Skip to main content
Top
Published in: The Journal of Headache and Pain 1/2023

Open Access 01-12-2023 | Obesity | Research

Headache impact and socioeconomic status: findings from a study of the German Migraine and Headache Society (DMKG)

Authors: Britta Müller, Charly Gaul, Olaf Reis, Tim P. Jürgens, Peter Kropp, Ruth Ruscheweyh, Andreas Straube, Elmar Brähler, Stefanie Förderreuther, Jennifer Schroth, Thomas Dresler

Published in: The Journal of Headache and Pain | Issue 1/2023

Login to get access

Abstract

Backgound

Headache disorders are not only among the most prevalent, they are also among the most disabling disorders worldwide. This paper investigates the association between headache impact on daily life and the socioeconomic status (SES) of headache sufferers.

Methods

Data stem from a random general population sample in Germany. Respondents who reported having headache for at least a year and were aged ≥ 18 years were included in the study. A standardized questionnaire addressing headache and headache treatment was filled in during the face-to-face survey. The impact of headache on daily life was measured using the German version of the Headache Impact Test (HIT-6).

Results

Higher headache impact was found in low and medium SES compared to high SES. After adjustment for sociodemographics, headache-related factors (analgesic use, headache duration, headache frequency, migraine diagnosis), depressive symptoms, physical inactivity and obesity, an increased odds ratio of having higher headache impact in low SES compared to high SES was found: OR = 1.83, 95% CI [1.43, 2.23], p = .014. When the interactions "SES*obesity", "SES*depressive symptoms", and "SES*physical inactivity" were added, the results showed a significant interaction effect of “SES*obesity”. Obese persons with low SES were 3.64 times more likely to have higher headache impact than non-obese persons with low SES. No significant differences between obese and non-obese persons were found in the medium and high SES groups.

