Operability, Acceptability, and Usefulness of a Mobile App to Track Routine Immunization Performance in Rural Pakistan: Interview Study Among Vaccinators and Key Informants
Open accessPublished version of a preprint
Abstract
Background: There has been a recent spate of mobile health (mHealth) app use for immunizations and other public health concerns in low- and middle-income countries. However, recent evidence has largely focused on app development or before-and-after effects on awareness or service coverage. There is little evidence on the factors that facilitate adoption of mHealth programs, which is critical to effectively embed digital technology into mainstream health systems. Objective: This study aimed to provide the qualitative experiences of frontline health staff and district managers while engaging with real-time digital technology to improve the coverage of routine childhood immunization in an underserved rural district in Pakistan. Methods: An Android-based app was iteratively developed and used for a 2-year period in 11 union councils of the Tando Muhammad Khan district, an underserved rural district with poor immunization coverage in Pakistan. We used iterative methods to examine the (1) acceptability and operability of the app, (2) validity of the collected data, and (3) use of the collected data. In addition, we collected the barriers and enablers for uptake of the mHealth app. Each of these topics was further explored related to changes in work as well as the enabling factors for and barriers to app use. In-depth interviews were conducted with the 26 vaccinators posted in the 11 union councils and 7 purposively selected key informants (government district managers) involved with the Expanded Program for Immunization. Findings were triangulated in line with the three broad research areas. Results: Digital immunization tracking was considered acceptable by vaccinators and district managers. Real-time immunization data were used to monitor vaccination volume, track children with incomplete vaccinations, develop outreach visit plans, correct existing microplans, and disburse a fuel allowance for outreach sessions. The validity of the app data was perceived to be superior to that of data from manual records. Ease of operability, satisfaction with data, personal recognition, links to field support, and a sense of empowerment served as powerful enablers. Taking twice the time to complete both manual and digital entries and outdated phones over time were considered constraints. An unintended knock-on effect was improved coordination and strengthening of Expanded Program for Immunization review platforms across district stakeholders through digitalized data. Conclusions: Embedding digital technology into mainstream health systems relies on use by both end users and district stakeholders. Ease of operability, satisfaction with data reliability, personal recognition, links to field support, and empowerment are powerful enablers, whereas improved coordination as a result of easy, transparent data access can be an important by-product of digitalization. Findings are relevant not only for wide-scale implementation of immunization tracking apps in Pakistan but also for informing the use of digital technology for results-based delivery by frontline health workers.
AI snapshot
Written from the paper’s full text.
TL;DR
An Android immunization-tracking app (Teeko) was acceptable and operable for vaccinators and district managers in rural Sindh, Pakistan, and its real-time data were used for monitoring, defaulter tracking, microplanning, and fuel support. Enablers included ease of use, data reliability, recognition, field support, and empowerment, while double manual-plus-digital entry and aging phones were constraints.
Key findings
- All 26 vaccinators used the app for vaccination encounters; 25 of 26 reported it was easy to use, 23 of 26 preferred digital over manual records, and all 26 were willing to continue using it.
- Real-time data were used to monitor vaccination volume, track children with incomplete vaccinations, develop outreach visit plans, correct microplans, and disburse fuel allowance for outreach sessions; app data validity was perceived as superior to manual records, with photo verification considered key.
- Enablers included ease of operability, satisfaction with data, personal recognition, links to field support, and empowerment; constraints included taking twice the time to complete both manual and digital entries and outdated phones hanging/freezing over the 24-month period.
- An unintended effect was improved coordination and strengthening of Expanded Program for Immunization review platforms across district stakeholders through digitalized data; the larger study reported significantly higher PENTA3 and PCV3 coverage at intervention sites than control sites (P=.001), though the app’s impact could not be separately quantified.
Methods
- An Android-based app was iteratively developed and used for 24 months in 11 union councils of Tando Muhammad Khan district, Sindh, Pakistan, during 2015-2017, as part of a larger health system strengthening immunization program.
- In-depth semi-structured interviews were conducted with all 26 vaccinators posted in the 11 union councils and 7 purposively selected key informants (government district managers) involved with the Expanded Program for Immunization; interviews lasted 45 to 60 minutes and covered acceptability/operability, data validity, data use, and barriers/enablers.
- Interviews were transcribed in Sindhi, translated into English, checked for errors, and manually analyzed using content analysis with three a priori themes and inductive coding; findings were triangulated across vaccinators, supervisors, and district managers.
Limitations
- Stated in the paper: the study lacked quantitative assessment of the data generated by the app, and the app’s impact cannot be separately quantified from the other components of the larger health systems intervention package.
- Stated in the paper: several findings are specific to the study context, though the authors argue they provide key parameters for digital immunization rollout in Pakistan and lessons for LMICs.
- Evident from the text: the design is qualitative and based in a single rural district, relying on participant perceptions of data validity rather than independent quantitative validation of app data.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
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Claims the paper makes
0 of 54 cited sources checked · 0 supported · 0 flagged
- Findingown data
Links to field support served as a powerful enabler for app use.
“Ease of operability, satisfaction with data, personal recognition, links to field support, and a sense of empowerment served as powerful enablers.”
Quote in the paperNot a substantial claim - Findingown data
An unintended knock-on effect was strengthening of EPI review platforms across district stakeholders through digitalized data.
“An unintended knock-on effect was improved coordination and strengthening of Expanded Program for Immunization review platforms across district stakeholders through digitalized data.”
Quote in the paperNot a substantial claim - Findingcitation
The immunization program resulted in a significantly higher number of completed vaccinations at intervention sites than at control sites, as measured by PENTA3 and PCV3 coverage.
“The immunization program resulted in a significantly higher number of completed vaccinations at the intervention sites than at the control sites, as measured in terms of PENTA3 and PCV3 coverage (Table 1).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] source
Not checked in the free run.
- Findingown data
Real-time immunization data were used to track children with incomplete vaccinations.
“Real-time immunization data were used to monitor vaccination volume, track children with incomplete vaccinations, develop outreach visit plans, correct existing microplans, and disburse a fuel allowance for outreach sessions.”
Quote in the paperSubstantial claim - Findingown data
A sense of empowerment served as a powerful enabler for app use.
“Ease of operability, satisfaction with data, personal recognition, links to field support, and a sense of empowerment served as powerful enablers.”
Quote in the paperNot a substantial claim
- Findingown data
Outdated phones over time were considered a constraint.
“Taking twice the time to complete both manual and digital entries and outdated phones over time were considered constraints.”
Quote in the paperNot a substantial claim - Findingown data
Real-time immunization data were used to correct existing microplans.
“Real-time immunization data were used to monitor vaccination volume, track children with incomplete vaccinations, develop outreach visit plans, correct existing microplans, and disburse a fuel allowance for outreach sessions.”
Quote in the paperSubstantial claim - Findingown data
An unintended knock-on effect was improved coordination across district stakeholders through digitalized data.
“An unintended knock-on effect was improved coordination and strengthening of Expanded Program for Immunization review platforms across district stakeholders through digitalized data.”
Quote in the paperNot a substantial claim - Findingown data
Digital immunization tracking was considered acceptable by vaccinators and district managers.
