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Exploring the Effects of Violent Conflict on the Human Capital of Palestinian Refugee Children

Lead Research Organisation: London School of Hygiene and Tropical Medicine
Department Name: Epidemiology and Population Health

Abstract

The challenge. Violent conflict has extensive repercussions that extend beyond direct fatalities and can influence well-being and human capital in many ways. The impacts of conflict, and ensuing economic and food-security crises, can disproportionately affect refugees and other vulnerable populations, especially children. A recent review on the effects of armed conflict on the health, development and education of children identified a need for future research on these outcomes over a longer life-course horizon. Unfortunately, such longitudinal research is often difficult to conduct because refugee and conflict-affected populations are often transient and difficult to follow-up. However, working with the United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA), we enriched their administrative datasets and built a unique cohort of refugee children. We can use this data, together with publicly available data on conflict, to conduct such longitudinal and longer-term research.

Aims and objectives. Our proposal aims to investigate the effects of exposure to conflict on the human capital of Palestinian refugee children in Jordan, Lebanon, Syria, West Bank and Gaza. This proposed research will enable us to explore the effects of short- and long-term exposure to conflict from 2010 to 2020 on (1) family formation patterns (age at childbearing, family planning) (2) use of selected services (antenatal care, maternity care, immunizations, school attendance) (3) child well-being and development indicators (e.g. growth, school performance), and (4) all-cause mortality, including stillbirth, and risk-factors associated with early mortality (prematurity, size-for gestational-age).

How will objectives be achieved: data and approach. UNRWA provides Palestinian refugees with free primary health and elementary-school services, use of which is recorded in individual-based electronic databases. Our study will use UNRWA's electronic medical and education records from nearly 1 million Palestinian refugee children which we have linked with each other and cleaned. We will join these longitudinal data with conflict-event datasets from the Uppsala Conflict Data Program (UCDP) and Armed Conflict Location & Event Data Project (ACLED). The conflict event datasets provide geospatial and time-specific conflict-related exposures. We will then use different statistical models to explore the effects of these different conflict events, conflict intensity and distance to conflict on the different refugee outcomes listed above (family formation, education and health service-use, child well-being, and child mortality outcomes). We will build a causal framework of how the timing and intensity of conflict exposures affect potential human capital outcomes using our data, and findings from the literature.

Application and benefits. This information will enable UNRWA policymakers, health and education service providers, and other humanitarian actors to develop targeted interventions to ameliorate the early life course of refugee children and more effectively argue for resource allocation to specific geographic areas and demographic groups. Additionally, the study will highlight the role of healthcare and education services for affected populations and generate an evidence-base to advocate for the mitigation of conflict-related harm.

Publications

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Jamaluddine Z; (2026) Maternal and neonatal outcomes in a cohort of pregnant women during conflict, Gaza Strip in Bulletin of the World Health Organization

 
Title Amman Design Week Art Installation 
Description Beyond academic outputs, we have pursued a dissemination pathway by submitting a proposal to Amman Design Week (ammandesignweek.com) for an art and data visualisation installation. The installation translates our findings on conflict exposure and its effects on maternal and newborn care into an accessible, publicly engaging visual format. If our proposal is approved we will display the results of our study in Amman Design Week, in Amman Jordan. 
Type Of Art Artwork 
Year Produced 2026 
Impact None yet (October 2026) 
URL https://ammandesignweek.com/
 
Description To date, we have convened our advisory committee twice, obtained ethics approval from LSHTM and UNRWA to conduct the research, and updated the datasets to add data from 2021-2025. This extends our cohort of Palestinian refugee children for up to 15 years, adding nearly half a million records. We have also made substantial headway with our analyses, and are in the process of drafting papers. Our first paper is now available online. It assesses the impact of war on maternal and neonatal mortality among pregnant refugee women in the Gaza Strip. It involved data on pregnancy outcomes for 17 713 refugee women in the Gaza Strip who were pregnant on 8 October 2023 and received antenatal care from UNRWA. We used UNRWA's electronic health records, an UNRWA phone survey and the Palestinian Ministry of Health's lists of deaths for October 2023 to June 2024. Overall, 168 maternal deaths were identified, yielding a pregnancy-related mortality ratio of 948 per 100 000 pregnancies compared to a pre-war maternal mortality ratio of 30 per 100 000 live births. The pattern of age-specific, pregnancy-related deaths suggested that most were trauma-related. The stillbirth rate among women with known pregnancy outcomes was 10.3 per 1000 births compared with 6.0 per 1000 pre-war and the neonatal mortality rate was 9.4 per 1000 live births compared with 6.6 per 1000. The preterm birth rate was also higher, at 13.6% versus 9.7% pre-war. Although most deliveries (97.3%) remained facility-based, there was a shift from government to nongovernmental organization facilities. Moreover, post-delivery hospital stays were markedly shorter. We concluded that the conflict in the Gaza Strip was associated with substantial increases in maternal and neonatal mortality and preterm births. Utilization of health services remained high but delivery locations shifted to lower-level facilities and hospital stays shortened, raising concerns about the quality of care.
We have also drafted three papers:
1. Assessing the completeness of death reporting in the cohort in five settings: Syria, Lebanon, Gaza, the West Bank and Jordan.
2.. Conceptualizing and describing the nature of conflict; linking these to effects on antenatal service use
3. Looking at the effects of conflict on timing of birth (prematurity and size for gestational age