Conclusions

SES is an important factor that should not be neglected in headache awareness campaigns and headache treatment. Longitudinal studies are needed in the future to investigate whether lifestyle interventions, such as weight reduction, can help to reduce headache impact in people in lower SES.
Appendix
Available only for authorised users
Literature
1.
go back to reference Lago S, Cantarero D, Rivera B, Pascual M, Blázquez-Fernández C, Casal B et al (2018) Socioeconomic status, health inequalities and non-communicable diseases: a systematic review. J Public Health 26(1):1–14PubMedCrossRef Lago S, Cantarero D, Rivera B, Pascual M, Blázquez-Fernández C, Casal B et al (2018) Socioeconomic status, health inequalities and non-communicable diseases: a systematic review. J Public Health 26(1):1–14PubMedCrossRef
2.
go back to reference Kivimäki M, Batty GD, Pentti J, Shipley MJ, Sipilä PN, Nyberg ST et al (2020) Association between socioeconomic status and the development of mental and physical health conditions in adulthood: a multi-cohort study. The Lancet Public Health 5(3):e140–e149PubMedCrossRef Kivimäki M, Batty GD, Pentti J, Shipley MJ, Sipilä PN, Nyberg ST et al (2020) Association between socioeconomic status and the development of mental and physical health conditions in adulthood: a multi-cohort study. The Lancet Public Health 5(3):e140–e149PubMedCrossRef
3.
go back to reference Dugravot A, Fayosse A, Dumurgier J, Bouillon K, Rayana TB, Schnitzler A et al (2020) Social inequalities in multimorbidity, frailty, disability, and transitions to mortality: a 24-year follow-up of the Whitehall II cohort study. Lancet Public Health 5(1):e42–e50PubMedCrossRef Dugravot A, Fayosse A, Dumurgier J, Bouillon K, Rayana TB, Schnitzler A et al (2020) Social inequalities in multimorbidity, frailty, disability, and transitions to mortality: a 24-year follow-up of the Whitehall II cohort study. Lancet Public Health 5(1):e42–e50PubMedCrossRef
4.
go back to reference Pathirana TI, Jackson CA (2018) Socioeconomic status and multimorbidity: a systematic review and meta-analysis. Aust N Z J Public Health 42(2):186–194PubMedCrossRef Pathirana TI, Jackson CA (2018) Socioeconomic status and multimorbidity: a systematic review and meta-analysis. Aust N Z J Public Health 42(2):186–194PubMedCrossRef
5.
go back to reference Buse DC, Manack AN, Serrano D, Reed M, Varon S, Turkel C et al (2012) Headache impact of chronic and episodic migraine: results from the American Migraine Prevalence and Prevention study. Headache 52(1):3–17PubMedCrossRef Buse DC, Manack AN, Serrano D, Reed M, Varon S, Turkel C et al (2012) Headache impact of chronic and episodic migraine: results from the American Migraine Prevalence and Prevention study. Headache 52(1):3–17PubMedCrossRef
6.
go back to reference Woldeamanuel YW, Cowan RP (2017) 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 372:307–315PubMedCrossRef Woldeamanuel YW, Cowan RP (2017) 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 372:307–315PubMedCrossRef
7.
go back to reference Burch R (2019) Migraine and tension-type headache: diagnosis and treatment. Medical Clinics 103(2):215–233PubMed Burch R (2019) Migraine and tension-type headache: diagnosis and treatment. Medical Clinics 103(2):215–233PubMed
8.
go back to reference Leonardi M, Grazzi L, D’Amico D, Martelletti P, Guastafierro E, Toppo C et al (2021) Global burden of headache disorders in children and adolescents 2007–2017. Int J Environ Res Public Health 18(1):250CrossRef Leonardi M, Grazzi L, D’Amico D, Martelletti P, Guastafierro E, Toppo C et al (2021) Global burden of headache disorders in children and adolescents 2007–2017. Int J Environ Res Public Health 18(1):250CrossRef
9.
go back to reference Steiner TJ, Stovner LJ, Jensen R, Uluduz D, Katsarava Z (2020) Migraine remains second among the world’s causes of disability, and first among young women: findings from GBD2019. J Headache Pain 21(1):1-4 Steiner TJ, Stovner LJ, Jensen R, Uluduz D, Katsarava Z (2020) Migraine remains second among the world’s causes of disability, and first among young women: findings from GBD2019. J Headache Pain 21(1):1-4
