Cited by 45Mobile Health and mHealth ApplicationsVaccine Coverage and HesitancyICT in Developing Communities

Operability, Acceptability, and Usefulness of a Mobile App to Track Routine Immunization Performance in Rural Pakistan: Interview Study Among Vaccinators and Key Informants

Open access
Zaidi, Shehla, Shaikh, Saqib Ali, Sayani, Saleem, Kazi, Abdul Momin, Khoja, Adeel, Hussain, Syed Shahzad, Najmi, Rabia·2020·JMIR mHealth and uHealth

Published 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

Crossref · 10.2196/16081

Cites

35 of 35 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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
  • May combine two claims. 43
  • Classified as probably not a substantial claim. 64
  • May combine two claims.

    Findingnone given

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    They 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingnone given

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Some 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The 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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    Of 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    There 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 claim
  • May combine two claims.

    Findingnone given

    Data-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 claim
  • May combine two claims.

    Findingown data

    Internet 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Their 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The 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 claim
  • Classified as probably not a substantial claim.

    Findingreasoning

    They 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Interviewees 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 claim
  • May combine two claims.

    Findingnone given

    GPS 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Issues included hanging of the phones after 2 years.

    “Issues included hanging of the phones after 2 years.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Stakeholders 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 claim
  • May combine two claims.

    Findingown data

    Reporting 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Additional 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 claim
  • May combine two claims.

    Findingreasoning

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Health 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Photos 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 claim
  • May combine two claims.

    Findingown data

    Often, 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Political 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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Findingnone given

    In 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingnone given

    Vaccination 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingnone given

    EPI 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Public recognition was instrumental for increasing motivation.

    “The stakeholders reported that the public recognition was instrumental for increasing motivation.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingnone given

    The 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 claim
  • May combine two claims.

    Findingnone given

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    During 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 claim
  • Classified as probably not a substantial claim.

    Findingown data

    This perception was attributed to photo verification of the encounters.

    “this perception was attributed to photo verification of the encounters.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    Regular 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    EPI 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 claim
  • May combine two claims.

    Findingown data

    District 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 claim
  • Classified as probably not a substantial claim.

    Findingown data

    Disciplinary 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Vaccinators 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 claim
  • Classified as probably not a substantial claim.

    Findingreasoning

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Review 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 claim
  • May combine two claims.

    Findingreasoning

    This 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Findings 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 given

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The 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).

    Premisecitation

    In 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 given

    Interviews 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Experience 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.

    Premisecitation

    Technological 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 given

    All 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 claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Not 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 given

    Findings 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Improved 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The 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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In 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.

    Premisecitation

    The 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 checked
    • cites [28] source

      Not checked in the free run.

    • cites [29] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The 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 checked
    • cites [26] source

      Not checked in the free run.

    • cites [27] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    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.

    “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 given

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Poorly 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 given

    Ease 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    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.

    “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.

    Premisecitation

    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.

    “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 given

    Triangulation 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    An 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationnone given

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Embedding 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Study design and conductreasoning

    This 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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    To 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    Immunization 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    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.

    “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.

    Premisecitation

    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.

    “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.

84 of 84
  • 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.”
3 of 3

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?

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

    Minor

    The methods say SMS messaging was replaced with robotic calls, but the feature description says both robotic calls and SMS messages were sent to caregivers.

1 of 1

Cites

Flagged first, then by citations

Research works printed but not linked: 1

  1. Kazi, A, 2016, J Vaccines Vaccin, 7, 2

Cited by

Sorted by citations

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
Venue
JMIR mHealth and uHealth
Published
2020-02-13
Volume
8
Issue
2
Pages
e16081
ISSN
2291-5222 (ISSN-L)
OpenAlex
W2995766343
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
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

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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.

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