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Hajj Sun Protection Study: AI Qualitative Analysis

Evidano7 min read

The 2026 Hajj sun protection study shows why health researchers must distinguish heat-related illness from ultraviolet radiation exposure. The study examined how pilgrims and nurses understood sunscreen, UV protection factor (UPF) clothing, umbrellas, and other protective measures. This article explains the study’s findings and shows how AI qualitative analysis can help public health, nursing, and health policy teams move from interview transcripts to practical interventions. The analysis is research-focused and non-diagnostic.

Key Takeaways

According to the PLoS ONE study on sun protection during Hajj, researchers found that pilgrims and nurses recognized sun exposure as a problem but had limited understanding of UV-specific risks and UPF-rated products.

The study identified five themes: physical and emotional effects of sun exposure, knowledge gaps, cultural influences, barriers to protection, and recommendations for improvement. AI qualitative analysis can help researchers organize these themes across participant groups while preserving quotations and contextual differences.

  • The PLoS ONE study interviewed 29 people after the 2025 Hajj season, including 16 Saudi pilgrims and 13 registered nurses.
  • Researchers conducted retrospective semi-structured interviews through Zoom between June 20 and July 11, 2025.
  • The analysis produced five major themes using Braun and Clarke’s six-phase thematic analysis approach.
  • Participants often understood sun exposure primarily as a heat risk, while UV radiation, UPF labeling, and the UV Index were less familiar concepts.
  • Participants recommended multilingual pre-Hajj education, affordable protective products, and culturally appropriate communication.

What the Hajj Sun Protection Study Found

The 2026 PLoS ONE study found that Hajj participants and nurses faced a gap between recognizing sun exposure as harmful and understanding which interventions address heat versus ultraviolet radiation.

The study team interviewed 16 Saudi pilgrims and 13 registered nurses who had participated in the 2025 Hajj season. Interviews took place remotely between June 20 and July 11, 2025, approximately one month after Hajj, so the findings represent recalled experiences rather than directly observed behavior.

The researchers identified five themes through inductive thematic analysis. Participants described exhaustion, dizziness, dehydration, and fainting as major effects of exposure, but the study reported that UV-specific effects such as sunburn and eye irritation were raised less often.

One nurse described the communication challenge directly: "The biggest challenge is language." The PLoS ONE study attributed this barrier to the linguistic diversity of pilgrims and the difficulty of delivering timely health education in crowded settings.

The study also captured a shift in social acceptance. One participant said, "In the past, you wouldn’t see many people carrying umbrellas... But now its common umbrellas are everywhere." The quotation illustrates how protective behavior can become more culturally accepted over time.

Hajj Sun Protection Study Findings Snapshot

Date or measureFindingImplication for qualitative researchers
November 11, 2026The PLoS ONE article was publishedThe study provides a current qualitative evidence base for Hajj sun-safety planning.
June 20 to July 11, 2025Interview period reported by Qaladi et al.Researchers collected retrospective accounts shortly after the 2025 Hajj season.
29 participants16 pilgrims and 13 registered nursesThe two participant groups enabled comparison between lived experience and professional observations.
5 themesPhysical and emotional effects, knowledge gaps, cultural influences, barriers, and recommendationsA structured code and theme hierarchy can make cross-group comparison easier.
26.9% of pilgrimsA prior study cited by Qaladi et al. reported that this proportion did not use umbrellas in direct sunlightBehavioral context can complement interview findings when interpreting stated attitudes and practices.

Implications for Public Health and Qualitative Research Teams

Public health teams should treat heat protection and UV protection as related but distinct communication problems, based on the 2026 PLoS ONE study.

The study reported that hydration, rest, and cooling address heat-related illness, while sunscreen and UPF-rated clothing or umbrellas address UV exposure. Health researchers should therefore code whether participants are discussing thermal discomfort, UV damage, product knowledge, or access to resources rather than placing every response under a broad sun-safety category.

The study found that nurses emphasized systemic and communication barriers, while pilgrims more often described cost, comfort, availability, and forgetting protective items. A cross-segment analysis can preserve these differences and show where intervention priorities converge or diverge.