10.
go back to reference Steiner TJ, Stovner LJ, Katsarava Z, Lainez JM, Lampl C, Lantéri-Minet M et al (2014) The impact of headache in Europe: principal results of the Eurolight project. J Headache Pain 15(1):1–11CrossRef Steiner TJ, Stovner LJ, Katsarava Z, Lainez JM, Lampl C, Lantéri-Minet M et al (2014) The impact of headache in Europe: principal results of the Eurolight project. J Headache Pain 15(1):1–11CrossRef
11.
go back to reference Malmberg-Ceder K, Vuorio T, Korhonen PE, Kautiainen H, Soinila S, Haanpää M (2020) The impact of self-reported recurrent headache on absenteeism and Presenteeism at work among Finnish municipal female employees. J Pain Res 13:2135PubMedPubMedCentralCrossRef Malmberg-Ceder K, Vuorio T, Korhonen PE, Kautiainen H, Soinila S, Haanpää M (2020) The impact of self-reported recurrent headache on absenteeism and Presenteeism at work among Finnish municipal female employees. J Pain Res 13:2135PubMedPubMedCentralCrossRef
12.
go back to reference Vo P, Paris N, Bilitou A, Valena T, Fang J, Naujoks C et al (2018) Burden of migraine in Europe using self-reported digital diary data from the migraine buddy© application. Neurol Therapy 7(2):321–332CrossRef Vo P, Paris N, Bilitou A, Valena T, Fang J, Naujoks C et al (2018) Burden of migraine in Europe using self-reported digital diary data from the migraine buddy© application. Neurol Therapy 7(2):321–332CrossRef
13.
go back to reference Goadsby PJ, Constantin L, Ebel-Bitoun C, IgrackiTurudic I, Hitier S, Amand-Bourdon C et al (2021) Multinational descriptive analysis of the real-world burden of headache using the Migraine Buddy application. Eur J Neurol 28(12):4184–4193PubMedPubMedCentralCrossRef Goadsby PJ, Constantin L, Ebel-Bitoun C, IgrackiTurudic I, Hitier S, Amand-Bourdon C et al (2021) Multinational descriptive analysis of the real-world burden of headache using the Migraine Buddy application. Eur J Neurol 28(12):4184–4193PubMedPubMedCentralCrossRef
14.
go back to reference Neumeier MS, Pohl H, Sandor PS, Gut H, Merki-Feld GS, Andrée C (2021) Dealing with headache: sex differences in the burden of migraine-and tension-type headache. Brain Sci 11(10):1323PubMedPubMedCentralCrossRef Neumeier MS, Pohl H, Sandor PS, Gut H, Merki-Feld GS, Andrée C (2021) Dealing with headache: sex differences in the burden of migraine-and tension-type headache. Brain Sci 11(10):1323PubMedPubMedCentralCrossRef
15.
go back to reference Lipton RB, Bigal M, Kolodner K, Stewart W, Liberman J, Steiner T (2003) The family impact of migraine: Population-based studies in the USA and UK. Cephalalgia 23(6):429–440PubMedCrossRef Lipton RB, Bigal M, Kolodner K, Stewart W, Liberman J, Steiner T (2003) The family impact of migraine: Population-based studies in the USA and UK. Cephalalgia 23(6):429–440PubMedCrossRef
16.
go back to reference Diener H-C, Holle-Lee D, Nägel S, Dresler T, Gaul C, Göbel H et al (2019) Treatment of migraine attacks and prevention of migraine: guidelines by the German migraine and headache society and the german society of neurology. Clin Transl Neurosci 3(1):2514183X18823377 Diener H-C, Holle-Lee D, Nägel S, Dresler T, Gaul C, Göbel H et al (2019) Treatment of migraine attacks and prevention of migraine: guidelines by the German migraine and headache society and the german society of neurology. Clin Transl Neurosci 3(1):2514183X18823377
17.
go back to reference Diener H-C, Antonaci F, Braschinsky M, Evers S, Jensen R, Lainez M et al (2020) European Academy of Neurology guideline on the management of medication-overuse headache. Eur J Neurol 27(7):1102–1116PubMedCrossRef Diener H-C, Antonaci F, Braschinsky M, Evers S, Jensen R, Lainez M et al (2020) European Academy of Neurology guideline on the management of medication-overuse headache. Eur J Neurol 27(7):1102–1116PubMedCrossRef
18.