“Digital immunization tracking was considered acceptable by vaccinators and district managers.”
Quote in the paperSubstantial claim - Findingown data
Real-time immunization data were used to disburse a fuel allowance for outreach sessions.
“Real-time immunization data were used to monitor vaccination volume, track children with incomplete vaccinations, develop outreach visit plans, correct existing microplans, and disburse a fuel allowance for outreach sessions.”
Quote in the paperNot a substantial claim - Findingown data
Taking twice the time to complete both manual and digital entries was considered a constraint.
“Taking twice the time to complete both manual and digital entries and outdated phones over time were considered constraints.”
Quote in the paperNot a substantial claim - Findingnone given
The validity of the app data was perceived to be superior to that of data from manual records.
“The validity of the app data was perceived to be superior to that of data from manual records.”
Quote in the paperNot a substantial claim - Findingown data
Personal recognition served as a powerful enabler for app use.
“Ease of operability, satisfaction with data, personal recognition, links to field support, and a sense of empowerment served as powerful enablers.”
Quote in the paperNot a substantial claim - Findingown data
Satisfaction with data served as a powerful enabler for app use.
“Ease of operability, satisfaction with data, personal recognition, links to field support, and a sense of empowerment served as powerful enablers.”
Quote in the paperSubstantial claim - Findingown data
Real-time immunization data were used to develop outreach visit plans.
“Real-time immunization data were used to monitor vaccination volume, track children with incomplete vaccinations, develop outreach visit plans, correct existing microplans, and disburse a fuel allowance for outreach sessions.”
Quote in the paperSubstantial claim - Findingown data
Ease of operability served as a powerful enabler for app use.
“Ease of operability, satisfaction with data, personal recognition, links to field support, and a sense of empowerment served as powerful enablers.”
Quote in the paperSubstantial claim - Findingown data
Real-time immunization data were used to monitor vaccination volume.
“Real-time immunization data were used to monitor vaccination volume, track children with incomplete vaccinations, develop outreach visit plans, correct existing microplans, and disburse a fuel allowance for outreach sessions.”
Quote in the paperSubstantial claim - Findingown data
The vaccinators believed the accuracy of child registration and vaccination status was better than that of manual records.
“The vaccinators believed the accuracy of child registration and vaccination status was better than that of manual records.”
Quote in the paperSubstantial claim - Findingown data
The app led to increased coordination between the EPI and Lady Health Worker Program.
“The stakeholders reported that the app led to increased coordination between the EPI and Lady Health Worker Program”
Quote in the paperNot a substantial claim - Findingown data
All 26 vaccinators were willing to continue using the app in the future.
“All 26 vaccinators were willing to continue using the app in the future.”
Quote in the paperSubstantial claim - Findingown data
Vaccinators reported being questioned by district supervisors if they turned off their mobile location or could not be seen moving in the field.
“Vaccinators reported being questioned by the district supervisors if they turned off their mobile location or could not be seen moving in the field.”
Quote in the paperNot a substantial claim - Findingown data
District stakeholders appreciated that the app facilitated vaccinator tracking through its GPS feature.
“The district stakeholders appreciated that the app facilitated vaccinator tracking through its GPS feature.”
Quote in the paperSubstantial claim - Findingnone given
The monthly recognition of high-performing vaccinators and naming the poorly performing vaccinators encouraged sharing of experiences.
“The monthly recognition of high-performing vaccinators and naming the poorly performing vaccinators encouraged sharing of experiences.”
Quote in the paperNot a substantial claim - Findingnone given
Real-time data was used to inform EPI monthly review meetings about the increasing vaccination volume and reduced number of defaulters.
“Real-time data was used to inform EPI monthly review meetings about the increasing vaccination volume and reduced number of defaulters.”
Quote in the paperSubstantial claim - Findingown data
All vaccinators mentioned the use of the GPS feature by the district health office and deputy commissioner for vaccinator supervision.
“All vaccinators also mentioned the use of the GPS feature by the district health office and deputy commissioner for vaccinator supervision.”
Quote in the paperNot a substantial claim - Findingown data
Only the awareness videos were used by 6 vaccinators.
“Only the awareness videos were used by 6 vaccinators, and 2 vaccinators used only the SMS alert and robotic call features.”
Quote in the paperNot a substantial claim - Findingown data
EPI district supervisors reported that they relied on the app data to provide supervisory instructions for vaccinators related to routine immunization coverage and defaulter reports.
“The EPI district supervisors reported that they relied on the app data to provide supervisory instructions for the vaccinators related to routine immunization coverage and defaulter reports.”
Quote in the paperSubstantial claim - Findingown data
Even when EPI supervisors verified vaccinators' locations in the field, they needed assistance from local villagers familiar with the area.
“Moreover, even when EPI supervisors verified the vaccinators’ locations in the field, they needed assistance from local villagers familiar with the area.”
Quote in the paperSubstantial claim - Findingnone given
The data enabled coordination across the district stakeholders.
“The data enabled coordination across the district stakeholders.”
Quote in the paperSubstantial claim - Findingown data
The app data were particularly used for corrective actions.
“and were particularly used for corrective actions.”
Quote in the paperNot a substantial claim - Findingown data
District officials used the app to keep track of children who missed immunizations.
“and the officials used the app to keep track of children who missed immunizations.”
Quote in the paperSubstantial claim - Findingown data
Vaccinators reported calls from supervisors to check their location when supervisors did not observe any field activity.
“Vaccinators reported calls from their supervisors to check their location when the supervisors did not observe any field activity.”
Quote in the paperNot a substantial claim - Findingown data
All vaccinators reported they mainly used the digital data to identify children overdue for their vaccinations.
“All vaccinators reported they mainly used the digital data to identify children overdue for their vaccinations.”
Quote in the paperNot a substantial claim - Findingown data
The app led to closer interaction regarding routine immunization between the District Health Office and the Deputy Commissioner's Office.
“and closer interaction regarding routine immunization between the District Health Office and the Deputy Commissioner’s Office.”
Quote in the paperNot a substantial claim - Findingown data
Most of the vaccinators (n=23) reported a high likelihood of error with manual documentation of outreach vaccination encounters.
“Most of the vaccinators (n=23) reported a high likelihood of error with manual documentation of outreach vaccination encounters.”
Quote in the paperSubstantial claim - Findingreasoning
They were able to locate and reach vaccinators without delay.
“They were able to locate and reach vaccinators without delay.”
Quote in the paperSubstantial claim - Findingown data
Vaccinators could proactively identify and track defaulters.
“Vaccinators could proactively identify and track defaulters.”
Quote in the paperSubstantial claim - Findingnone given
They could upload the data in villages without waiting for internet connectivity.
“They could upload the data in villages without waiting for internet connectivity.”
Quote in the paperSubstantial claim - Findingown data
Most vaccinators used the videos, SMS, and robotic calls for immunization awareness education and routine follow-ups.
“Most vaccinators used the videos, SMS, and robotic calls for immunization awareness education and routine follow-ups.”
Quote in the paperNot a substantial claim - Findingnone given
The app data were used to release mobility support.
“The app data were used to release mobility support.”
Quote in the paperNot a substantial claim - Findingown data
All 26 vaccinators used the app to record their vaccination encounters.
