Skip to main content

Characterizing healthcare utilization patterns in a Danish population with headache: results from the nationwide headache in Denmark (HINDER) panel

Abstract

Introduction

Worldwide, far from all of those who would benefit make use of headache services, largely because of clinical, social, and political barriers to access. Identifying the factors contributing to low healthcare utilization can generate evidence to guide health policy. Our purpose here is better to characterize healthcare utilization patterns in Denmark.

Methods

The Headache in Denmark (HINDER) study is a nationwide cross-sectional survey of people with headache, conducted using SurveyXact (Rambøll Group A/S, Copenhagen). Healthcare utilization was assessed in a study sample generated by population screening and recruitment. Data collection occurred over two weeks, from September 23rd until October 4th, 2021. The questions enquired into disease characteristics, management, burden, medication intake and healthcare utilization.

Results

The number of participants included in the HINDER panel was 4,431, with 2,990 (67.5%: 2,522 [84.3%] female, 468 [15.7%] male; mean age 40.9 ± 11.6 years) completing the survey. One quarter of participants (27.7%) disagreed or strongly disagreed that they were able to manage their headache attacks. Most participants (81.7%) agreed or strongly agreed that their headache was a burden in their everyday lives. The most reported acute medications, by 87.2% of participants, were simple analgesics; of note, 8.6% reported using opioids for their headache. One quarter of participants (24.4%) had never consulted a medical doctor for their headache; one in six (16.5%: more than two thirds of the 24.4%) had never done so despite agreeing or strongly agreeing that their headache was a burden in their everyday lives. Two thirds (65.3%) of participants overall, and almost three quarters (72.4%) of those with weekly headache, had tried one or more complementary or alternative therapies outside conventional medical care.

Conclusions

Our findings are indicative of inadequate delivery of headache care in a country that provides free and universal coverage for all its residents. The implications are twofold. First, it is not sufficient merely to make services available: public education and increased awareness are necessary to encourage uptake by those who would benefit. Second, educational interventions in both pre- and postgraduate settings are necessary, but a prerequisite for these is a resetting of policy priorities, properly to reflect the very high population ill-health burden of headache.

Peer Review reports

Introduction

Headache disorders directly affect more than 1 billion people across the world and constitute a leading cause of disability [1,2,3,4]. This negative impact is largely avoidable, with a range of effective and cost-effective treatments available, even in low-to middle-income countries (LMICs). Worldwide, however, far from all of those who would benefit make use of these therapies, largely because of clinical, social and political barriers to access [3,4,5].

Many of those with tension-type headache or migraine, the most prevalent headache disorders, can adequately self-manage, if provided with a little knowledge and access to the appropriate over-the-counter medications [6,7,8]. In countries where headache services exist at all, their focus is usually on specialist (tertiary) care. This is clinically and economically inappropriate: most headache disorders can effectively and more efficiently (and at lower cost) be treated in educationally supported primary care, with only complicated cases requiring referral to specialist care [3, 4, 9]. At the same time, compartmentalizing divisions between primary, secondary and tertiary care in many healthcare systems create multiple inefficiencies, confronting patients attempting to navigate these levels (the “patient journey”) with perplexing obstacles. Seeking consultation in primary care is therefore the first essential step in the patient pathway to care. Despite the barriers referred to [3, 5], headache is the most common presenting neurological symptom in primary care [3].

In Denmark, a country with well organized, highly resourced, and readily accessible services [10], a nationwide survey identified a low rate of healthcare utilization, even among people with headache occurring once or more every week, in parallel with both a high rate of lost productivity at work and lack of understanding from those in their close environment (family, friends, work colleagues and employers) [11].

Our purpose here is better to characterize healthcare utilization patterns in Denmark by conducting a nationwide cross-sectional survey of people with headache. Identifying the factors contributing to low healthcare utilization can generate evidence to guide health policy. Potential benefits of rational health policies are not limited to the affected individual: they also promote better use of resources since headache disorders are a primary driver of losses to economies [3]. Indeed, evidence suggests that delivery of structured headache care is highly cost-effective, and may be cost-saving [3].

Methods

Overview

The Headache in Denmark (HINDER) study is a nationwide cross-sectional survey of people with headache, conducted using SurveyXact (Rambøll Group A/S, Copenhagen). Healthcare utilization was assessed in a study sample generated by population screening and recruitment. Data collection occurred over two weeks, from September 23rd until October 4th, 2021.