go back to reference Deuschl G, Beghi E, Fazekas F, Varga T, Christoforidi KA, Sipido E et al (2020) The burden of neurological diseases in Europe: an analysis for the Global Burden of Disease Study 2017. Lancet Public Health 5(10):e551–e567PubMedCrossRef Deuschl G, Beghi E, Fazekas F, Varga T, Christoforidi KA, Sipido E et al (2020) The burden of neurological diseases in Europe: an analysis for the Global Burden of Disease Study 2017. Lancet Public Health 5(10):e551–e567PubMedCrossRef
19.
go back to reference Elkeles T, Mielck A (1997) Developing a model to explain health inequalities. The Health Service 59(3):137-143 Elkeles T, Mielck A (1997) Developing a model to explain health inequalities. The Health Service 59(3):137-143
20.
go back to reference Stovner LJ, Nichols E, Steiner TJ, Abd-Allah F, Abdelalim A, Al-Raddadi RM et al (2018) Global, regional, and national burden of migraine and tension-type headache, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Neurol 17(11):954–976CrossRef Stovner LJ, Nichols E, Steiner TJ, Abd-Allah F, Abdelalim A, Al-Raddadi RM et al (2018) Global, regional, and national burden of migraine and tension-type headache, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Neurol 17(11):954–976CrossRef
21.
go back to reference Dresler T, Caratozzolo S, Guldolf K, Huhn J-I, Loiacono C, Niiberg-Pikksööt T et al (2019) Understanding the nature of psychiatric comorbidity in migraine: a systematic review focused on interactions and treatment implications. J Headache Pain 20(1):1–17CrossRef Dresler T, Caratozzolo S, Guldolf K, Huhn J-I, Loiacono C, Niiberg-Pikksööt T et al (2019) Understanding the nature of psychiatric comorbidity in migraine: a systematic review focused on interactions and treatment implications. J Headache Pain 20(1):1–17CrossRef
22.
go back to reference Caponnetto V, Deodato M, Robotti M, Koutsokera M, Pozzilli V, Galati C et al (2021) Comorbidities of primary headache disorders: a literature review with meta-analysis. J Headache Pain 22(1):1–18PubMedPubMedCentralCrossRef Caponnetto V, Deodato M, Robotti M, Koutsokera M, Pozzilli V, Galati C et al (2021) Comorbidities of primary headache disorders: a literature review with meta-analysis. J Headache Pain 22(1):1–18PubMedPubMedCentralCrossRef
23.
go back to reference Bigal ME, Lipton RB, Holland PR, Goadsby PJ (2007) Obesity, migraine, and chronic migraine: possible mechanisms of interaction. Neurology 68(21):1851–1861PubMedCrossRef Bigal ME, Lipton RB, Holland PR, Goadsby PJ (2007) Obesity, migraine, and chronic migraine: possible mechanisms of interaction. Neurology 68(21):1851–1861PubMedCrossRef
24.
go back to reference Scher AI, Midgette LA, Lipton RB (2008) Risk factors for headache chronification. Headache 48(1):16–25PubMedCrossRef Scher AI, Midgette LA, Lipton RB (2008) Risk factors for headache chronification. Headache 48(1):16–25PubMedCrossRef
25.
go back to reference Ruscheweyh R, Müller M, Blum B, Straube A (2014) Correlation of headache frequency and psychosocial impairment in migraine: a cross-sectional study. Headache 54(5):861–71PubMedCrossRef Ruscheweyh R, Müller M, Blum B, Straube A (2014) Correlation of headache frequency and psychosocial impairment in migraine: a cross-sectional study. Headache 54(5):861–71PubMedCrossRef
26.
go back to reference Rosignoli C, Ornello R, Onofri A, Caponnetto V, Grazzi L, Raggi A et al (2022) Applying a biopsychosocial model to migraine: rationale and clinical implications. J Headache Pain 23(1):100PubMedPubMedCentralCrossRef Rosignoli C, Ornello R, Onofri A, Caponnetto V, Grazzi L, Raggi A et al (2022) Applying a biopsychosocial model to migraine: rationale and clinical implications. J Headache Pain 23(1):100PubMedPubMedCentralCrossRef
27.
go back to reference Yang M, Rendas-Baum R, Varon SF, Kosinski M (2011) Validation of the Headache Impact Test (HIT-6™) across episodic and chronic migraine. Cephalalgia 31(3):357–367PubMedPubMedCentralCrossRef Yang M, Rendas-Baum R, Varon SF, Kosinski M (2011) Validation of the Headache Impact Test (HIT-6™) across episodic and chronic migraine. Cephalalgia 31(3):357–367PubMedPubMedCentralCrossRef
28.