We have also begun looking at the data quality of education data, in preparation of looking at the effects of conflict on enrollment, attendance and dropout.
Exploitation Route When mothers in Gaza died (in the conflict commencing October 2023), their babies' outcomes were dire. Among live births to mothers
who died, the neonatal mortality rate was astronomical, at 444 per 1000 live births, which was 47 times higher than among live births to mothers who survived. We believe such families could be targeted for additional humanitarian support.
Sectors Education

Healthcare

Security and Diplomacy

Other

 
Description modification of E-Health data collection system
First Year Of Impact 2025
Sector Healthcare
Impact Types Policy & public services

 
Description SEEDS Symposium: Harnessing Administrative Data for Early-Life Health Research
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
 
Description UNRWA- United Nations Relief and Works Agency for Palestine Refugees in the Near East 
Organisation United Nations Relief and Works Agency for Palestine Refugees in the Near East
Country Jordan 
Sector Charity/Non Profit 
PI Contribution We have organized the advisory committee, obtained ethics approval from UNRWA and LSHTM, updated the data set, consulted on main aims, and run analyses. We have sought inputs on data interpretation.
Collaborator Contribution UNRWA is the key provider of free primary healthcare and education services to Palestinian refugees in 5 operational settings: Gaza, Jordan, Lebanon, Syria, and the West Bank. UNRWA has consistently invested in record- keeping, and now maintains electronic administrative databases to provide its health and education services, namely an electronic health records system (E-health) and an Education Management Information System (EMIS). E-health was developed in 2010 as a web-based, patient-centred digital system to manage UNRWA's increasing workload and to improve the quality of its health care provision. EMIS was launched in the 2016/2017 school year to manage education data in UNRWA schools and improve overall educational quality. Both systems include identification numbers (IDs) which allow for deterministic linkage. UNRWA has given access to the data set and helped in interpretation of results.
Impact Multiple Papers 1.Jamaluddine Z, Campbell OMR, Sato M, Seita A, Ohuma EO, Frongillo EA, Ghattas H. 2025. Association between size at birth, rapid weight gain in infancy and overweight status among Palestinian refugees under 5 years old: a retrospective cohort study. The American Journal of Clinical Nutrition, 101132 2.Jamaluddine Z, Suarez Idueta L, Paixao E, Pescarini J, Ghattas H, Sato M, Seita A, Martinez-Juarez L, Barreto M, Ohuma E, Day L, Campbell O, Blencowe H. Post-term births as a risk factor for small for gestational age and infant mortality in Brazil, Mexico, and Palestinian refugees: An analysis of electronic birth records. Paediatric and Perinatal Epidemiology. Paediatric and Perinatal Epidemiology 39 (2), 149-158 3.Jamaluddine Z, Seita A, Ballout G, Al-Fudoli H, Paolucci G, Albaik S, Ibrahim R, Sato M, Ghattas H, Campbell O. Establishment of a birth-to-education cohort of 1 million Palestinian refugees using electronic medical records and electronic education records. International Journal of Population Data Science. 2023 Oct 24;8(1). 4. McCall SJ, El Khoury TC, Ghattas H, Elbassuoni S, Murtada MH, Jamaluddine Z, Haddad C, Hussein A, Krounbi A, DeJong J, Khazaal J. Maternal and infant outcomes of Syrian and Palestinian refugees, Lebanese and migrant women giving birth in a tertiary public hospital in Lebanon: a secondary analysis of an obstetric database. BMJ open. 2023 Feb 1;13(2):e064859. 5. Jamaluddine Z, Paolucci G, Ballout G, Al-Fudoli H, Day LT, Seita A, Campbell OM. Classifying caesarean section to understand rising rates among Palestinian refugees: results from 290,047 electronic medical records across five settings. BMC Pregnancy and Childbirth. 2022 Dec;22(1):1-3. 6. Jamaluddine Z, Choufani J, Masterson AR, Hoteit R, Sahyoun NR, Ghattas H. A Community-Based School Nutrition Intervention Improves Diet Diversity and School Attendance in Palestinian Refugee Schoolchildren in Lebanon. Current Developments in Nutrition. 2020 Nov;4(11):nzaa164. 7. Sahyoun NR, Jamaluddine Z, Choufani J, Mesmar S, Reese-Masterson A, Ghattas H. A mixed-methods evaluation of community-based healthy kitchens as social enterprises for refugee women. BMC Public Health. 2019 Dec;19(1):1-1. 8. Ghattas H, Choufani J, Jamaluddine Z, Masterson AR, Sahyoun NR. Linking women-led community kitchens to school food programmes: lessons learned from the Healthy Kitchens, Healthy Children intervention in Palestinian refugees in Lebanon. Public Health Nutrition. 2019 Nov 22:1-0. 9. Jamaluddine Z, Sahyoun NR, Choufani J, Sassine AJ, Ghattas H. Child-Reported Food Insecurity Is Negatively Associated with Household Food Security, Socioeconomic Status, Diet Diversity, and School Performance among Children Attending UN Relief and Works Agency for Palestine Refugees Schools in Lebanon. The Journal of nutrition. 2019 Aug 28;149(12):2228-35.
Start Year 2017