Prevalence of Migraine in General Spanish Population; Factors Related and Use of Health Resources
Abstract
:1. Introduction
2. Materials and Methods
3. Results
3.1. Characteristics of the Sample and Prevalence of Migraine
3.2. Sociodemographic and Clinical Factors Related to Migraine
3.3. Health Resources Factors Related to Migraine
3.4. Factors Related to the Presence of Diagnosed and Undiagnosed Migraine. Multinomial Logistic Regression Model
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Ashina, M.; Katsarava, Z.; Do, T.P.; Buse, D.C.; Pozo-Rosich, P.; Özge, A.; Krymchantowski, A.V.; Lebedeva, E.R.; Ravishankar, K.; Yu, S.; et al. Migraine: Epidemiology and Systems of Care. Lancet 2021, 397, 1485–1495. [Google Scholar] [CrossRef]
- Yeh, W.Z.; Blizzard, L.; Taylor, B.V. What Is the Actual Prevalence of Migraine? Brain Behav. 2018, 8, e00950. [Google Scholar] [CrossRef]
- Woldeamanuel, Y.W.; Cowan, R.P. Migraine Affects 1 in 10 People Worldwide Featuring Recent Rise: A Systematic Review and Meta-Analysis of Community-Based Studies Involving 6 Million Participants. J. Neurol. Sci. 2017, 372, 307–315. [Google Scholar] [CrossRef]
- Lipton, R.; Stewart, W.; Diamond, S.; Diamond, M.; Reed, M. Prevalence and Burden of Migraine in the United States: Data from the American Migraine Study II. Headache 2001, 41, 646–657. [Google Scholar] [CrossRef] [PubMed]
- Lipton, R.; Munjal, S.; Alam, A.; Buse, D.; Fanning, K.; Reed, M.; Schwedt, T.; Dodick, D. Migraine in America Symptoms and Treatment (MAST) Study: Baseline Study Methods, Treatment Patterns, and Gender Differences. Headache 2018, 58, 1408–1426. [Google Scholar] [CrossRef]
- Peng, K.; Wang, S. Epidemiology of Headache Disorders in the Asia-Pacific Region. Headache 2014, 54, 610–618. [Google Scholar] [CrossRef]
- Navarro-Pérez, M.P.; Marín-Gracia, M.; Bellosta-Diago, E.; Santos-Lasaosa, S. Epidemiology of Migraine in Spain and Latin America. Rev. De Neurol. 2020, 71, 110–118. [Google Scholar] [CrossRef]
- Roy, R.; Sánchez-Rodríguez, E.; Galán, S.; Racine, M.; Castarlenas, E.; Jensen, M.P.; Miró, J. Factors Associated with Migraine in the General Population of Spain: Results from the European Health Survey 2014. Pain Med. 2019, 20, 555–563. [Google Scholar] [CrossRef]
- Fernández-de-las-Peñas, C.; Palacios-Ceña, D.; Salom-Moreno, J.; López-de-Andres, A.; Hernández-Barrera, V.; Jiménez-Trujillo, I.; Jiménez-García, R.; Gallardo-Pino, C.; García-Gómez-de-las-Heras, M.S.; Carrasco-Garrido, P. Has the Prevalence of Migraine Changed over the Last Decade (2003–2012)? A Spanish Population-Based Survey. PLoS ONE 2014, 9, e110530. [Google Scholar] [CrossRef] [PubMed]
- Linde, M.; Stovner, L.J.; Zwart, J.A.; Hagen, K. Time Trends in the Prevalence of Headache Disorders. the Nord-Trøndelag Health Studies (HUNT 2 and HUNT 3). Cephalalgia 2011, 31, 585–596. [Google Scholar] [CrossRef] [PubMed]