“All 26 vaccinators used the app to record their vaccination encounters.”
Quote in the paperNot a substantial claim - Findingown data
Most vaccinators reported that public recognition motivated them to do their best.
“Most of the vaccinators reported that this motivated them to do their best.”
Quote in the paperNot a substantial claim - Findingown data
The photo verification was considered a key feature for accuracy.
“The photo verification was considered a key feature for accuracy.”
Quote in the paperNot a substantial claim - Findingreasoning
The app data were considered superior in quality to manually collected data.
“The app data were considered superior in quality to manually collected data”
Quote in the paperSubstantial claim - Findingown data
Vaccinators recounted poorly recorded field data during prior measles outbreaks (before the Teeko app was available), resulting in an inability to target defaulters.
“Vaccinators recounted poorly recorded field data during prior measles outbreaks (before the Teeko app was available), resulting in an inability to target defaulters.”
Quote in the paperSubstantial claim - Findingown data
Compared with prior practice of checking EPI records, the advantage of the photo feature was child verification.
“Compared with the prior practice of checking the EPI records, the advantage of the photo feature was child verification.”
Quote in the paperNot a substantial claim - Findingnone given
The individualized public recognition was considered the biggest motivator.
“The individualized public recognition was considered the biggest motivator.”
Quote in the paperNot a substantial claim - Findingown data
Key informants from district management commonly reported that the vaccinators were comfortable using the app.
“Key informants from district management commonly reported that the vaccinators were comfortable using the app.”
Quote in the paperSubstantial claim - Findingown data
The vaccinators preferred using the app over manual data entry.
“The vaccinators preferred using the app over manual data entry.”
Quote in the paperSubstantial claim - Findingown data
Vaccinators could make changes to the plans without prior notice to the district health office.
“they could make changes to the plans without prior notice to the district health office.”
Quote in the paperNot a substantial claim - Findingown data
The offline feature was particularly appreciated for its ability to prevent data loss.
“The offline feature was particularly appreciated for its ability to prevent data loss (see Figure 4).”
Quote in the paperNot a substantial claim - Findingown data
Key informants reported that tracking a vaccinator in the field was challenging in routine practice.
“Key informants reported that tracking a vaccinator in the field was challenging in routine practice.”
Quote in the paperSubstantial claim - Findingown data
Vaccinators reported using the data to set target vaccination volumes.
“They also reported using the data to set target vaccination volumes.”
Quote in the paperNot a substantial claim - Findingown data
Vaccinators reported no instances of data loss from the app.
“Vaccinators reported no instances of data loss from the app.”
Quote in the paperNot a substantial claim - Findingnone given
Data entry via both the app and manual methods resulted in double the amount of work.
“Data entry via both the app and manual methods resulted in double the amount of work.”
Quote in the paperSubstantial claim - Findingown data
The overriding motivator to use the app was the reporting of the performance level of each vaccinator.
“The vaccinators reported that the overriding motivator to use the app was the reporting of the performance level of each vaccinator.”
Quote in the paperSubstantial claim - Findingown data
A few vaccinators reported that the app increased their workload because they were also expected to manually document the EPI records in addition to documenting via the app.
“A few vaccinators reported that the app increased their workload because they were also expected to manually document the EPI records in addition to documenting via the app.”
Quote in the paperNot a substantial claim - Findingown data
The vaccinators felt as if they were more likely to follow the monthly plan for visits because their supervisors monitored them via GPS tracking.
“The vaccinators felt as if they were more likely to follow the monthly plan for visits because their supervisors monitored them via GPS tracking.”
Quote in the paperNot a substantial claim - Findingown data
In practice, the data were entered based on recall in the EPI registers at the health care facilities rather than on site.
“In practice, the data were entered based on recall in the EPI registers at the health care facilities rather than on site.”
Quote in the paperSubstantial claim - Findingown data
Vaccinators reported feeling gratified when the best performing vaccinators were publicly recognized during the review of individual performance levels in the monthly EPI meetings.
“The vaccinators reported feeling gratified when the best performing vaccinators were publicly recognized during the review of individual performance levels in the monthly EPI meetings.”
Quote in the paperNot a substantial claim - Findingnone given
Data-driven accountability led to coordination across health programs and with the district administration.
“Data-driven accountability led to coordination across health programs and with the district administration.”
Quote in the paperNot a substantial claim - Findingown data
GPS tracking of outreach visits resulted in greater vaccinator vigilance in conducting outreach sessions.
“Vaccinators also reported that the GPS tracking of outreach visits resulted in greater vaccinator vigilance in conducting outreach sessions”
Quote in the paperNot a substantial claim - Findingown data
Vaccinators expressed a feeling of empowerment when using the data to plan their monthly vaccination rounds.
“Vaccinators expressed ownership of the data and a feeling of empowerment when using the data to plan their monthly vaccination rounds.”
Quote in the paperNot a substantial claim - Findingown data
Vaccinators considered it easy to operate.
“Vaccinators considered it easy to operate.”
Quote in the paperSubstantial claim - Findingown data
Real-time data display in the format of the government EPI report was considered helpful for reading and relating to the data.
“Real-time data display in the format of the government EPI report was considered helpful for reading and relating to the data.”
Quote in the paperNot a substantial claim - Findingown data
District officials found it easy to retrieve routine immunization volume from their cell phones and computers.
“District officials found it easy to retrieve routine immunization volume from their cell phones and computers”
Quote in the paperSubstantial claim - Findingown data
All vaccinators found it very satisfying to be noticed and praised by superior EPI officials and district officers.
“All the vaccinators found it very satisfying to be noticed and praised by superior EPI officials and district officers.”
Quote in the paperNot a substantial claim - Findingown data
A few vaccinators reported being uncomfortable using the offline option and would have preferred real-time information uploads to the central database.
“However, a few vaccinators reported being uncomfortable using the offline option and would have preferred real-time information uploads to the central database.”
Quote in the paperNot a substantial claim - Findingown data
All the app features for routine immunization awareness including the awareness video, SMS alerts, and robotic calls were used by 18 vaccinators.
“All the app features for routine immunization awareness including the awareness video, SMS alerts, and robotic calls were used by 18 vaccinators.”
Quote in the paperNot a substantial claim - Findingown data
As the phones aged over the 24-month period, the phones would hang or freeze while using the app, making it difficult to enter data.
“Another reported issue was that, as the phones aged over the 24-month period, the phones would hang or freeze while using the app, making it difficult to enter data.”
Quote in the paperNot a substantial claim - Findingown data
2 vaccinators used only the SMS alert and robotic call features.
“Only the awareness videos were used by 6 vaccinators, and 2 vaccinators used only the SMS alert and robotic call features.”
Quote in the paperNot a substantial claim - Findingown data
GPS tracking improved the reliability of vaccination encounter reports.
“and improved the reliability of vaccination encounter reports.”
Quote in the paperSubstantial claim - Findingown data
The EPI supervisors found it easy to retrieve the data to monitor vaccinators and identify defaulters.
“The Expanded Program for Immunization (EPI) supervisors found it easy to retrieve the data to monitor vaccinators and identify defaulters.”