go back to reference Di Vincenzo A, Beghetto M, Vettor R, Tana C, Rossato M, Bond DS et al (2020) Effects of surgical and non-surgical weight loss on migraine headache: a systematic review and meta-analysis. Obes Surg 30(6):2173–2185PubMedCrossRef Di Vincenzo A, Beghetto M, Vettor R, Tana C, Rossato M, Bond DS et al (2020) Effects of surgical and non-surgical weight loss on migraine headache: a systematic review and meta-analysis. Obes Surg 30(6):2173–2185PubMedCrossRef
29.
go back to reference Cerami C, Crespi C, Bottiroli S, Santi GC, Sances G, Allena M et al (2021) High perceived isolation and reduced social support affect headache impact levels in migraine after the Covid-19 outbreak: a cross sectional survey on chronic and episodic patients. Cephalalgia 41(14):1437–1446PubMedPubMedCentralCrossRef Cerami C, Crespi C, Bottiroli S, Santi GC, Sances G, Allena M et al (2021) High perceived isolation and reduced social support affect headache impact levels in migraine after the Covid-19 outbreak: a cross sectional survey on chronic and episodic patients. Cephalalgia 41(14):1437–1446PubMedPubMedCentralCrossRef
30.
go back to reference Hapke U, Maske U, Scheidt-Nave C, Bode L, Schlack R, Busch M (2013) Chronic stress among adults in Germany Hapke U, Maske U, Scheidt-Nave C, Bode L, Schlack R, Busch M (2013) Chronic stress among adults in Germany
31.
go back to reference Almeida DM, Piazza JR, Stawski RS, Klein LC (2011) The speedometer of life: Stress, health and aging. Elsevier, Handbook of the psychology of aging, pp 191–206 Almeida DM, Piazza JR, Stawski RS, Klein LC (2011) The speedometer of life: Stress, health and aging. Elsevier, Handbook of the psychology of aging, pp 191–206
33.
go back to reference Lorant V, Deliège D, Eaton W, Robert A, Philippot P, Ansseau M (2003) Socioeconomic inequalities in depression: a meta-analysis. Am J Epidemiol 157(2):98–112PubMedCrossRef Lorant V, Deliège D, Eaton W, Robert A, Philippot P, Ansseau M (2003) Socioeconomic inequalities in depression: a meta-analysis. Am J Epidemiol 157(2):98–112PubMedCrossRef
34.
go back to reference Grinberg AS, Seng EK (2017) Headache-specific locus of control and migraine-related quality of life: understanding the role of anxiety. Int J Behav Med 24(1):136–143PubMedPubMedCentralCrossRef Grinberg AS, Seng EK (2017) Headache-specific locus of control and migraine-related quality of life: understanding the role of anxiety. Int J Behav Med 24(1):136–143PubMedPubMedCentralCrossRef
35.
go back to reference Westergaard ML, Lau CJ, Allesøe K, Andreasen AH, Jensen RH (2021) Poor social support and loneliness in chronic headache: prevalence and effect modifiers. Cephalalgia 41(13):1318–1331PubMedCrossRef Westergaard ML, Lau CJ, Allesøe K, Andreasen AH, Jensen RH (2021) Poor social support and loneliness in chronic headache: prevalence and effect modifiers. Cephalalgia 41(13):1318–1331PubMedCrossRef
36.
go back to reference Kan C, Kawakami N, Karasawa M, Love GD, Coe CL, Miyamoto Y et al (2014) Psychological resources as mediators of the association between social class and health: comparative findings from Japan and the USA. Int J Behav Med 21(1):53–65PubMedPubMedCentralCrossRef Kan C, Kawakami N, Karasawa M, Love GD, Coe CL, Miyamoto Y et al (2014) Psychological resources as mediators of the association between social class and health: comparative findings from Japan and the USA. Int J Behav Med 21(1):53–65PubMedPubMedCentralCrossRef
37.
go back to reference Klärner A, Gamper M, Keim-Klärner S, Moor I, Lippe H von der, Vonneilich N (eds) Social Networks and Health Inequalities: A New Perspective for Research. Cham: Springer Nature Switzerland. Klärner A, Gamper M, Keim-Klärner S, Moor I, Lippe H von der, Vonneilich N (eds) Social Networks and Health Inequalities: A New Perspective for Research. Cham: Springer Nature Switzerland.
38.
go back to reference Cho S-J, Chu M-K, Park S-G, Park J-W (2018) Investigation of the effect of exercise on headache in migraineurs using a smartphone diary. Eur Neurol 79(1–2):79–81PubMedCrossRef Cho S-J, Chu M-K, Park S-G, Park J-W (2018) Investigation of the effect of exercise on headache in migraineurs using a smartphone diary. Eur Neurol 79(1–2):79–81PubMedCrossRef