- Rafique, N.; Al-Asoom, L.I.; Latif, R.; Alsunni, A.A.; Salem, A.M.; Alkhalifa, Z.H.; Almaharfi, R.M.; Alramadan, R.S.; Aldajani, Z.F.; Alghadeer, F.A.T.; et al. Prevalence of Migraine and Its Relationship with Psychological Stress and Sleep Quality in Female University Students in Saudi Arabia. J. Pain Res. 2020, 13, 2423–2430. [Google Scholar] [CrossRef]
- Lipton, R.B.; Buse, D.C.; Adams, A.M.; Varon, S.F.; Fanning, K.M.; Reed, M.L. Family Impact of Migraine: Development of the Impact of Migraine on Partners and Adolescent Children (IMPAC) Scale. Headache 2017, 57, 570–585. [Google Scholar] [CrossRef][Green Version]
- Dresler, T.; Caratozzolo, S.; Guldolf, K.; Huhn, J.I.; Loiacono, C.; Niiberg-Pikksööt, T.; Puma, M.; Sforza, G.; Tobia, A.; Ornello, R.; et al. Understanding the Nature of Psychiatric Comorbidity in Migraine: A Systematic Review Focused on Interactions and Treatment Implications. J. Headache Pain 2019, 20, 1–17. [Google Scholar] [CrossRef][Green Version]
- Goulart, A.C.; Santos, I.S.; Brunoni, A.R.; Nunes, M.A.; Passos, V.M.; Griep, R.H.; Lotufo, P.A.; Benseñor, I.M. Migraine Headaches and Mood/Anxiety Disorders in the ELSA Brazil. Headache 2014, 54, 1310–1319. [Google Scholar] [CrossRef] [PubMed]
- Zwart, J.A.; Dyb, G.; Hagen, K.; Ødegård, K.J.; Dahl, A.A.; Bovim, G.; Stovner, L.J. Depression and Anxiety Disorders Associated with Headache Frequency. The Nord-Trøndelag Health Study. Eur. J. Neurol. 2003, 10, 147–152. [Google Scholar] [CrossRef]
- Oedegaard, K.J.; Neckelmann, D.; Mykletun, A.; Dahl, A.A.; Zwart, J.A.; Hagen, K.; Fasmer, O.B. Migraine with and without Aura: Association with Depression and Anxiety Disorder in a Population-Based Study. The HUNT Study. Cephalalgia 2006, 26, 1–6. [Google Scholar] [CrossRef] [PubMed]
- Minen, M.T.; de Dhaem, O.B.; van Diest, A.K.; Powers, S.; Schwedt, T.J.; Lipton, R.; Silbersweig, D. Migraine and Its Psychiatric Comorbidities. J. Neurol. Neurosurg. Psychiatry 2016, 87, 741–749. [Google Scholar] [CrossRef]
- Lafata, J.E.; Moon, C.; Leotta, C.; Kolodner, K.; Poisson, L.; Lipton, R.B. The Medical Care Utilization and Costs Associated with Migraine Headache. J. Gen. Intern. Med. 2004, 19, 1005–1012. [Google Scholar] [CrossRef][Green Version]
- Hjalte, F.; Olofsson, S.; Persson, U.; Linde, M. Burden and Costs of Migraine in a Swedish Defined Patient Population—A Questionnaire-Based Study. J. Headache Pain 2019, 20, 65. [Google Scholar] [CrossRef] [PubMed]
- Badia, X.; Magaz, S.; Gutiérrez, L.; Galván, J. The Burden of Migraine in Spain: Beyond Direct Costs. Pharmacoeconomics 2004, 22, 591–603. [Google Scholar] [CrossRef]
- Darbà, J.; Marsà, A. Analysis of the Management and Costs of Headache Disorders in Spain during the Period 2011-2016: A Retrospective Multicentre Observational Study. BMJ Open 2020, 10, e034926. [Google Scholar] [CrossRef][Green Version]
- Spanish National Statistics Institute. Official Website of the Spanish National Statistics Institute. Available online: http://www.ine.es/ (accessed on 7 June 2021).
