Factors associated with educational needs among Rohingya refugee children: evidence from UNHCR's multi-sectoral needs analysis

This study analyzes data from 2,959 Rohingya refugee households in Bangladesh to reveal that nearly 40% of education-age children face severe or extreme educational needs, with teenage girls facing the highest risks due to structural barriers, gendered protection concerns, and systemic service gaps exacerbated by funding cuts.

The Gist

Imagine a massive, overcrowded neighborhood called Cox's Bazar, where over a million people from Myanmar (the Rohingya) have been forced to live in makeshift camps for years. This paper is like a detailed "health check-up" for the children in this neighborhood, but instead of checking their blood pressure, it checks their education.

Here is the story of what the researchers found, broken down simply:

The Big Picture: A Broken School Bus

Think of education as a bus that is supposed to take children from "home" to "future." In this refugee camp, the bus is running, but it's broken, crowded, and often dangerous.

The researchers took a snapshot of 8,408 children (ages 3 to 18) living in these camps. They asked: Is this child getting a good education, a bad one, or no education at all?

They found that the situation is quite dire:

• 3 out of 10 children are in "severe" need (the bus is broken, or the ride is terrible).
• 1 out of 10 children is in "extreme" need (the bus isn't running at all, or the ride is life-threatening).
• Almost two-thirds of all families have at least one child who isn't getting the education they need.

The "Who" and "Why": A Tale of Two Ages

The study discovered that the problems change as children get older, and they change differently for boys and girls.

1. The Little Ones (Ages 3–11): The "Coupled" Group
For young children, boys and girls are in the same boat. Whether they are 3, 5, or 10, they face similar hurdles.

• The Problem: Many are too young to register, or their families think school isn't a priority yet.
• The Result: Most are still trying to go to school, but the conditions are often poor.

2. The Teenagers (Ages 12–18): The Great Divide
Once children hit their teenage years, the "bus" splits into two very different lanes.

• The Boys: Their education starts to slip, but they are still somewhat on the bus. About half are still attending.
• The Girls: They are being pushed off the bus entirely. By age 12, a huge gap opens up. By age 18, only 1 in 5 girls is still in school.

Why are the girls falling off?
The paper points to specific "roadblocks" that act like walls:

• Safety Fears: The journey to school feels dangerous (fear of harassment or violence).
• Privacy Issues: Schools often don't have separate areas for boys and girls, making families uncomfortable.
• Family Duties: Girls are often needed at home to help with chores or care for siblings.
• Early Marriage & Pregnancy: As girls get older, many are forced into marriage or become pregnant, which effectively ends their schooling.

The Family Factor: Who is Driving the Car?

The study also looked at the parents (the "drivers" of the family car). They found that education struggles are worse when:

• The driver is very young (18–24) or very old (45+). These families are often under more financial pressure, forcing them to prioritize survival over school.
• The driver is a single mother. These families face extra hurdles, making it harder to keep kids in school.
• The family is poor. While money was a factor, the study found that even with money, the system of schools in the camp is the bigger problem. It's not just that families can't afford school; it's that the school system itself is failing to provide a safe, accessible place for everyone, especially teenage girls.

The "Why" Behind the Numbers

The researchers didn't just count the kids; they asked why they aren't learning.

• For young kids, the main reason is simply "we can't register" or "we are too young."
• For teenage girls, the reasons are heavy: "It's not a priority," "I have to help at home," "It's unsafe to travel," or "I got married."

The Bottom Line: A Fragile Lifeline

The paper concludes that while there are over 20 projects trying to fix this (like feeding programs or special classes for girls), they are like trying to put out a fire with a water pistol.

These projects are critically underfunded. In fact, they only have 15% of the money they need. Because of this lack of funding, nearly half of the learning centers have already been forced to close, leaving 200,000 children without a seat on the bus.

In short: The education system for Rohingya children is in crisis. It works okay for little kids, but it is collapsing for teenagers, and it is collapsing hardest for girls due to safety fears, cultural barriers, and poverty. Without more money and better safety, the "future" for these children remains out of reach.

Technical Summary

Technical Summary: Factors Associated with Educational Needs Among Rohingya Refugee Children

Problem Statement
Approximately 1.2 million Rohingya refugees reside in 33 camps in Cox's Bazar, Bangladesh, where educational access remains a critical humanitarian concern. Despite eight years of displacement, the crisis is characterized by deteriorating conditions, entrenched vulnerabilities, and waning international attention. While previous analyses identified education as a predominant driver of extreme humanitarian needs, there was a need for a sector-specific, in-depth analysis to elucidate the specific reasons for these needs and identify the household and individual characteristics associated with them. This study aims to estimate the prevalence of educational needs among Rohingya refugee children, determine the predominant drivers of these needs, and identify associated risk factors to inform targeted relief efforts.

