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Article

The Impact of Economic Distress on Primary Headache Visits Under the Strain of the COVID-19 Pandemic: A Retrospective Study

by
Merih Can Yilmaz
1,*,
Ozgur Ozaydin
2 and
Keramettin Aydin
1
1
Department of Neurosurgery, VM Medical Park Hospital, 55200 Samsun, Turkey
2
Department of Economics, Ondokuz Mayis University, 55270 Samsun, Turkey
*
Author to whom correspondence should be addressed.
J. Clin. Med. 2026, 15(11), 4181; https://doi.org/10.3390/jcm15114181
Submission received: 1 May 2026 / Revised: 25 May 2026 / Accepted: 27 May 2026 / Published: 28 May 2026

Abstract

Background and Objectives: Macroeconomic instability, particularly income loss, inflation and unemployment, is increasingly recognized as a psychosocial stressor that may influence both symptom burden and healthcare-seeking behavior. This single-center study investigated the association of income, inflation and unemployment with private-sector hospital visits for primary headache disorders and assessed whether economic stressors were associated with different patterns across demographic groups. Materials and Methods: We conducted a single-center, retrospective, ecological quarterly time-series analysis of hospital visits for primary headache disorders between 2016 and 2024 in a private tertiary care hospital in Turkey. After exclusions, 18,522 eligible hospital-visit records were included and categorized by sex and age (<18, 18–64, and ≥65 years). National data on real gross domestic product (GDP), consumer price index (CPI), unemployment and a COVID-19 period indicator were used. Counts were modeled with log-linked Poisson or negative binomial generalized linear models selected through overdispersion diagnostics, with seasonal controls and HAC-robust inference. Results: In most groups, higher GDP was associated with more primary headache visits, whereas higher inflation was consistently associated with fewer visits. The association with unemployment was heterogeneous: visits decreased significantly among the working-age population but increased among older adults. Contemporaneous models outperformed one-quarter lagged alternatives, suggesting that private-sector healthcare seeking may change within the same quarter as macroeconomic shocks. Conclusions: In this private hospital setting, macroeconomic deterioration was associated with reduced primary headache visits, particularly among working-age patients. These findings suggest that financial constraints may suppress private-sector healthcare utilization despite possible increases in stress-related symptoms, and that private hospital data may underestimate headache-related healthcare need during economic crises.
Keywords: socioeconomic factors; inflation; unemployment; financial toxicity; primary headache socioeconomic factors; inflation; unemployment; financial toxicity; primary headache

Share and Cite

MDPI and ACS Style

Yilmaz, M.C.; Ozaydin, O.; Aydin, K. The Impact of Economic Distress on Primary Headache Visits Under the Strain of the COVID-19 Pandemic: A Retrospective Study. J. Clin. Med. 2026, 15, 4181. https://doi.org/10.3390/jcm15114181

AMA Style

Yilmaz MC, Ozaydin O, Aydin K. The Impact of Economic Distress on Primary Headache Visits Under the Strain of the COVID-19 Pandemic: A Retrospective Study. Journal of Clinical Medicine. 2026; 15(11):4181. https://doi.org/10.3390/jcm15114181

Chicago/Turabian Style

Yilmaz, Merih Can, Ozgur Ozaydin, and Keramettin Aydin. 2026. "The Impact of Economic Distress on Primary Headache Visits Under the Strain of the COVID-19 Pandemic: A Retrospective Study" Journal of Clinical Medicine 15, no. 11: 4181. https://doi.org/10.3390/jcm15114181

APA Style

Yilmaz, M. C., Ozaydin, O., & Aydin, K. (2026). The Impact of Economic Distress on Primary Headache Visits Under the Strain of the COVID-19 Pandemic: A Retrospective Study. Journal of Clinical Medicine, 15(11), 4181. https://doi.org/10.3390/jcm15114181

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