- Bellón, J.; Delgado, A.; Luna, J.; Lardelli, P. Validez y Fiabilidad Del Cuestionario de Apoyo Social Funcional Duke-UNC-11. Atención Primaria 1996, 18, 153–163. [Google Scholar]
- Gelaye, B.; Tadesse, M.G.; Lohsoonthorn, V.; Lertmeharit, S.; Pensuksan, W.C.; Sanchez, S.E.; Lemma, S.; Berhane, Y.; Vélez, J.C.; Barbosa, C.; et al. Psychometric Properties and Factor Structure of the General Health Questionnaire as a Screening Tool for Anxiety and Depressive Symptoms in a Multi-National Study of Young Adults. J. Affect. Disord. 2015, 187, 197–202. [Google Scholar] [CrossRef][Green Version]
- Korolainen, M.A.; Kurki, S.; Lassenius, M.I.; Toppila, I.; Costa-Scharplatz, M.; Purmonen, T.; Nissilä, M. Burden of Migraine in Finland: Health Care Resource Use, Sick-Leaves and Comorbidities in Occupational Health Care. J. Headache Pain 2019, 20, 13. [Google Scholar] [CrossRef] [PubMed][Green Version]
- Fernandez-de-Las-Penas, C.; Hernandez-Barrera, V.; Carrasco-Garrido, P.; Alonso-Blanco, C.; Palacios-Cena, D.; Jimenez-Sanchez, S.; Jimenez-Garcia, R. Population-Based Study of Migraine in Spanish Adults: Relation to Socio-Demographic Factors, Lifestyle and Co-Morbidity with Other Conditions. J. Headache Pain 2010, 11, 97–104. [Google Scholar] [CrossRef][Green Version]
- Todd, C.; Lagman-Bartolome, A.M.; Lay, C. Women and Migraine: The Role of Hormones. Curr. Neurol. Neurosci. Rep. 2018, 18, 42. [Google Scholar] [CrossRef] [PubMed]
- Wang, X.-P.; Liu, J.-M.; Zhao, Y.-B. Migraine: Sex-Influenced Trait Model? Med. Hypotheses 2008, 71, 14–21. [Google Scholar] [CrossRef] [PubMed]
- Ashina, M.; Terwindt, G.M.; Al-Karagholi, M.A.-M.; de Boer, I.; Lee, M.J.; Hay, D.L.; Schulte, L.H.; Hadjikhani, N.; Sinclair, A.J.; Ashina, H.; et al. Migraine: Disease Characterisation, Biomarkers, and Precision Medicine. Lancet 2021, 397, 1496–1504. [Google Scholar] [CrossRef]
- Bergman-Bock, S. Associations Between Migraine and the Most Common Psychiatric Co-Morbidities. Headache 2018, 58, 346–353. [Google Scholar] [CrossRef]
- Zhang, Q.; Shao, A.; Jiang, Z.; Tsai, H.; Liu, W. The Exploration of Mechanisms of Comorbidity between Migraine and Depression. J. Cell. Mol. Med. 2019, 23, 4505–4513. [Google Scholar] [CrossRef]
- Karimi, L.; Wijeratne, T.; Crewther, S.G.; Evans, A.E.; Ebaid, D.; Khalil, H. The Migraine-Anxiety Comorbidity Among Migraineurs: A Systematic Review. Front. Neurol. 2021, 11, 613372. [Google Scholar] [CrossRef] [PubMed]
- Santos, I.S.; Griep, R.H.; Alves, M.G.M.; Goulart, A.C.; Lotufo, P.A.; Barreto, S.M.; Chor, D.; Benseñor, I.M. Job Stress Is Associated with Migraine in Current Workers: The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). Eur. J. Pain 2014, 18, 1290–1297. [Google Scholar] [CrossRef][Green Version]