39.
go back to reference Bigal ME, Serrano D, Buse D, Scher A, Stewart WF, Lipton RB (2008) Acute migraine medications and evolution from episodic to chronic migraine: a longitudinal population-based study. Headache. 48(8):1157–68PubMedCrossRef Bigal ME, Serrano D, Buse D, Scher A, Stewart WF, Lipton RB (2008) Acute migraine medications and evolution from episodic to chronic migraine: a longitudinal population-based study. Headache. 48(8):1157–68PubMedCrossRef
40.
go back to reference Bigal ME, Lipton RB (2008) Excessive acute migraine medication use and migraine progression. Neurology 71(22):1821–1828PubMedCrossRef Bigal ME, Lipton RB (2008) Excessive acute migraine medication use and migraine progression. Neurology 71(22):1821–1828PubMedCrossRef
41.
go back to reference Togha M, Seyed-Ahadi M, Jafari E, Vahabi Z, Naderi-Behdani F, Nasergivehchi S et al (2020) Estimating quality of life in a headache referral population based on Migraine disability assessment scale and headache impact test. Curr J Neurol 19(2):76PubMedCentral Togha M, Seyed-Ahadi M, Jafari E, Vahabi Z, Naderi-Behdani F, Nasergivehchi S et al (2020) Estimating quality of life in a headache referral population based on Migraine disability assessment scale and headache impact test. Curr J Neurol 19(2):76PubMedCentral
42.
go back to reference Hagen K, Linde M, Steiner TJ, Stovner LJ, Zwart J-A (2012) Risk factors for medication-overuse headache: an 11-year follow-up study. The Nord-Trøndelag Health Studies. Pain 153(1):56–61PubMedCrossRef Hagen K, Linde M, Steiner TJ, Stovner LJ, Zwart J-A (2012) Risk factors for medication-overuse headache: an 11-year follow-up study. The Nord-Trøndelag Health Studies. Pain 153(1):56–61PubMedCrossRef
43.
go back to reference Gidlow C, Johnston LH, Crone D, Ellis N, James D (2006) A systematic review of the relationship between socio-economic position and physical activity. Health Educ J 65(4):338–367CrossRef Gidlow C, Johnston LH, Crone D, Ellis N, James D (2006) A systematic review of the relationship between socio-economic position and physical activity. Health Educ J 65(4):338–367CrossRef
44.
go back to reference Sánchez-Sánchez E, Fernández-Cerezo FL, Díaz-Jimenez J, Rosety-Rodriguez M, Díaz AJ, Ordonez FJ et al (2021) Consumption of over-the-counter drugs: prevalence and type of drugs. Int J Environ Res Public Health 18(11):5530PubMedPubMedCentralCrossRef Sánchez-Sánchez E, Fernández-Cerezo FL, Díaz-Jimenez J, Rosety-Rodriguez M, Díaz AJ, Ordonez FJ et al (2021) Consumption of over-the-counter drugs: prevalence and type of drugs. Int J Environ Res Public Health 18(11):5530PubMedPubMedCentralCrossRef
45.
go back to reference Wu J, Noxon V, Lu ZK (2015) Patterns of use and health expenses associated with triptans among adults with migraines. Clin J Pain 31(8):673–679PubMedCrossRef Wu J, Noxon V, Lu ZK (2015) Patterns of use and health expenses associated with triptans among adults with migraines. Clin J Pain 31(8):673–679PubMedCrossRef
46.
go back to reference Wilper A, Woolhandler S, Himmelstein D, Nardin R (2010) Impact of insurance status on migraine care in the United States: a population-based study. Neurology 74(15):1178–1183PubMedCrossRef Wilper A, Woolhandler S, Himmelstein D, Nardin R (2010) Impact of insurance status on migraine care in the United States: a population-based study. Neurology 74(15):1178–1183PubMedCrossRef
47.
go back to reference Lueckmann SL, Hoebel J, Roick J, Markert J, Spallek J, von dem Knesebeck O et al (2021) Socioeconomic inequalities in primary-care and specialist physician visits: a systematic review. Int J Equity Health 20(1):1–19CrossRef Lueckmann SL, Hoebel J, Roick J, Markert J, Spallek J, von dem Knesebeck O et al (2021) Socioeconomic inequalities in primary-care and specialist physician visits: a systematic review. Int J Equity Health 20(1):1–19CrossRef
48.