Methodology
This study utilized a representative cross-sectional household survey design, drawing on anonymized data from the 2023 Joint Multi-Sectoral Needs Assessment (J-MSNA).

• Data Source: The dataset included 3,400 households surveyed between August and September 2023 across 33 camps, yielding complete data for 18,172 individuals. For this analysis, 2,959 households containing 8,408 education-age children (ages 3–18) were included.
• Sampling: A stratified simple random sampling technique was employed, with sample sizes adjusted for finite populations and inflated by 10% to mitigate non-response. Survey weights were applied to account for differential selection probabilities and clustering.
• Outcome Measurement: The primary outcome was an education severity score assigned to each child based on the Joint Intersectoral Analysis Framework (JIAF) and Multi-Sectoral Needs Index. The scale was adapted to three categories:
  • Stressed (Score 2): Accessing non-formal education in a protected environment with acceptable conditions.
  • Severe (Score 3): Not accessing education due to non-aggravating circumstances, or accessing education under poor conditions/minor safety issues.
  • Extreme (Score 4): Not accessing education due to aggravating circumstances (e.g., child labor, marriage, recruitment) or attending unprotected environments with serious safety threats.
• Statistical Analysis: Multinomial logistic regression was used to examine factors associated with severe and extreme educational needs. The analysis controlled for individual characteristics (age, gender) and household vulnerability factors (head of household age/gender/disability, income). Adjusted Relative Risk Ratios (aRRR) were reported with 95% confidence intervals.

Key Contributions and Results
The study provides a granular analysis of educational deprivation, revealing that 39.7% of education-age children are in educational need (defined as severe or extreme). Specifically, 29.6% are in severe need and 10.1% are in extreme need.

• Prevalence by Age and Gender:
  • Early Education (3–4 years): 54.3% are enrolled; 40.4% are in severe need (primarily due to inability to register or being "too young").
  • Primary School (5–11 years): 83.3% are enrolled. Severe need (13.9%) is largely driven by boys attending madrasas instead of formal schooling.
  • Teenagers (12–18 years): Enrollment drops significantly to 34.4%. Severe need affects 44.9% of teenagers, with a stark gender disparity: 50.6% of girls vs. 38.9% of boys. Extreme need rises linearly with age for girls, peaking in the 16–18 age group.
• Drivers of Extreme Need:
  • For teenage girls, extreme needs are driven by "child helping at home," "protection risks while commuting," and, most critically for the 16–18 age group, "marriage or pregnancy."
  • For teenage boys, extreme needs are associated with "education not being a priority" and "child helping at home."
• Associated Factors (Multivariate Analysis):
  • Household Characteristics: Female-headed households and households with heads aged 45–59 or 60+ were significantly associated with both severe and extreme educational needs. Young adult heads (18–24) were associated specifically with extreme needs.
  • Child Characteristics: Compared to primary school-age boys, all other age-gender groups showed significantly higher risks. Notably, teenage girls had the highest adjusted risk ratios:
    • Severe Need: aRRR = 16.07 (relative to primary school girls) and 3.18 (relative to teenage boys).
    • Extreme Need: aRRR = 34.60 (relative to primary school girls) and 5.86 (relative to teenage boys).
  • Structural vs. Household Factors: The persistence of strong age-gender associations after adjusting for household vulnerability suggests that structural deficiencies within the education sector (e.g., lack of female-friendly facilities, safety concerns) play a more dominant role than household poverty alone.

Significance and Claims
The paper claims that educational needs among Rohingya children are highly prevalent and driven by a complex interplay of structural sector deficiencies and household survival pressures. The study highlights a critical "coupled-decoupled" dynamic where boys and girls have similar educational outcomes in early childhood, which diverges sharply during adolescence.

The authors assert that the dramatic elevation in needs for teenage girls is driven by intersecting factors: sociocultural barriers, child safety threats, and survival pressures that force households to deprioritize education. The paper concludes that while over 20 projects led by local humanitarian authorities are currently providing targeted relief, these efforts are severely threatened by funding cuts (currently at only 15% of requirements). The study emphasizes that addressing these needs requires sustained, intensive humanitarian efforts to mitigate the gendered harms and generational impacts of the protracted crisis, noting that current financial support is insufficient to secure the educational rights of this stateless population.