- Martelletti, P.; Schwedt, T.J.; Lanteri-Minet, M.; Quintana, R.; Carboni, V.; Diener, H.C.; Ruiz De La Torre, E.; Craven, A.; Rasmussen, A.V.; Evans, S.; et al. My Migraine Voice Survey: A Global Study of Disease Burden among Individuals with Migraine for Whom Preventive Treatments Have Failed. J. Headache Pain 2018, 19, 115. [Google Scholar] [CrossRef] [PubMed][Green Version]
- Dueñas, M.; Ojeda, B.; Salazar, A.; Fernández-Palacín, F.; Mico, J.; Torres, L.; Failde, I. Use and Satisfaction with the Healthcare System of the Chronic Pain Patients in Spain. Result from a Nationwide Study. Curr. Med Res. Opinion. 2016, 32, 1813–1820. [Google Scholar] [CrossRef]
- Salazar, A.; Dueñas, M.; Ojeda, B.; Failde, I. Association of Painful Musculoskeletal Conditions and Migraine Headache with Mental and Sleep Disorders among Adults with Disabilities, Spain, 2007-2008. Prev. Chronic Dis. 2014, 11, E30. [Google Scholar] [CrossRef][Green Version]
- Pérez, C.; Navarro, A.; Saldaña, M.T.; Wilson, K.; Rejas, J. Modeling the Predictive Value of Pain Intensity on Costs and Resources Utilization in Patients with Peripheral Neuropathic Pain. Clin. J. Pain 2015, 31, 273–279. [Google Scholar] [CrossRef]
- Sadosky, A.B.; DiBonaventura, M.; Cappelleri, J.C.; Ebata, N.; Fujii, K. The Association between Lower Back Pain and Health Status, Work Productivity, and Health Care Resource Use in Japan. J. Pain Res. 2015, 8, 119–130. [Google Scholar] [CrossRef] [PubMed][Green Version]
- Blyth, F.M.; March, L.M.; Brnabic, A.J.; Cousins, M.J. Chronic Pain and Frequent Use of Health Care. Pain 2004, 111, 51–58. [Google Scholar] [CrossRef] [PubMed]
- Keeley, P.; Creed, F.; Tomenson, B.; Todd, C.; Borglin, G.; Dickens, C. Psychosocial Predictors of Health-Related Quality of Life and Health Service Utilisation in People with Chronic Low Back Pain. Pain 2008, 135, 142–150. [Google Scholar] [CrossRef]
- Lipton, R.B.; Bigal, M.E. Ten Lessons on the Epidemiology of Migraine. Headache 2007, 47, 770–771. [Google Scholar] [CrossRef]
- Crow, R.; Gage, H.; Hampson, S.; Hart, J.; Kimber, A.; Storey, L.; Thomas, H. The Measurement of Satisfaction with Healthcare: Implications for Practice from a Systematic Review of the Literature. Health Technol. Assess. 2002, 6, 1–244. [Google Scholar] [CrossRef] [PubMed]
Variable | Category | NoM N = 20,890 n (%) | UM N = 208 n (%) | DM N = 1991 n (%) | p 1 | p 2 | p 3 | p 4 |
---|---|---|---|---|---|---|---|---|
Gender | Women | 10847 (51.9) | 150 (72.1) | 1497 (75.2) | <0.001 5 | <0.001 5 | <0.001 5 | 0.331 5 |
Age (Years) | Mean (SD) | 53.6 (19) | 49.4 (19.2) | 52.3 (17.6) | <0.001 6 | 0.001 7 | 0.001 7 | 0.008 7 |
