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    • Home
    • Our Work
      • Gender and Digital
      • Measuring Digital Skills
      • DAU Index
      • Survey design
      • AI & Data Analytics
      • Evaluations
      • Last mile provider
    • Team
    • Measurement Resources
    • Country Profiles
    • Publications & Resources
    • Last mile providers
  • Home
  • Our Work
    • Gender and Digital
    • Measuring Digital Skills
    • DAU Index
    • Survey design
    • AI & Data Analytics
    • Evaluations
    • Last mile provider
  • Team
  • Measurement Resources
  • Country Profiles
  • Publications & Resources
  • Last mile providers

Tool Kits

Measuring Digital Access in Low- and Middle-Income Countries (pdf)

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Measuring Digital Skills in Low- and Middle-Income Countries (pdf)

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Measuring Participation in the Digital Economy (pdf)

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Peer review publications

Innovations in Measurement

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Ethics, consent for data use

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Gender and Digital Innovations

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Digitization of last mile providers

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Maternal messaging programs

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Digitization of Health Information Systems

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Economic and financial evaluations

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Innovations in Measurement

AI for data quality, Feedback loops

  • Shah N, Ummer O,... & LeFevre A. 2021. SMS feedback system as a quality assurance mechanism: experience from a household survey in rural India.  BMJ Global Health 6, Suppl. 5. http://dx.doi.org/10.1136/bmjgh-2021-005287
  • Shah N, Mohan D, Ummer O,... & LeFevre A. 2020. Using Machine Learning to Optimise the Quality of Survey Data: Protocol for a Use Case inIndia. JMIR research protocols, 9(8), e17619, https://doi.org/10.2196/17619 

Cognitive interviewing

  • Scott K, Ummer O, & LeFevre A. 2021. The devil is in the detail: Reflections on the value and application of cognitive interviewing to strengthen quantitative surveys in global health. Health Policy and Planning 36(6): 982–995. https://doi.org/10.1093/heapol/czab048
  • Scott K, Gharai D,... & LeFevre A. 2020. Yes, no, maybe so: the importance of cognitive interviewing to enhance structured surveys on respectful maternity care in northern India, Health Policy and Planning, Volume 35, Issue 1, Pages 67–77, https://doi.org/10.1093/heapol/czz141

AI to segment populations

  • Bashingwa J, Mohan D,.. &  LeFevre A. 2022. Can we design the next generation of digital health communication programs by leveraging the power of artificial intelligence to segment target audiences, bolster impact and deliver differentiated services? A machine learning analysis of survey data from rural India BMJ Open 2023;13:e063354. https://doi.org/10.1136/bmjopen-2022-063354

Consent, Data governance

Consent

  • Preferences for onward health data use in the electronic age among maternity patients and providers in South Africa: a qualitative study
  • Translating the consent form is the tip of the iceberg: using cognitive interviews to assess the barriers to informed consent in South African health facilities

Data governance

  • How to use relevant data for maximal benefit with minimal risk: digital health data governance to protect vulnerable populations in low-income and middle-income countries

Gender and Digital Innovations

Does phone ownership matter for health? Global DHS analyses

  • Mohan D, Bashingwa J,... & LeFevre A. 2020. Does having a mobile phone matter? Linking phone access among women to health in India: An exploratory analysis of the National Family Health Survey. PLoS ONE 15(7): e0236078. https://doi.org/10.1371/journal.pone.0236078

Does phone ownership matter for health in India?

  • Scott K, Shinde A, Ummer O, ... LeFevre A & Kilkari Impact Evaluation team. 2021. Freedom within a cage: how patriarchal gender norms limit women’s use of mobile phones in rural central India. BMJ Global Health 6, Suppl. 5. http://dx.doi.org/10.1136/bmjgh-2021-005596

Maternal messaging programs

MomConnect

  • Files coming soon.

Kilkari

  • LeFevre A, Shah N, Scott K,... & Mohan D. 2022. The impact of a direct to beneficiary mobile communication program on reproductive and child health outcomes: a randomized controlled trial in India. BMJ Global Health;6:e008838. https://doi.org/10.1136/bmjgh-2022-008838
  • Scott K, Ummer, O,... LeFevre, A. & Kilkari Impact Evaluation team. 2021. Another voice in the crowd: the challenge of changing family planning and child feeding practices through mHealth messaging in rural central India. BMJ Global Health 6, Suppl. 5. http://dx.doi.org/10.1136/bmjgh-2021-005868

Last mile providers

MOTECH in Ghana

  • Files coming soon.

Scaling and sustaining digital solutions for frontline health workers

  • Bashingwa J,... Ummer O, Ved R & LeFevre A. 2021. Examining the reach and exposure of a mobile phone-based training programme for frontline health workers (ASHAs) in 13 states across India. BMJ Global Health 6, Suppl. 5. http://dx.doi.org/10.1136/bmjgh-2021-005299

Solution design

  • Files coming soon.

Digitization of Health Information Systems

MCH/RCH India

  • Scott K, Ummer O,... & LeFevre A. 2022. At the frontlines of digitization: a qualitative study on the challenges and opportunities in maintaining accurate, complete, and timely digital health records in India’s government health system. BMJ Open 12: e051193. https://doi.org/10.1136/bmjopen-2021-051193

Economic and Financial Evaluations

  • LeFevre A, Mendiratta J,... & Mohan D. 2023. Cost-effectiveness of a direct to beneficiary mobile communication programme in improving reproductive and child health outcomes in India. BMJ Global Health 6, Suppl. 5.http://dx.doi.org/10.1136/bmjgh-2022-009553

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