go back to reference Müller B, Dresler T, Gaul C, Glass Ä, Jürgens TP, Kropp P et al (2019) More attacks and analgesic use in old age: self-reported headache across the lifespan in a German sample. Front Neurol 10:1000PubMedPubMedCentralCrossRef Müller B, Dresler T, Gaul C, Glass Ä, Jürgens TP, Kropp P et al (2019) More attacks and analgesic use in old age: self-reported headache across the lifespan in a German sample. Front Neurol 10:1000PubMedPubMedCentralCrossRef
49.
go back to reference Müller B, Dresler T, Gaul C, Jürgens T, Kropp P, Rehfeld A et al (2020) Use of outpatient medical care by headache patients in Germany: a population-based cross-sectional study. J Headache Pain 21(1):1–10CrossRef Müller B, Dresler T, Gaul C, Jürgens T, Kropp P, Rehfeld A et al (2020) Use of outpatient medical care by headache patients in Germany: a population-based cross-sectional study. J Headache Pain 21(1):1–10CrossRef
50.
go back to reference Kosinski M, Bayliss M, Bjorner J, Ware J, Garber W, Batenhorst A et al (2003) A six-item short-form survey for measuring headache impact: The HIT-6™. Qual Life Res 12(8):963–974PubMedCrossRef Kosinski M, Bayliss M, Bjorner J, Ware J, Garber W, Batenhorst A et al (2003) A six-item short-form survey for measuring headache impact: The HIT-6™. Qual Life Res 12(8):963–974PubMedCrossRef
51.
go back to reference Lampert T, Kroll LE, Müters S, Stolzenberg H (2013) Measurement of socioeconomic status in the German Health Interview and Examination Survey for Adults (DEGS1) Lampert T, Kroll LE, Müters S, Stolzenberg H (2013) Measurement of socioeconomic status in the German Health Interview and Examination Survey for Adults (DEGS1)
52.
go back to reference Brauns H, Scherer S, Steinmann S (2003) The CASMIN Educational Classification in International Comparative Research. In: Hoffmeyer-Zlotnik JHP, Wolf C (eds) Advances in Cross-National Comparison. Boston: Springer Science, p. 221–44. Brauns H, Scherer S, Steinmann S (2003) The CASMIN Educational Classification in International Comparative Research. In: Hoffmeyer-Zlotnik JHP, Wolf C (eds) Advances in Cross-National Comparison. Boston: Springer Science, p. 221–44.
53.
go back to reference Ganzeboom HB, De Graaf PM, Treiman DJ (1992) A standard international socio-economic index of occupational status. Soc Sci Res 21(1):1–56CrossRef Ganzeboom HB, De Graaf PM, Treiman DJ (1992) A standard international socio-economic index of occupational status. Soc Sci Res 21(1):1–56CrossRef
54.
go back to reference Stand DW, Rising WIK (2011) An overview of growing income inequalities in OECD countries: main findings. Divided we stand: Why inequality keeps rising Stand DW, Rising WIK (2011) An overview of growing income inequalities in OECD countries: main findings. Divided we stand: Why inequality keeps rising
55.
go back to reference Richard A, Margaritis A (2022) World Health Statistics 2022: Monitoring Health for the SDGs. World Health Organization, Sustainable Development Goals Geneva Richard A, Margaritis A (2022) World Health Statistics 2022: Monitoring Health for the SDGs. World Health Organization, Sustainable Development Goals Geneva
56.
go back to reference Wicke FS, Krakau L, Löwe B, Beutel ME, Brähler E (2022) Update of the standardization of the Patient Health Questionnaire-4 (PHQ-4) in the general population. J Affect Disord 312:310–314PubMedCrossRef Wicke FS, Krakau L, Löwe B, Beutel ME, Brähler E (2022) Update of the standardization of the Patient Health Questionnaire-4 (PHQ-4) in the general population. J Affect Disord 312:310–314PubMedCrossRef
57.
go back to reference Kinge JM, Morris S (2010) Socioeconomic variation in the impact of obesity on health-related quality of life. Soc Sci Med 71(10):1864–1871CrossRef Kinge JM, Morris S (2010) Socioeconomic variation in the impact of obesity on health-related quality of life. Soc Sci Med 71(10):1864–1871CrossRef
58.