Quote in the paperSubstantial claim - Findingown data
Nearly all vaccinators (n=24) took post-vaccination photos of the children.
“Nearly all vaccinators (n=24) took post-vaccination photos of the children.”
Quote in the paperNot a substantial claim - Findingnone given
The vaccinators were comfortable using the app.
“The vaccinators were comfortable using the app.”
Quote in the paperSubstantial claim - Findingown data
Immunization work plans provided by vaccinators were not always accurate.
“Immunization work plans provided by the vaccinators were not always accurate”
Quote in the paperSubstantial claim - Findingown data
One vaccinator, who had a stroke-induced disability, needed his son's help to enter the data in the app.
“One vaccinator, who had a stroke-induced disability, needed his son’s help to enter the data in the app.”
Quote in the paperNot a substantial claim - Findingreasoning
The ability for real-time tracking of both individual vaccinators and the entire team through the Web portal considerably reduced the time spent tracking vaccinators during outreach visits.
“The ability for real-time tracking of both individual vaccinators and the entire team through the Web portal considerably reduced the time spent tracking vaccinators during outreach visits.”
Quote in the paperSubstantial claim - Findingnone given
Lack of parental agreement for photograph verification of their children was not a major issue.
“Lack of parental agreement for photograph verification of their children was not a major issue.”
Quote in the paperNot a substantial claim - Findingown data
The app was commonly accepted by vaccinators and district supervisors to track vaccination encounters.
“The app was commonly accepted by vaccinators and district supervisors to track vaccination encounters”
Quote in the paperSubstantial claim - Findingreasoning
This drastically reduced the monitoring and tracking time during outreach.
“This drastically reduced the monitoring and tracking time during outreach.”
Quote in the paperSubstantial claim - Findingnone given
The offline data recording feature was helpful in remote access areas.
“and the offline data recording feature was helpful in remote access areas.”
Quote in the paperNot a substantial claim - Findingown data
Double entry of both manual and digital records was considered time consuming.
“Double entry of both manual and digital records was considered time consuming”
Quote in the paperNot a substantial claim - Findingown data
They used the data to direct activities to areas with incomplete vaccination coverage.
“They used the data to direct activities to areas with incomplete vaccination coverage.”
Quote in the paperSubstantial claim - Findingnone given
The app features aimed at increasing parents' vaccination awareness were less commonly used.
“however, the app features aimed at increasing parents’ vaccination awareness were less commonly used.”
Quote in the paperNot a substantial claim - Findingown data
Vaccinators found the app easy to operate.
“Vaccinators found the app easy to operate”
Quote in the paperSubstantial claim - Findingnone given
The fields were similar to those of EPI records.
“the fields were similar to those of EPI records”
Quote in the paperNot a substantial claim - Findingown data
Data were also used to recognize both good and poor immunization performance per individual and across UCs and vaccinators.
“Data were also used to recognize both good and poor immunization performance per individual and across UCs and vaccinators.”
Quote in the paperSubstantial claim - Findingown data
During these meetings, real-time data were used to review immunization progress.
“During these meetings, real-time data were used to review immunization progress.”
Quote in the paperNot a substantial claim - Findingown data
Recognition of individual performance, empowerment, and results linked to fuel support emerged as powerful motivators for the vaccinators to work towards target delivery rather than avoiding workload, as they had previously.
“Recognition of individual performance, empowerment, and results linked to fuel support emerged as powerful motivators for the vaccinators to work towards target delivery rather than avoiding workload, as they had previously.”
Quote in the paperSubstantial claim - Findingown data
District stakeholders expressed a sense of empowerment from using the app to make operational decisions to improve routine immunization in the district.
“District stakeholders also expressed a sense of empowerment from using the app to make operational decisions to improve routine immunization in the district.”
Quote in the paperSubstantial claim - Findingnone given
Aging phone technology created systems issues.
“and aging phone technology created systems issues.”
Quote in the paperNot a substantial claim - Findingown data
Our study identified enablers that facilitated the use of digital immunization tracking.
“Our study also identified enablers that facilitated the use of digital immunization tracking.”
Quote in the paperSubstantial claim - Findingnone given
A significant outcome was the initiation of regular monthly EPI review meetings by the district leadership.
“A significant outcome was the initiation of regular monthly EPI review meetings by the district leadership.”
Quote in the paperNot a substantial claim - Findingreasoning
The increased availability of supervision time was then utilized for other monitoring and evaluation activities.
“The increased availability of supervision time was then utilized for other monitoring and evaluation activities.”
Quote in the paperNot a substantial claim - Findingown data
Real-time immunization data were used to provide support for vaccinator mobility based on GPS-verified outreach visits.
“Real-time immunization data were also used to provide support for vaccinator mobility based on GPS-verified outreach visits.”
Quote in the paperNot a substantial claim - Premisecitation
A lack of required systems support has stalled the roll-out process of digital immunization monitoring.
“However, a lack of the required systems support has stalled the roll-out process [20].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [20] Punjab Information Technology Board (PITB)Tracking Vaccinators (E-VACCS): Government of Punjabhttps://www.pitb.gov.pk/tracking_evaccs
Not checked in the free run.
- Interpretationreasoning
Embedding digital technology into mainstream health systems relies on use by both end users and district stakeholders.
“Embedding digital technology into mainstream health systems relies on use by both end users and district stakeholders.”
Quote in the paperSubstantial claim - Premisecitation
The baseline assessment identified reporting of incomplete, questionable immunization EPI data and poor use in the TMK district.
“The principal investigator (SZ) conducted a baseline assessment of routine immunization delivery in the district and identified the reporting of incomplete, questionable immunization EPI data and poor use in the TMK district [19].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [19] source
Not checked in the free run.
- Premisecitation
Evidence for the effectiveness of digital solutions is limited.
“However, many have not progressed beyond the pilot phase, and evidence for the effectiveness of digital solutions is limited [17].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [17] source
Not checked in the free run.
- Interpretationreasoning
Findings are relevant for wide-scale implementation of immunization tracking apps in Pakistan.
“Findings are relevant not only for wide-scale implementation of immunization tracking apps in Pakistan but also for informing the use of digital technology for results-based delivery by frontline health workers.”
Quote in the paperSubstantial claim- Rests on an assumption: The experiences and perceptions reported by vaccinators and district managers in the TMK district are representative enough to inform wide-scale implementation in Pakistan and other settings.
- Premisecitation
Vaccinators make too few outreach visits.
“evidence suggests that vaccinators make too few outreach visits, provide little routine immunization education for parents, and maintain poor records [19].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [19] source
Not checked in the free run.
- Premisecitation
Vaccinators maintain poor records.
“evidence suggests that vaccinators make too few outreach visits, provide little routine immunization education for parents, and maintain poor records [19].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [19] source
Not checked in the free run.
- Premisecitation
Many mHealth programs have not progressed beyond the pilot phase.
“However, many have not progressed beyond the pilot phase, and evidence for the effectiveness of digital solutions is limited [17].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] source
Not checked in the free run.
- Premisecitation
Vaccinators provide little routine immunization education for parents.
“evidence suggests that vaccinators make too few outreach visits, provide little routine immunization education for parents, and maintain poor records [19].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] source
Not checked in the free run.