Age (Groups) | 15–29 | 2353 (11.3) | 30 (14.4) | 188 (9.4) | <0.001 5 | 0.001 5 | <0.001 5 | 0.004 5 |
30–44 | 4874 (23.3) | 70 (33.7) | 528 (26.5) | |||||
45–59 | 5503 (26.3) | 48 (23.1) | 629 (31.6) | |||||
60–74 | 4812 (23) | 30 (14.4) | 384 (19.3) | |||||
≥75 | 3348 (16) | 30 (14.4) | 262 (13.2) | |||||
Marital status | Single | 5359 (25.7) | 67 (32.2) | 462 (23.2) | 0.001 5 | 0.150 5 | 0.001 5 | 0.029 5 |
Married | 11275 (54.1) | 97 (46.6) | 1093 (55) | |||||
Widow(er) | 2694 (12.9) | 30 (14.4) | 248 (12.5) | |||||
Separated | 505 (2.4) | 3 (1.4) | 49 (2.5) | |||||
Divorced | 1020 (4.9) | 11 (5.3) | 137 (6.9) | |||||
Laboral status | Active | 9007 (43.2) | 99(47.8) | 813 (40.9) | <0.001 5 | 0.085 5 | <0.001 5 | 0.012 5 |
Unemployed | 2185 (10.5) | 31 (15) | 271 (13.6) | |||||
Retired/early retired | 6102 (29.2) | 45 (21.7) | 461 (23.2) | |||||
Student | 1226 (5.9) | 12 (5.8) | 71 (3.6) | |||||
Unable to work | 474 (2.3) | 3 (1.4) | 105 (5.3) | |||||
Housework | 1872 (9) | 17 (8.2) | 267(13.4) | |||||
Difficulties performing daily activities | None | 13820 (66.2) | 107 (51.4) | 673 (33.8) | <0.001 5 | <0.001 5 | <0.001 5 | <0.001 5 |
A bit | 2929 (14) | 43 (20.7) | 406 (20.4) | |||||
Moderate | 2272 (10.9) | 28 (13.5) | 401 (20.1) | |||||
Quite | 1269 (6.1) | 25 (12) | 317 (15.9) | |||||
A lot | 592 (2.8) | 5 (2.4) | 194 (9.7) | |||||
Health status in the last 12 months | Very good | 4046 (19.4) | 23 (11.1) | 121 (6.1) | <0.001 5 | 0.004 5 | <0.001 5 | <0.001 5 |
Good | 10340 (49.5) | 99 (47.6) | 706 (35.5) | |||||
Moderate | 4738 (22.7) | 66 (31.7) | 727 (36.5) | |||||
Bad | 1393 (6.7) | 16 (7.7) | 315 (15.8) | |||||
Very bad | 373 (1.8) | 4 (1.9) | 122 (6.1) | |||||
Level of pain in the last 4 weeks | None | 11414 (54.7) | 61 (29.3) | 475 (23.9) | <0.001 5 | <0.001 5 | <0.001 5 | 0.037 5 |
Very mild | 1803 (8.6) | 16 (7.7) | 107 (5.4) | |||||
Mild | 2948 (14.1) | 47 (22.6) | 375 (18.8) | |||||
Moderate | 3086 (14.8) | 50 (24) | 543 (27.3) | |||||
Severe | 1358 (6.5) | 29 (13.9) | 403 (20.2) | |||||
Extreme | 272 (1.3) | 5 (2.4) | 88 (4.4) | |||||
Social support (DSSI) | Mean (SD) | 48 (7.2) | 45.9 (7.8) | 46.4 (7.8) | <0.001 6 | <0.001 7 | <0.001 7 | 0.381 7 |
Work stress | Mean (SD) | 4.3 (1.7) | 4.5 (1.7) | 4.7 (1.7) | <0.001 6 | 0.278 7 | <0.001 7 | 0.154 7 |
Satisfying job | Mean (SD) | 5.5 (1.4) | 5.1 (1.6) | 5.3 (1.6) | <0.001 6 | 0.004 7 | 0.001 7 | 0.149 7 |
Mental health (GHQ12) | Mean (SD) | 1.3 (2.6) | 2.6 (3.1) | 3 (3.7) | <0.001 6 | <0.001 7 | <0.001 7 | 0.857 7 |
Variable | Category | NoM N = 20,890 n (%) | UM N = 208 n (%) | DM N = 1991 n (%) | p 1 | p 2 | p 3 | p 4 |