go back to reference Löffler U, Behrens K, von der Heyde C (2014) Historie der ADM-Stichproben. In: ADM (ed) Stichproben-Verfahren in der Umfrageforschung Eine Darstellung für die Praxis 2. Auflage ed. Springer VS, Wiesbaden, pp 67–84CrossRef Löffler U, Behrens K, von der Heyde C (2014) Historie der ADM-Stichproben. In: ADM (ed) Stichproben-Verfahren in der Umfrageforschung Eine Darstellung für die Praxis 2. Auflage ed. Springer VS, Wiesbaden, pp 67–84CrossRef
59.
go back to reference Agresti A (2007) An Introduction to Categorical Data Analysis. 2nd Edition, New York: John Wiley & Sons. Agresti A (2007) An Introduction to Categorical Data Analysis. 2nd Edition, New York: John Wiley & Sons.
60.
go back to reference Ramadani RV, Mosquera PA, Sebastián MS, Gustafsson PE (2019) The moderating effect of income on the relationship between body mass index and health-related quality of life in Northern Sweden. Scand J Public Health 47(7):765–773PubMedCrossRef Ramadani RV, Mosquera PA, Sebastián MS, Gustafsson PE (2019) The moderating effect of income on the relationship between body mass index and health-related quality of life in Northern Sweden. Scand J Public Health 47(7):765–773PubMedCrossRef
61.
go back to reference Burkert NT, Freidl W (2019) Pronounced social inequality in health-related factors and quality of life in women and men from Austria who are overweight or obese. PeerJ 7:e6773PubMedPubMedCentralCrossRef Burkert NT, Freidl W (2019) Pronounced social inequality in health-related factors and quality of life in women and men from Austria who are overweight or obese. PeerJ 7:e6773PubMedPubMedCentralCrossRef
62.
go back to reference Schram JL, Groeniger JO, Schuring M, Proper KI, van Oostrom SH, Robroek SJ et al (2021) Working conditions and health behavior as causes of educational inequalities in self-rated health: an inverse odds weighting approach. Scand J Work Environ Health 47(2):127PubMedPubMedCentralCrossRef Schram JL, Groeniger JO, Schuring M, Proper KI, van Oostrom SH, Robroek SJ et al (2021) Working conditions and health behavior as causes of educational inequalities in self-rated health: an inverse odds weighting approach. Scand J Work Environ Health 47(2):127PubMedPubMedCentralCrossRef
63.
go back to reference Kiarashi J, VanderPluym J, Szperka CL, Turner S, Minen MT, Broner S et al (2021) Factors associated with, and mitigation strategies for, health care disparities faced by patients with headache disorders. Neurology 97(6):280–289PubMedPubMedCentralCrossRef Kiarashi J, VanderPluym J, Szperka CL, Turner S, Minen MT, Broner S et al (2021) Factors associated with, and mitigation strategies for, health care disparities faced by patients with headache disorders. Neurology 97(6):280–289PubMedPubMedCentralCrossRef
64.
go back to reference Van Wilder L, Pype P, Mertens F, Rammant E, Clays E, Devleesschauwer B et al (2021) Living with a chronic disease: insights from patients with a low socioeconomic status. BMC Fam Pract 22(1):1–11 Van Wilder L, Pype P, Mertens F, Rammant E, Clays E, Devleesschauwer B et al (2021) Living with a chronic disease: insights from patients with a low socioeconomic status. BMC Fam Pract 22(1):1–11
65.
go back to reference Spinosa J, Christiansen P, Dickson JM, Lorenzetti V, Hardman CA (2019) From socioeconomic disadvantage to obesity: the mediating role of psychological distress and emotional eating. Obesity 27(4):559–564PubMedCrossRef Spinosa J, Christiansen P, Dickson JM, Lorenzetti V, Hardman CA (2019) From socioeconomic disadvantage to obesity: the mediating role of psychological distress and emotional eating. Obesity 27(4):559–564PubMedCrossRef
Metadata
Title
Headache impact and socioeconomic status: findings from a study of the German Migraine and Headache Society (DMKG)
Authors
Britta Müller
Charly Gaul
Olaf Reis
Tim P. Jürgens
Peter Kropp
Ruth Ruscheweyh
Andreas Straube
Elmar Brähler
Stefanie Förderreuther
Jennifer Schroth
Thomas Dresler
Publication date
01-12-2023
Publisher
Springer Milan
Published in
The Journal of Headache and Pain / Issue 1/2023
Print ISSN: 1129-2369
Electronic ISSN: 1129-2377
DOI
https://doi.org/10.1186/s10194-023-01564-7

Other articles of this Issue 1/2023

The Journal of Headache and Pain 1/2023 Go to the issue