The study’s limitations also matter for interpretation. The pilgrim sample included only Saudi nationals and represented one Hajj season, so researchers should not generalize the findings to every international pilgrim population. AI can accelerate comparison, but researchers remain responsible for judging transferability, cultural meaning, and evidentiary limits.

Ethics note: Health researchers should use qualitative findings to inform prevention and education, not to diagnose individual pilgrims or infer clinical risk from isolated interview statements.

How Evidano Helps With AI Qualitative Analysis

Problem: Interview synthesis is slow across participant groups

Evidano is an AI-powered qualitative data analysis platform that helps researchers analyze interviews, open-ended surveys, and documents.

For a study such as the Hajj research, Evidano can support thematic analysis of pilgrim and nurse transcripts, then help researchers compare themes across those segments. Researchers can review the resulting evidence through Evidano’s qualitative research features before finalizing interpretations.

Problem: Multilingual interviews can complicate comparison

The PLoS ONE study reported that most interviews were conducted in Arabic and that one nurse interview was conducted in English, with Arabic transcripts translated into English.

Evidano’s translation workflows can help teams organize multilingual qualitative data, while custom dictionaries can preserve recurring terms, health concepts, and culturally specific language. Human researchers should still verify translations and quotations before publication.

Problem: Researchers need to connect themes to source evidence

The PLoS ONE researchers used direct quotations and a collaborative coding process to support credibility and trustworthiness.

Evidano can help researchers query their documents and analyses, inspect recurring concepts, and explore code-to-subcode relationships. These capabilities support evidence tracing, but they do not replace reflexivity, member checking, investigator discussion, or methodological judgment.

Problem: Findings must become actionable interventions

The PLoS ONE study recommended pre-Hajj education, multilingual materials, accessible protective products, and culturally appropriate clothing and communication.

Evidano can help teams compare recommendations by participant segment, identify frequently repeated barriers, and visualize relationships among themes. Researchers can use those outputs to prioritize questions for follow-up studies or intervention design.

FAQ: Hajj Sun Protection Study and AI Qualitative Analysis

What was the main finding of the Hajj sun protection study?

The main finding was that pilgrims and nurses recognized sun exposure as harmful but had limited knowledge of UV-specific risks and UPF-rated products.

According to the 2026 PLoS ONE study, cultural beliefs, communication barriers, product access, cost, comfort, and insufficient education affected sun-protection practices.

How many people participated in the Hajj qualitative study?

The study included 29 participants: 16 Saudi pilgrims and 13 registered nurses.

According to Qaladi and colleagues, interviews were conducted between June 20 and July 11, 2025, after the 2025 Hajj season.

What qualitative analysis method did the researchers use?

The researchers used inductive thematic analysis based on Braun and Clarke’s six-phase approach.

The PLoS ONE study reported that three researchers independently coded an initial 20% sample, developed a shared codebook, and resolved coding differences through team discussion.

How can AI support qualitative health research?

AI can support qualitative health research by accelerating transcript organization, thematic coding, cross-segment comparison, document search, and evidence retrieval.

AI tools should support rather than replace researcher judgment, especially when studies involve translation, sensitive health data, cultural interpretation, and claims about transferability.

What is the difference between heat protection and UV protection?

Heat protection focuses on hydration, rest, cooling, and shade, while UV protection focuses on reducing ultraviolet exposure through sunscreen, UPF-rated clothing, and suitable umbrellas.

The 2026 PLoS ONE study found that participants often treated sun exposure mainly as a heat problem, which created a communication gap around UV-specific harm.

Conclusion and Next Steps for Hajj Sun Protection Research

The 2026 Hajj sun protection study demonstrates how qualitative interviews can reveal the cultural, practical, and communication factors behind preventive health behavior.

The study’s 29 interviews and five themes provide a focused evidence base, while its single-season Saudi pilgrim sample shows why researchers must assess context and transferability carefully.

AI qualitative analysis can help public health and nursing teams process interview data faster, compare participant segments, and connect recommendations to source evidence without removing human oversight.

Researchers who want to turn interviews, surveys, and health documents into structured qualitative insights can Try Evidano for free.

Topics

  • Hajj sun protection study
  • AI qualitative analysis
  • qualitative health research
  • thematic analysis of interviews
  • UV protection research

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