- Premisecitation
Recent evidence has largely focused on app development, dashboards, or the before-and-after effects on awareness or coverage.
“recent evidence has largely focused on app development, dashboards, or the before-and-after effects on awareness or coverage [6,7,10,12,21-25].”
Quote in the paperSubstantial claim0 of 9 sources checked- cites [6] source
Not checked in the free run.
- cites [7] source
Not checked in the free run.
- cites [10] Kazi, A, 2016, J Vaccines Vaccin
Not checked in the free run.
- cites [12] source
Not checked in the free run.
- cites [21] source
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- cites [22] source
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- cites [23] source
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- cites [24] JSIAfrica Routine Immunization System EssentialImproving the performance of routine immunization systems in Africa ? A case of the drivers of routine immunization system performance in Cameroonhttps://3qvw4sd8qlr2o7003493odw1-wpengine.netdna-ssl.com/wp-content/uploads/2012/11/Arise_CameroonReport_final5081.pdf
Not checked in the free run.
- cites [25] JSI20182020-01-10Strengthening Immunization for the Urban Poor: Experiences and Lessons Learned from Five Country Studieshttps://www.jsi.com/JSIInternet/Resources/publication/display.cfm?txtGeoArea=INTL&id=22079&thisSection=Resources
Not checked in the free run.
- Premisecitation
These findings are supported by those from a study in Nigeria that used GPS and geospatial data to track vaccinators.
“These findings are supported by those from a study in Nigeria that used GPS and geospatial data to track vaccinators [26,27].”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation
Less evidence is available regarding end users' and decision makers' acceptance of and engagement with digital health technology.
“Less evidence is available regarding end users’ and decision makers’ acceptance of and engagement with digital health technology.”
Quote in the paperSubstantial claim0 of 9 sources checked- cites [6] source
Not checked in the free run.
- cites [7] source
Not checked in the free run.
- cites [10] Kazi, A, 2016, J Vaccines Vaccin
Not checked in the free run.
- cites [12] source
Not checked in the free run.
- cites [21] source
Not checked in the free run.
- cites [22] source
Not checked in the free run.
- cites [23] source
Not checked in the free run.
- cites [24] JSIAfrica Routine Immunization System EssentialImproving the performance of routine immunization systems in Africa ? A case of the drivers of routine immunization system performance in Cameroonhttps://3qvw4sd8qlr2o7003493odw1-wpengine.netdna-ssl.com/wp-content/uploads/2012/11/Arise_CameroonReport_final5081.pdf
Not checked in the free run.
- cites [25] JSI20182020-01-10Strengthening Immunization for the Urban Poor: Experiences and Lessons Learned from Five Country Studieshttps://www.jsi.com/JSIInternet/Resources/publication/display.cfm?txtGeoArea=INTL&id=22079&thisSection=Resources
Not checked in the free run.
- Interpretationreasoning
A knock-on effect of the real-time verification data was improved coordination across different components of the district health systems.
“A knock-on effect of the real-time verification data was improved coordination across different components of the district health systems.”
Quote in the paperNot a substantial claim - Premisecitation
The Nigeria study also used GPS data to provide feedback to the outreach team and target missed geographical areas.
“They also used GPS data to provide feedback to the outreach team and target missed geographical areas.”
Quote in the paperNot a substantial claim0 of 2 sources checked - Study design and conductreasoning
A limitation of this study is the lack of quantitative assessment of the data generated by the app.
“A limitation of this study is the lack of quantitative assessment of the data generated by the app.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The app's impact cannot be separately quantified from the other components of the larger health systems intervention package.
“However, the app’s impact cannot be separately quantified from the other components of the larger health systems intervention package.”
Quote in the paperSubstantial claim
- May combine two claims. 43
- Classified as probably not a substantial claim. 64
May combine two claims.
Findingnone givenThe TMK district had poor vaccination performance, with Penta coverage of 23% and PCV coverage of 11% at the start of the study.
“This district had poor vaccination performance, with a Penta coverage rate of only 23% and PCV coverage of only 11% at the start of the study.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThey could develop a monthly visit plan that could particularly target defaulters.
“They could develop a monthly visit plan that could particularly target defaulters.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMigration to digital records from manual recording was preferred by 23 of the 26 vaccinators, while 3 vaccinators wanted both manual and digital record keeping.
“Migration to digital records from manual recording was preferred by 23 of the 26 vaccinators, while 3 vaccinators wanted both manual and digital record keeping.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenThe district managers were interested in the app and expressed ownership of it.
“The district managers were interested in the app and expressed ownership of it.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataSome vaccinators used only the videos for immunization awareness education.
“Some vaccinators used only the videos for immunization awareness education.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe post-vaccination photograph was considered key to ensuring reliable data.
“The post-vaccination photograph was considered key to ensuring reliable data.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Findingown dataThe key informants requested to continue using the app and expand its use to other districts.
“The key informants requested to continue using the app and expand its use to other districts.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe main uses of the app data were improving the number of routine immunization encounters and locating defaulting children.
“The key informants commonly reported that the main uses of the app data were improving the number of routine immunization encounters and locating defaulting children.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOf the 26 vaccinators, 25 reported that the app was easy to use and they could operate it without difficulty.
“Of the 26 vaccinators, 25 reported that the app was easy to use and they could operate it without difficulty (Table 3).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThere were no reports of phone damage or loss during the study.
“However, there were no reports of phone damage or loss during the study.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenData-driven accountability resulted in a demand for work recognition as well as fear of exposure.
“Data-driven accountability resulted in a demand for work recognition as well as fear of exposure.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataInternet connectivity issues often occurred in the more remote villages, but the app allowed offline data entry.
“Internet connectivity issues often occurred in the more remote villages, but the app allowed offline data entry.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe vaccinators wanted a replacement phone at least every 2 years to continue using the app.
“The vaccinators wanted a replacement phone at least every 2 years to continue using the app.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataTheir performance could be tracked accurately by their supervisors using GPS tracking.
“Their performance could be tracked accurately by their supervisors using GPS tracking.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe vaccinators mentioned the conditional fuel support provided by the district health office based on the number of monthly visits reported by the app.
“The vaccinators also mentioned the conditional fuel support provided by the district health office based on the number of monthly visits reported by the app.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
FindingreasoningThey perceived that instant data entry through a mobile app generated a more accurate defaulter list.
“They perceived that instant data entry through a mobile app generated a more accurate defaulter list.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataInterviewees recounted poor vaccinator performance prior to using the app and attributed this to poor work attitudes, insufficient supervision from supervisors, and a lack of fuel support and functional motorbikes for supervisory visits.
“The interviewees recounted poor vaccinator performance prior to using the app and attributed this to poor work attitudes, insufficient supervision from the supervisors, and a lack of fuel support and functional motorbikes for supervisory visits.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenGPS location of vaccinators provided reliable information, while previously checks were onerous.
“GPS location of vaccinators provided reliable information, while previously checks were onerous.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIssues included hanging of the phones after 2 years.
“Issues included hanging of the phones after 2 years.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataStakeholders requested that the project be expanded to other sub-divisions within the district.
“The stakeholders also requested that the project be expanded to the other sub-divisions within the district.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataReporting of individual performance resulted in supervisory recognition and personal gratification in reaching targets.
