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Mobile health data collection<br />

Discussion<br />

Addressing health workers’ needs, expectations and taking into account the reality of<br />

their working environment is a key issue for success when introducing mHealth<br />

applications and electronic forms at primary health care in resource‐poor settings<br />

[15‐17]. The present study assessed the feasibility of using such application and forms<br />

mainly from the health workers’ perspectives and their setting. This study showed that<br />

health workers easily adapted to smartphone based mHealth applications and<br />

electronic forms. Health workers’ acceptance and demand for such an application<br />

seemed positive. Many believed the application and forms were helpful for their work<br />

and expressed their intention to continue using it. Actual use of the application was<br />

also promising, given the health workers’ high mobility and that no incentive was<br />

provided for using it. However, lack of a unique and consistent patient identifier,<br />

absence of standardized health services, high turnover of health workers and low<br />

mobile network coverage would remain as potential barriers for a successful<br />

implementation and integration of such an application and forms at primary health<br />

care in Ethiopia on a larger scale.<br />

Though it would be difficult to compare the findings of our study with previous mHealth<br />

studies, given the difference that many of them deployed SMS based applications<br />

and/or tested mHealth applications for a one‐time survey by trained data collectors,<br />

the high acceptance and demand for an mHealth application observed in this study was<br />

also noted in previous studies. A very similar study to ours, conducted in Western<br />

Kenya, evaluated the use of an android‐based mHealth system for population<br />

surveillance [18]. In this study a structured survey was implemented and administered<br />

by Community Health Workers (CHWs). Similar to our study, CHWs who participated in<br />

this study found the system easy to use and facilitated their work. Similarly, another<br />

study also conducted in Kenya found health workers’ had high acceptance for mobile<br />

phone text messaging for malaria case management [19]. The high acceptance in our<br />

study might be attributed to the facts that 1) we did not put any restriction on the<br />

health workers in using the smartphone and its functions, 2) the electronic forms<br />

helped health workers conduct a step‐by‐step patient assessment, 3) health workers<br />

had the option to use electronic forms in both local language and English, and 4) most<br />

importantly, health workers were provided feedback on their performance and tasks<br />

through the mobile scorecard.<br />

By way of comparison, non‐technical challenges were more difficult to solve than the<br />

technical, in the implementation of a smartphone based mHealth application and<br />

electronic forms. The technical challenges identified in this study regarded the shorter<br />

battery life of the smartphones, touch screens becoming insensitive over time, fear of<br />

losing the phone and discomfort of carrying two phones. Unlike other studies [5,20], we<br />

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