---|---|---|---|---|---|---|---|---|
Visit to healthcare professionals | Yes | 6649 (31.8) | 78 (37.5) | 952 (47.8) | <0.001 5 | 0.081 5 | <0.001 5 | 0.005 5 |
Nº visits to a family or general practitioner in the last 4 weeks | None | 10935 (63.9) | 108 (64.7) | 913 (50.6) | <0.001 5 | 0.004 5 | <0.001 5 | 0.001 5 |
1 | 5099 (29.8) | 39 (23.4) | 676 (37.5) | |||||
2 or more | 1066 (6.2) | 20 (12) | 215 (11.9) | |||||
Nº visits to a specialist in the last 4 weeks | None | 9353(77.1) | 95(69.9) | 961 (68.7) | <0.001 5 | 0.047 5 | <0.001 5 | 0.576 5 |
1 | 2196 (18.1) | 29 (21.3) | 340(24.3) | |||||
2 or more | 585 (4.8) | 12 (8.8) | 97 (6.9) | |||||
Hospital admission in the last 12 months (excluding birth) | Yes | 1821 (8.7) | 12 (5.8) | 225 (11.3) | <0.001 5 | 0.133 5 | <0.001 5 | 0.014 5 |
Nº hospital admission in the last 12 months (excluding birth) | 1 | 1436 (79) | 9 (75) | 156 (69.3) | 0.002 5 | 0.692 6 | <0.001 5 | 0.672 6 |
2 or more | 365 (20.1) | 3 (25) | 69 (30.7) | |||||
Waiting list for the last admission | Yes | 469 (26.1) | 5 (41.7) | 69 (30.9) | 0.157 5 | 0.246 6 | 0.126 5 | 0.446 6 |
Use of emergency services in the last 12 months | Yes | 5932 (28.4) | 71 (34.1) | 898 (45.1) | <0.001 5 | 0.068 5 | <0.001 5 | 0.002 5 |
Supplementary tests | Yes | 16668 (79.8) | 170 (81.7) | 1729 (86.8) | <0.001 5 | 0.488 5 | <0.001 5 | 0.041 5 |
Migraine | Variable | p-Value | OR (95%CI) |
---|---|---|---|
UM | Age (Years) | 0.001 | 0.98 (0.96–0.99) |
Gender (Women vs. Men 1) | <0.001 | 2.81 (1.80–4.37) | |
Mental health (GHQ12) | <0.001 | 1.20 (1.12–1.28) | |
Work stress | 0.791 | 1.02 (0.9–1.15) | |
DM | Age (Years) | 0.176 | 1 (0.99–1) |
Gender (Women vs. Men 1) | <0.001 | 2.96 (2.52–3.48) | |
Mental health (GHQ12) | <0.001 | 1.18 (1.15–1.21) | |
Work stress | <0.001 | 1.12 (1.07–1.18) |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Salazar, A.; Berrocal, L.; Failde, I. Prevalence of Migraine in General Spanish Population; Factors Related and Use of Health Resources. Int. J. Environ. Res. Public Health 2021, 18, 11145. https://doi.org/10.3390/ijerph182111145
Salazar A, Berrocal L, Failde I. Prevalence of Migraine in General Spanish Population; Factors Related and Use of Health Resources. International Journal of Environmental Research and Public Health. 2021; 18(21):11145. https://doi.org/10.3390/ijerph182111145
Chicago/Turabian StyleSalazar, Alejandro, Laura Berrocal, and Inmaculada Failde. 2021. "Prevalence of Migraine in General Spanish Population; Factors Related and Use of Health Resources" International Journal of Environmental Research and Public Health 18, no. 21: 11145. https://doi.org/10.3390/ijerph182111145