Rural Zimbabwe’s Health Workers Embrace Digital Records—but Broken Networks Keep Them on Paper

In a small mission hospital tucked into the hills of rural Zimbabwe, a quiet struggle is underway that mirrors one of the most stubborn problems in global health: why do electronic health record systems, so promising on paper, so often fail to take hold in the places that need them most? A new qualitative study from St Anne’s Mission Hospital in Brunapeg offers a strikingly clear answer. Health workers there genuinely value the Impilo electronic health record system, praising it for making patient data easier to reach, communication smoother, and drug inventories easier to manage. Yet they still fall back on paper, because unreliable networks, chronic staff shortages, and workflow designs that never accounted for a computer keep undermining their best intentions. The finding, published in PLOS Digital Health, reframes the problem of digital health adoption in low-resource settings as a solvable engineering and organisational challenge rather than a failure of will.

The research team, led by Shalom Rudorwashe Dube with Perez Livias Moyo and Methembe Yotamu Khozah, carried out a descriptive qualitative study at St Anne’s Mission Hospital, interviewing twenty healthcare workers who were authorised to use the Impilo system. Participants were selected through purposive sampling, a technique in which researchers deliberately recruit people with direct, relevant experience of the phenomenon under study, and interviews continued until thematic saturation was reached, meaning that additional interviews stopped yielding new insights. The researchers then applied thematic analysis following the widely used Braun and Clarke approach, a systematic six-phase method for identifying, organising, and interpreting patterns of meaning across qualitative data. To guard against bias and ensure that their findings could be trusted, the team used multiple independent coders to analyse the transcripts, kept a detailed audit trail documenting every analytical decision, and reported their findings with thick description, preserving the richness and context of participants’ accounts.

What emerged from the analysis was a picture of genuine enthusiasm colliding with structural friction. The study identified three overarching themes: the benefits of Impilo, a set of multifaceted challenges, and suggested improvements from the workers themselves. On the positive side of the ledger, healthcare workers described how the system transformed their access to patient information. Instead of hunting through stacks of paper files, clinicians could retrieve records in seconds, which mattered enormously in a busy district hospital where patients may arrive without documentation and their histories may be scattered across departments. The digital system also improved communication between units and gave pharmacy staff a clearer, more current picture of stock levels, reducing the guesswork that plagues inventory management in facilities with unreliable supply chains.

But the barriers, participants reported, were relentless. The most pervasive were technical and infrastructural. Network connectivity at the hospital was intermittent at best, with frequent downtime that could knock the system offline for hours or days. Compounding the problem, Impilo lacked offline functionality, meaning that when the network dropped, there was no local mode in which staff could continue entering data and synchronise it later. For a rural facility where connectivity cannot be guaranteed, this design choice proved decisive: every outage pushed clinicians back to paper, and every return to paper made the digital record less complete and less trustworthy. The study’s authors emphasise that these are precisely the kinds of remediable problems that thoughtful system design could address, rather than fundamental obstacles to digitisation itself.

The second cluster of challenges was human. The hospital simply did not have enough trained personnel to support the system. Healthcare workers described being forced into dual documentation, maintaining paper records alongside electronic ones because the digital system could not be relied upon or because not every workflow had been migrated into it. Dual documentation is widely recognised in health informatics as one of the most corrosive conditions for data quality: when the same information must be entered twice, in two media, under time pressure, errors multiply and one version inevitably lags behind the other. Staff also reported increased workload and insufficient continuous training, leaving them without the ongoing support needed to master the system’s features or to adapt when problems arose. In settings where a single nurse may cover an entire ward, every additional minute spent wrestling with a computer is a minute taken from patient care.

The downstream consequence, the study found, was compromised data quality. Because data entry was inconsistent, interrupted by outages, and duplicated across paper and digital systems, the electronic record could not be trusted as the authoritative account of a patient’s care. This creates a vicious cycle familiar to implementers of health information systems worldwide: incomplete data undermines confidence in the system, low confidence reduces use, and reduced use further degrades the data. Health workers in Brunapeg were caught in exactly this loop, valuing what Impilo could do in principle while being unable to rely on it in practice. The authors argue that this dynamic explains the system’s low utilisation far better than any hypothesis about resistance to technology or lack of perceived value among rural clinicians.

Perhaps the most actionable part of the study is the third theme, in which healthcare workers themselves proposed solutions. Their suggestions align closely with what the researchers recommend: interventions must be multifaceted, attacking the problem from three directions at once. On the technical front, the priority is reliability, above all the addition of offline functionality so that data capture can continue during network outages and synchronise once connectivity returns. On the human capacity front, the authors call for continuous training and support rather than one-off orientation sessions, so that staff skills keep pace with system updates and staff turnover. On the organisational front, they recommend dedicated data clerks whose job is to manage data entry and system upkeep, freeing clinicians to focus on care, and an inclusive system redesign process in which the health workers who actually use Impilo help shape how it fits into real clinical workflows.

The significance of these findings extends well beyond one mission hospital. Rural health facilities across sub-Saharan Africa and other low-resource regions face nearly identical conditions: patchy electricity and connectivity, severe staffing constraints, high patient loads, and donor-funded software designed in contexts very different from where it must run. The authors position their study as providing a framework for improving electronic health record adoption in similar settings, one grounded not in abstract models but in the lived experience of the workers on the front line. The core insight is deceptively simple and increasingly well supported across the implementation science literature: technology adoption is a socio-technical problem, and fixing only the technology, or only the training, or only the workflow, is rarely enough. All three must move together.

There is also a cautionary lesson here for funders and ministries of health that measure digital health success by deployment rather than by use. Impilo was installed at St Anne’s Mission Hospital, and on a checklist the digitisation box could be marked complete. Yet utilisation remained low, and the paper records that the system was meant to replace continued to carry the real clinical weight. The study demonstrates that healthcare workers in even the most resource-constrained settings are not the obstacle; they recognise the value of accessible, well-maintained digital records as keenly as any clinician in a well-funded hospital. What they lack is an environment in which that value can be realised reliably, day after day, shift after shift.

For the global health community watching the rapid expansion of digital health infrastructure, the Brunapeg experience is both a warning and an encouragement. The warning is that underfunded implementation, in which hardware and software arrive but connectivity, staffing, training, and workflow redesign do not, will predictably produce shelfware and dual documentation. The encouragement is that the barriers identified here are concrete and fixable: offline modes can be engineered, data clerks can be hired, training can be made continuous, and end users can be brought into design decisions. The health workers of St Anne’s Mission Hospital have already told implementers what needs to change. The study’s contribution is to have listened carefully, documented it rigorously, and shown that the future of digital health in rural Africa depends less on persuading clinicians to embrace technology than on building technology and systems worthy of their embrace.

Subject of Research: Barriers to electronic health record utilisation by healthcare workers at a rural Zimbabwean hospital

Article Title: Perceived value but persistent barriers: A qualitative study of healthcare worker experiences with the Impilo electronic health record system in rural Zimbabwe

Article References: Dube, S. R., Moyo, P. L., & Khozah, M. Y. (2026). Perceived value but persistent barriers: A qualitative study of healthcare worker experiences with the Impilo electronic health record system in rural Zimbabwe. PLOS Digital Health, 5(10), e0001765. https://doi.org/10.1371/journal.pdig.0001765

Image Credits: AI Generated

DOI: 10.1371/journal.pdig.0001765

Keywords: electronic health records, Impilo, Zimbabwe, rural healthcare, health informatics, qualitative research, thematic analysis, digital health, low-resource settings, health workforce, data quality, implementation science