Evidence map›Paper›PMID 38414543›Full record

ArticleInternational journal of population data science2023

Establishment of a birth-to-education cohort of 1 million Palestinian refugees using electronic medical records and electronic education records.

Zeina Jamaluddine, Akihiro Seita, Ghada Ballout, Hussam Al-Fudoli, Gloria Paolucci, Shatha Albaik, Rami Ibrahim, Miho Sato, Hala Ghattas, Oona M R Campbell

Open access · goldAbstract read
In one paragraph

Article in International journal of population data science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.3field-weighted citation impact, top 42% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 2 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 4 institutions in 5 countries.

Zeina JamaluddineFaculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, United Kingdom.
Akihiro SeitaUnited Nations Relief and Works Agency for Palestinian Refugees in the Near East, UNRWA headquarters, Amman, Jordan.
Ghada BalloutUnited Nations Relief and Works Agency for Palestinian Refugees in the Near East, UNRWA headquarters, Amman, Jordan.
Hussam Al-FudoliUnited Nations Relief and Works Agency for Palestinian Refugees in the Near East, UNRWA headquarters, Amman, Jordan.
Gloria PaolucciUnited Nations Relief and Works Agency for Palestinian Refugees in the Near East, UNRWA headquarters, Amman, Jordan.
Shatha AlbaikUnited Nations Relief and Works Agency for Palestinian Refugees in the Near East, UNRWA headquarters, Amman, Jordan.
Rami IbrahimUnited Nations Relief and Works Agency for Palestinian Refugees in the Near East, UNRWA headquarters, Amman, Jordan.
Miho SatoSchool of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan.
Hala GhattasDepartment of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, South Carolina, USA.
Oona M R CampbellFaculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, United Kingdom.
United Nations Relief and Works Agency for Palestine Refugees in the Near East · JOLondon School of Hygiene & Tropical Medicine · GBNagasaki University · JPUniversity of South Carolina · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: By linking datasets, electronic records can be used to build large birth-cohorts, enabling researchers to cost-effectively answer questions relevant to populations over the life-course. Currently, around 5.8 million Palestinian refugees live in five settings: Jordan, Lebanon, Syria, West Bank, and Gaza Strip. The United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA) provides them with free primary health and elementary-school services. It maintains electronic records to do so.We aimed to establish a birth cohort of Palestinian refugees born between 1st January 2010 and 31st December 2020 living in five settings by linking mother obstetric records with child health and education records and to describe some of the cohort characteristics. In future, we plan to assess effects of size-at-birth on growth, health and educational attainment, among other questions. Methods: We extracted all available data from 140 health centres and 702 schools across five settings, i.e. all UNRWA service users. Creating the cohort involved examining IDs and other data, preparing data, de-duplicating records, and identifying live-births, linking the mothers' and children's data using different deterministic linking algorithms, and understanding reasons for non-linkage. Results: We established a birth cohort of Palestinian refugees using electronic records of 972,743 live births. We found high levels of linkage to health records overall (83%), which improved over time (from 73% to 86%), and variations in linkage rates by setting: these averaged 93% in Gaza, 89% in Lebanon, 75% in Jordan, 73% in West Bank and 68% in Syria. Of the 423,580 children age-eligible to go to school, 47% went to UNRWA schools and comprised of 197,479 children with both health and education records, and 2,447 children with only education records. In addition to year and setting, other factors associated with non-linkage included mortality and having a non-refugee mother. Misclassification errors were minimal. Conclusion: This linked open birth-cohort is unique for refugees and the Arab region and forms the basis for many future studies, including to elucidate pathways for improved health and education in this vulnerable, understudied population. Our characterization of the cohort leads us to recommend using different sub-sets of the cohort depending on the research question and analytic purposes.

Indexed as

ArabsRefugeesBirth CohortChildEducational StatusElectronic Health RecordsElectronicsFemaleHumansLebanonPregnancydata linkageeducation recordselectronic recordshealth recordsmother childPalestinian refugeesrefugee birth cohort

Identifiers

PMID38414543
PMCPMC10898319
OpenAlexW4387908005

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.