“Reporting of individual performance resulted in supervisory recognition and personal gratification in reaching targets.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenAdditional effort to increase awareness of routine immunization was needed in high-defaulter areas.
“Additional effort to increase awareness of routine immunization was needed in high-defaulter areas.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningThe data encouraged competition among the vaccinators as well as sharing of lessons learned.
“The data encouraged competition among the vaccinators as well as sharing of lessons learned.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataTheir reported concern was they might forget to upload pending data or be unable to upload pending data if the phone was damaged or stolen.
“Their reported concern was they might forget to upload pending data or be unable to upload pending data if the phone was damaged or stolen.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe vaccinators reported that the lack of fuel support made it difficult to conduct outreach sessions.
“The vaccinators reported that the lack of fuel support made it difficult to conduct outreach sessions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataHealth officials expressed eagerness to continue the tracking initiative and anxiety that routine immunization coverage would decline again after closure of the project.
“The health officials expressed an eagerness to continue the tracking initiative and anxiety that routine immunization coverage would decline again after closure of the project.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenPhotos of the immunized child were uploaded more frequently than photos of the vaccination card.
“Photos of the immunized child were uploaded more frequently than photos of the vaccination card.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOften, the phone had to be restarted, and there was a concern that unsaved data would be lost.
“Often, the phone had to be restarted, and there was a concern that unsaved data would be lost.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataPolitical patronage is still an issue but better managed due to transparency of accountability and monitoring of the vaccinators in the target setting.
“Political patronage is still an issue but better managed due to transparency of accountability and monitoring of the vaccinators in the target setting.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Findingnone givenIn the past, it was challenging to hold the vaccinator cadre accountable for routine immunization performance, making it difficult to improve vaccination volume.
“In the past, it was challenging to hold the vaccinator cadre accountable for routine immunization performance, making it difficult to improve vaccination volume.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOnly two vaccinators reported that parents would not allow a photo under any circumstances, in which case a photo of the vaccination card was uploaded instead.
“Only two vaccinators reported that parents would not allow a photo under any circumstances, in which case a photo of the vaccination card was uploaded instead.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenVaccination volume and child details were very accurate and could be quickly verified.
“Vaccination volume and child details were very accurate and could be quickly verified.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe district was able to act as an example for other districts.
“The district was able to act as an example for other districts.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenEPI motorbikes were provided by the district health office to the better performing vaccinators; these were co-financed by the project and the vaccinator.
“Additionally, EPI motorbikes were provided by the district health office to the better performing vaccinators; these were co-financed by the project and the vaccinator.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataPublic recognition was instrumental for increasing motivation.
“The stakeholders reported that the public recognition was instrumental for increasing motivation.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingown dataVaccinators felt that the ability to record immunization entries during the visits was better than using recall to manually record data later at the health facilities.
“while vaccinators felt that the ability to record immunization entries during the visits was better than using recall to manually record data later at the health facilities.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenThe app-generated maps helped to finalize microplans and identify missed locations.
“In addition, the app-generated maps helped to finalize microplans and identify missed locations.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenReal-time immunization data were mainly used to monitor vaccination volume, track children with incomplete vaccinations, develop outreach visit plans, alter existing microplans, and provide a results-based fuel allowance.
“Real-time immunization data were mainly used to monitor vaccination volume, track children with incomplete vaccinations, develop outreach visit plans, alter existing microplans, and provide a results-based fuel allowance.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataDuring these meetings, vaccinator performance was reviewed, including that of poor performers.
“During these meetings, vaccinator performance was reviewed, including that of poor performers.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingown dataThis perception was attributed to photo verification of the encounters.
“this perception was attributed to photo verification of the encounters.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFor district management, key enablers included a sense of empowerment for reviewing and planning EPI delivery and enhanced transparency to counteract political patronage of vaccinators.
“For district management, key enablers included a sense of empowerment for reviewing and planning EPI delivery and enhanced transparency to counteract political patronage of vaccinators.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataRegular EPI review meetings were convened at the district health office, and the meetings used the real-time app data.
“The key informants mentioned that regular EPI review meetings were convened at the district health office, and the meetings used the real-time app data.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataEPI supervisors attributed improved data to the transparency of vaccinator movements.
“The EPI supervisors attributed it to the transparency of vaccinator movements”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDistrict supervisors found the app data easy to access for quick verification of immunization activity and to provide supervisory direction.
“District supervisors found the app data easy to access for quick verification of immunization activity and to provide supervisory direction.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Findingown dataDisciplinary actions such as notice of explanation, show cause letter, and termination of irregular, ghosting, or nonperforming vaccinators were not effective due to political patronage of vaccinators by local legislators.
“Furthermore, disciplinary actions such as a “notice of explanation,” for which employees must provide an explanation for an allegation of violation of company policies, rules, and procedures; “show cause letter,” which asks the employee to provide a reason why they should not face a disciplinary action for a conduct or capacity issue in the workplace; and termination of irregular, ghosting, or non”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataVaccinators with high performance were recognized separately in quarterly public ceremonies attended by district legislators.
“Vaccinators with high performance were also recognized separately in quarterly public ceremonies attended by district legislators.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
FindingreasoningThe validity of the app data was considered superior to that of data from manual records by both the vaccinators and district supervisors.
“The validity of the app data was considered superior to that of data from manual records by both the vaccinators and district supervisors”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataReview meetings provided a platform for vaccinators to learn from each other's experiences and promote healthy competition.
“They added that the review meetings provided a platform for vaccinators to learn from each other’s experiences and promote healthy competition.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningThis helped to not only accurately track the vaccinator but also identify vaccination coverage according to the geographical location.
“This helped to not only accurately track the vaccinator but also identify vaccination coverage according to the geographical location.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningFindings are relevant for informing the use of digital technology for results-based delivery by frontline health workers.
“Findings are relevant not only for wide-scale implementation of immunization tracking apps in Pakistan but also for informing the use of digital technology for results-based delivery by frontline health workers.”
Quote in the paperNot a substantial claim- Rests on an assumption: The experiences and perceptions reported by vaccinators and district managers in the TMK district are representative enough to inform wide-scale implementation in Pakistan and other settings.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe study team randomly checked the photo entries and uploaded data for errors.
“The study team randomly checked the photo entries and uploaded data for errors.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe country target is 90% set by the Global Vaccine Action Plan.
“In Pakistan, 66% of children are completely immunized; this is much lower than the country target of 90% set by the Global Vaccine Action Plan [23].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [23] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn Pakistan, 66% of children are completely immunized.
“In Pakistan, 66% of children are completely immunized; this is much lower than the country target of 90% set by the Global Vaccine Action Plan [23].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [23] source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductnone givenInterviews were conducted with all 26 vaccinators working in the 11 UCs in which the digital app was implemented.
“Interviews were conducted with all 26 vaccinators working in the 11 UCs in which the digital app was implemented.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationExperience from high-income settings emphasizes a user-centric approach to the development of digital technology.
“Experience from high-income settings emphasizes a user-centric approach to the development of digital technology [21].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [21] source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationTechnological factors such as internet access, data volume, and app usability can affect implementation.
