09-22       Impact factor: 3.791

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  12 in total

1.  Estimating birth weight from observed postnatal weights in a Guatemalan highland community.

Authors:  Camilo E Valderrama; Faezeh Marzbanrad; Michel Juarez; Rachel Hall-Clifford; Peter Rohloff; Gari D Clifford
Journal:  Physiol Meas       Date:  2020-03-06       Impact factor: 2.833

2.  Obstetric care navigation: a new approach to promote respectful maternity care and overcome barriers to safe motherhood.

Authors:  Kirsten Austad; Anita Chary; Boris Martinez; Michel Juarez; Yolanda Juarez Martin; Enma Coyote Ixen; Peter Rohloff
Journal:  Reprod Health       Date:  2017-11-13       Impact factor: 3.223

3.  MANTRA: development and localization of a mobile educational health game targeting low literacy players in low and middle income countries.

Authors:  Sonja Mueller; Delphine Soriano; Andrei Boscor; Naomi Saville; Abriti Arjyal; Sushil Baral; Maureen Fordham; Gareth Hearn; Virginie Le Masson; Rachya Kayastha; Patty Kostkova
Journal:  BMC Public Health       Date:  2020-07-28       Impact factor: 3.295

4.  Creating a Theoretically Grounded, Gamified Health App: Lessons From Developing the Cigbreak Smoking Cessation Mobile Phone Game.

Authors:  Elizabeth A Edwards; Hope Caton; Jim Lumsden; Carol Rivas; Liz Steed; Yutthana Pirunsarn; Sandra Jumbe; Chris Newby; Aditi Shenvi; Samaresh Mazumdar; Jim Q Smith; Darrel Greenhill; Chris J Griffiths; Robert T Walton
Journal:  JMIR Serious Games       Date:  2018-11-29       Impact factor: 4.143

5.  mHealth intervention to improve the continuum of maternal and perinatal care in rural Guatemala: a pragmatic, randomized controlled feasibility trial.

Authors:  Boris Martinez; Enma Coyote Ixen; Rachel Hall-Clifford; Michel Juarez; Ann C Miller; Aaron Francis; Camilo E Valderrama; Lisa Stroux; Gari D Clifford; Peter Rohloff
Journal:  Reprod Health       Date:  2018-07-04       Impact factor: 3.223

6.  MANTRA: Improving Knowledge of Maternal Health, Neonatal Health, and Geohazards in Women in Rural Nepal Using a Mobile Serious Game.

Authors:  Sonja Mueller; Delphine Soriano; Andrei Boscor; Naomi M Saville; Abriti Arjyal; Sushil Baral; Maureen Fordham; Gareth Hearn; Rachya Kayastha; Patty Kostkova
Journal:  Front Public Health       Date:  2020-12-11

7.  A Proxy for Detecting IUGR Based on Gestational Age Estimation in a Guatemalan Rural Population.

Authors:  Camilo E Valderrama; Faezeh Marzbanrad; Rachel Hall-Clifford; Peter Rohloff; Gari D Clifford
Journal:  Front Artif Intell       Date:  2020-08-07

8.  Comprehensive pregnancy monitoring with a network of wireless, soft, and flexible sensors in high- and low-resource health settings.

Authors:  Dennis Ryu; Dong Hyun Kim; Joan T Price; Jong Yoon Lee; Ha Uk Chung; Emily Allen; Jessica R Walter; Hyoyoung Jeong; Jingyue Cao; Elena Kulikova; Hajar Abu-Zayed; Rachel Lee; Knute L Martell; Michael Zhang; Brianna R Kampmeier; Marc Hill; JooHee Lee; Edward Kim; Yerim Park; Hokyung Jang; Hany Arafa; Claire Liu; Maureen Chisembele; Bellington Vwalika; Ntazana Sindano; M Bridget Spelke; Amy S Paller; Ashish Premkumar; William A Grobman; Jeffrey S A Stringer; John A Rogers; Shuai Xu
Journal:  Proc Natl Acad Sci U S A       Date:  2021-05-18       Impact factor: 11.205

9.  CNN-Based LCD Transcription of Blood Pressure From a Mobile Phone Camera.

Authors:  Samruddhi S Kulkarni; Nasim Katebi; Camilo E Valderrama; Peter Rohloff; Gari D Clifford
Journal:  Front Artif Intell       Date:  2021-05-21

Review 10.  A review of fetal cardiac monitoring, with a focus on low- and middle-income countries.

Authors:  Camilo E Valderrama; Nasim Ketabi; Faezeh Marzbanrad; Peter Rohloff; Gari D Clifford
Journal:  Physiol Meas       Date:  2020-12-18       Impact factor: 2.688

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