“Technological factors such as internet access, data volume, and app usability can affect implementation [22].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [22] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll the vaccinators used the immunization app for at least 24 months.
“All the vaccinators used the immunization app for at least 24 months.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationNot all digital health programs perform as intended.
“Despite the proliferation of mHealth apps, not all digital health programs perform as intended, and assessments of the technology, health systems, and behavioral factors need careful consideration [18].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [18] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenFindings were triangulated in line with the three broad research areas.
“Findings were triangulated in line with the three broad research areas.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenImproved coordination as a result of easy, transparent data access can be an important by-product of digitalization.
“whereas improved coordination as a result of easy, transparent data access can be an important by-product of digitalization.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe interview information was transcribed in Sindhi and translated back into English, checked for errors, and manually analyzed.
“The interview information was transcribed in Sindhi and translated back into English. These were then checked for errors and manually analyzed.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataContent analysis of the transcripts was undertaken, developing main codes in line with the a priori themes and further detailed coding based on grounded findings emerging from the narrative.
“Content analysis of the transcripts was undertaken, developing main codes in line with the a priori themes and further detailed coding based on grounded findings emerging from the narrative.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn LMICS, mHealth apps are increasingly used for immunizations and other public health concerns.
“In LMICS, mHealth apps are increasingly used for immunizations and other public health concerns”
Quote in the paperNot a substantial claim0 of 9 sources checked- cites [6] source
Not checked in the free run.
- cites [7] source
Not checked in the free run.
- cites [10] Kazi, A, 2016, J Vaccines Vaccin
Not checked in the free run.
- cites [12] source
Not checked in the free run.
- cites [21] source
Not checked in the free run.
- cites [22] source
Not checked in the free run.
- cites [23] source
Not checked in the free run.
- cites [24] JSIAfrica Routine Immunization System EssentialImproving the performance of routine immunization systems in Africa ? A case of the drivers of routine immunization system performance in Cameroonhttps://3qvw4sd8qlr2o7003493odw1-wpengine.netdna-ssl.com/wp-content/uploads/2012/11/Arise_CameroonReport_final5081.pdf
Not checked in the free run.
- cites [25] JSI20182020-01-10Strengthening Immunization for the Urban Poor: Experiences and Lessons Learned from Five Country Studieshttps://www.jsi.com/JSIInternet/Resources/publication/display.cfm?txtGeoArea=INTL&id=22079&thisSection=Resources
Not checked in the free run.
May combine two claims.
PremisecitationThe evidence indicates that instant data availability for monitoring purposes, as observed with neglected tropical diseases, and ease of use and digital literacy of end users, as observed with oral cholera vaccinations, are important parameters for the successful trialing of digital apps.
“The evidence indicates that instant data availability for monitoring purposes, as observed with neglected tropical diseases [28], and ease of use and digital literacy of end users, as observed with oral cholera vaccinations [29], are important parameters for the successful trialing of digital apps.”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe Nigeria study reported improvements in microplanning, monitoring, and immunization coverage, which were attributed to technology-based support for performance monitoring that reduced erroneous entries and data fabrication by vaccinators.
“They reported improvements in microplanning, monitoring, and immunization coverage, which were attributed to the technology-based support for performance monitoring that reduced erroneous entries and data fabrication by vaccinators.”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA household vaccination coverage survey conducted as part of the larger health system strengthening immunization study found a significant difference in vaccination completion rates between the baseline and end timepoints across study control and intervention areas.
“A household vaccination coverage survey conducted as part of the larger health system strengthening immunization study found a significant difference in vaccination completion rates between the baseline and end timepoints across study control and intervention areas [35].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [35] Gavi-The Vaccine AllianceAnnual Progress Report 2018https://www.gavi.org/results/gavi-progress-reports/
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductnone givenThis study used iterative qualitative research methods for in-depth exploration of the digital technology interface with end users and decision makers within the health system.
“This study used iterative qualitative research methods for in-depth exploration of the digital technology interface with end users and decision makers within the health system.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPoorly designed devices and inadequate cellular infrastructure have been noted as barriers for integrating apps into health systems.
“Poorly designed devices and inadequate cellular infrastructure have been noted as barriers for integrating apps into health systems [30].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] source
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
Interpretationnone givenEase of operability, satisfaction with reliable data, personal recognition, results-based field support, and empowerment are powerful enablers.
“Ease of operability, satisfaction with reliable data, personal recognition, results-based field support, and empowerment are powerful enablers.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationA study on an mHealth app for midwives in Ghana found low levels of user acceptance and a software design that did not match the end‐user needs or work environment.
“A study on an mHealth app for midwives in Ghana found low levels of user acceptance and a software design that did not match the end‐user needs or work environment [32].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [32] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationA study of a client data app for community health nurses in Ghana resulted in reasonably good acceptability due to the app's capacity to facilitate client follow-up and data reporting; however, the feasibility and usability of the app were hindered by high client volumes, staff shortages, and software and device challenges.
“A study of a client data app for community health nurses in Ghana resulted in reasonably good acceptability due to the app’s capacity to facilitate client follow-up and data reporting; however, the feasibility and usability of the app were hindered by high client volumes, staff shortages, and software and device challenges [31].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenTriangulation of the findings across vaccinators, supervisors, and district managers strengthened the analysis and helped draw out common convincing narratives.
“Triangulation of the findings across vaccinators, supervisors, and district managers strengthened the analysis and helped draw out common convincing narratives.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone givenAn important by-product of digitalization can be improved coordination as a result of transparent, easy data access.
“An important by-product of digitalization can be improved coordination as a result of transparent, easy data access.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningWhile several of the findings are specific to the study context, the study provides the key parameters for consideration during the current rollout of digital immunization interventions in Pakistan as well as lessons for the introduction of a health provider app in LMICS.
“While several of the findings are specific to the study context, the study provides the key parameters for consideration during the current rollout of digital immunization interventions in Pakistan as well as lessons for the introduction of a health provider app in LMICS.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningIt also provides lessons for LMICS on technological and non-technological factors that require attention to contextualize health provider apps within the local health system.
“It also provides lessons for LMICS on technological and non-technological factors that require attention to contextualize health provider apps within the local health system.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationnone givenOur study provides timely evidence on the successful integration of an immunization tracking app to be used by vaccinators as Pakistan prepares to upscale digitalized immunization tracking.
“Our study provides timely evidence on the successful integration of an immunization tracking app to be used by vaccinators as Pakistan prepares to upscale digitalized immunization tracking.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenEmbedding digital technology into mainstream health systems relies on acceptance by both end users and district stakeholders.
“Embedding digital technology into mainstream health systems relies on acceptance by both end users and district stakeholders.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
Study design and conductreasoningThis iterative approach helped identify themes in an unexplored area and identified details that would have been missed in a more prescriptive quantitative study.
“This iterative approach helped identify themes in an unexplored area and identified details that would have been missed in a more prescriptive quantitative study.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningTechnological ease of operability, personal recognition, results-oriented mobility support, and empowerment to improvise microplanning are powerful individual-level factors, whereas data transparency and empowerment for district planning are key organizational-level enablers to embed digital tracking in vaccine delivery systems.
“Technological ease of operability, personal recognition, results-oriented mobility support, and empowerment to improvise microplanning are powerful individual-level factors, whereas data transparency and empowerment for district planning are key organizational-level enablers to embed digital tracking in vaccine delivery systems.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningTo limit bias, researchers who were not part of the intervention team undertook tool development and data collection.
“To limit bias, researchers who were not part of the intervention team undertook tool development and data collection.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningImmunization performance tracking through digital technology needs essential acceptance by frontline health force, and mere vertical enforcement is not enough.
“We contend that immunization performance tracking through digital technology needs essential acceptance by frontline health force, and mere vertical enforcement is not enough.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningThe findings are relevant to not only the current upscaling of digital technology to track immunization in Pakistan but also the application of digital technology for results-based delivery by frontline health workers.
“The findings are relevant to not only the current upscaling of digital technology to track immunization in Pakistan but also the application of digital technology for results-based delivery by frontline health workers.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationAnother study that introduced an app for community health volunteers in Kenya found that acceptability improved after a period of initial anxiety; however, there were feasibility challenges related to battery drainage and difficulty keeping the phone charged.
“Another study that introduced an app for community health volunteers in Kenya found that acceptability improved after a period of initial anxiety; however, there were feasibility challenges related to battery drainage and difficulty keeping the phone charged [33].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [33] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationYet another study in South Africa with an app for mHealth workers to electronically track patients with multi-drug resistant TB found a high intent for use but low actual usage resulting from forgetfulness and low levels of responsibility for such work.
“Yet another study in South Africa with an app for mHealth workers to electronically track patients with multi-drug resistant TB found a high intent for use but low actual usage resulting from forgetfulness and low levels of responsibility for such work [34].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [34] source
Not checked in the free run.
The paper relies on this without support.
There is little evidence on the factors that facilitate adoption of mHealth programs.
“There is little evidence on the factors that facilitate adoption of mHealth programs, which is critical to effectively embed digital technology into mainstream health systems.”
The paper relies on this without support.
Poor vaccinator performance, exacerbated by poor district supervision, has been a chronic issue for Pakistan’s vaccine delivery system.
“Poor vaccinator performance, which is exacerbated by poor district supervision, has been a chronic issue for Pakistan’s vaccine delivery system.”
The paper relies on this without support.
The experiences and perceptions reported by vaccinators and district managers in the TMK district are representative enough to inform wide-scale implementation in Pakistan and other settings.
“Findings are relevant not only for wide-scale implementation of immunization tracking apps in Pakistan but also for informing the use of digital technology for results-based delivery by frontline health workers.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The e-Vaccs app led the way for other provinces to adopt digital immunization solutions to improve vaccination coverage, including the Teeko app in rural districts of Sindh.
“This led the way for other provinces to adopt digital immunization solutions to improve vaccination coverage, a prime example being the introduction of the Teeko app in the rural districts of the province of Sindh [13].”
From Operability, Usefulness, and Task-Technology Fit of an mHealth App for Delivering Primary Health Care Services by Community Health Workers in Underserved Areas of Pakistan and Afghanistan: Qualitative Study (2020) · cites this paper as [13]
The Introduction says e-Vaccs was introduced in Punjab and that policy commitment to digital immunization monitoring subsequently increased in other provinces. It also says Teeko was piloted in a rural district of Sindh. The paper does not establish that e-Vaccs caused Teeko’s introduction or that Teeko was adopted across multiple rural districts; it notes that rollout elsewhere had stalled. (LLM, conf=0.84)
Experimental — accuracy not yet measuredCellphone penetration >90% in LMICs, coupled with falling call prices and increased network connectivity options, has improved the feasibility of mHealth programs in remote areas of LMICs, creating the possibility for strengthening weak health systems.
“Cellphone penetration >90% in LMICs, coupled with falling call prices and increased network connectivity options, has improved the feasibility of mobile health (mHealth) programs [13] in remote areas of LMICs, creating the possibility for strengthening weak health systems.”
From Operability, Usefulness, and Task-Technology Fit of an mHealth App for Delivering Primary Health Care Services by Community Health Workers in Underserved Areas of Pakistan and Afghanistan: Qualitative Study (2020) · cites this paper as [13]
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredAnother recent mHealth study aiming to inform how digital technology can be embedded within district health systems in LMICs highlighted the need for co-option by end users and district stakeholders.
“Another recent mHealth study aiming to inform how digital technology can be embedded within district health systems in LMICs highlighted the need for co-option by end users and district stakeholders.”
Ease of operability, satisfaction with reliable data, personal recognition, links to field support, and empowerment are powerful enablers of the shift towards digitalization.
“It also reported that ease of operability, satisfaction with reliable data, personal recognition, links to field support, and empowerment are powerful enablers of the shift towards digitalization [13].”
Findings reported from a study conducted in Pakistan indicated the usefulness of an offline feature; however, awareness videos on routine immunization were reported as a less-used feature by the vaccinators.
“Findings reported from a study conducted in Pakistan indicated the usefulness of an offline feature; however, awareness videos on routine immunization were reported as a less-used feature by the vaccinators [13].”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
SMS messages were both replaced and sent
MinorThe methods say SMS messaging was replaced with robotic calls, but the feature description says both robotic calls and SMS messages were sent to caregivers.
“SMS messaging was poorly received and replaced with a robotic call.”
“Following the vaccination, robotic calls and SMS messages about the routine immunization schedule and next visit were sent to the caregivers of each registered child.”
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Self-citation
Flagged first, then by citations
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- Authors
- Zaidi, S., Shaikh, S. A., Sayani, S., Kazi, A. M., Khoja, A., Hussain, S. S., & Najmi, R.
- Affiliations
- Aga Khan University (PK)
- Government of Pakistan (PK)
- Aga Khan Development Network (PK)
- Corresponding author
- Zaidi, Shehla
- ORCID
- Venue
- JMIR mHealth and uHealth
- Publisher
- JMIR Publications Inc.
- Published
- 2020-02-13
- Volume
- 8
- Issue
- 2
- Pages
- e16081
- ISSN
- 2291-5222 (ISSN-L)
- PMC
- PMC7055833
- OpenAlex
- W2995766343
- Semantic Scholar
- b17b130fcbde077e43c96c0a66e5d367604a4e64
- Cited by
- 45
- References
- 35
- Citations by year
- 2026: 7 · 2025: 6 · 2024: 6 · 2023: 7 · 2022: 8 · 2021: 7 · 2020: 4
- FWCI
- 6.48
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JMIR mhealth and uhealth (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- eCommons - AKU (Aga Khan University) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- GAVI Alliance (PP33961213A1)
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Social Sciences › Health › Vaccine Coverage and Hesitancy
- Physical Sciences › Computer Science › Information Systems › ICT in Developing Communities
- Keywords
- mobile health, mobile application, routine childhood immunization, Expanded Programme on Immunization, vaccinators, acceptability, operability, data validity, rural health systems, digital health integration, health worker empowerment, data-driven decision making, Pakistan, low- and middle-income countries
- MeSH terms
- Child, Humans, Immunization, Pakistan, Vaccination, Reproducibility of Results, Mobile Applications
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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