Ethics

Conduct of surveys is exempt from processing by the National Committee on Health Research Ethics in Denmark. Survey data were handled confidentially, and anonymity of respondents was maintained throughout the study.

Screening and recruitment

The screening and recruitment phase commenced on May 3rd, 2021, and closed on June 30th, 2021. We used social media (Facebook) to publicize and drive a recruitment campaign, with no predetermined prioritization of age or gender. Users of Facebook in Denmark aged ≥ 18 years were therefore the sampled population. Of 4.8 million people in Denmark meeting the age criterion, approximately 3.3 million were estimated to have a Facebook account [12]. Moreover, participants in a previous survey also recruited through Facebook were invited [11].

On accessing the invitation, users were asked to complete a Screening Module, which was a brief questionnaire capturing headache and demographic information (headache frequency, age and gender, with a median completion time of 128 s). Eligible participants (those meeting the age criterion and reporting at least one headache day in the prior year) were then invited to participate and become members of the HINDER panel, which was active until the end of 2022.

Questionnaire and enquiry

The HINDER study module on healthcare utilization patterns was developed by the Danish Knowledge Center on Headache Disorders in collaboration with clinicians and experts in headache disorders from the Danish Headache Center. The questions in the Healthcare Utilization Module (Table 1), with a target audience of people with headache, enquired into disease characteristics, management, burden, medication intake and healthcare utilization. Headache diagnosis was self-reported.

Table 1 The healthcare utilization module

The questionnaire employed branching logic to generate additional specific questions (Table 2). These included questions on knowledge of triptans, reason(s) for not having consulted primary care for headache, and, among those who did consult, level of care where headache was managed, frequency of contacts with headache care services, and perceived quality of care.

Table 2 Healthcare utilization module (branching logic questions)

We excluded participants who did not complete all questions.

Statistical methods

We used descriptive statistics to compare healthcare utilization patterns according to survey demographics and reported headache frequency (occurring once or more per week, month or year). Continuous and count outcomes are presented using means with standard deviations. Binary and multinomial outcomes are presented with absolute numbers and percentages. All analyses were conducted calculated using IBM SPSS Statistics, version 28.0.0.0 (190).

Results

Study population and participating proportion

Out of a population of approximately 4.8 million adults in Denmark, the campaign link to the HINDER panel was accessed 16,168 times, with 4,708 acceptances of the preliminary invitation. After exclusion of duplicates, the number included in the HINDER panel was 4,431. All received the invitation to participate in the Healthcare Utilization Module, with 2,990 (67.5%: 2,522 [84.3%] female, 468 [15.7%] male; mean age 40.9 ± 11.6 years) completing all questions (Fig. 1; Table 3).

Fig. 1
figure 1

Participant flow diagram. The campaign link was accessed 16,168 times with 4,708 acceptances of the invitation to participate. After exclusion of duplicates, the number of participants included in the HINDER panel was 4,431, of whom 2,990 completed all questions of the Healthcare Utilization Module

Table 3 The healthcare utilization module

Headache disorders

The most commonly reported headache disorders were tension-type headache (n = 1,825 [61.0%]) and migraine (n = 1,714 [57.3%]) (Table 3), followed by post-traumatic headache (n = 316 [10.6%]) and cluster headache (n = 103 [3.4%]). “Other headache disorder” (unspecified) was reported by 271 (9.1%), while a further 477 (16.0%) participants did not know which headache disorder they had.

Management

One quarter of participants (27.7%) disagreed or strongly disagreed that they were able to manage their headache attacks (Table 3). This was clearly related to headache frequency: those with highest frequency were most likely to report disagreement (Table 3).

Burden

Most participants (81.7%) agreed or strongly agreed that their headache was a burden in their everyday lives (Table 3). Those with less frequent headache were less likely to agree (Table 3).

Acute medications

The most-reported acute medications, by 87.2% of participants, were simple analgesics (Table 3). Of note, 8.6% reported using opioids for their headache, with the highest proportion (10.1%) found among those with weekly headache.

Of participants reporting migraine, 56.9% also reported using triptans for their attacks (Table 4). Of the 43.1% who did not, two thirds (68.3%) had never tried triptans and almost half (44.1%) had never heard of triptans before.

Table 4 Triptan usage in respondents with migraine

Healthcare utilization (conventional medical care)

One quarter of participants (24.4%) had never consulted a medical doctor for their headache (Table 3). Even among those with weekly headache, 19.6% had never sought medical advice for it. One in six (16.5%: more than two thirds of the 24.4%) had never done so despite agreeing or strongly agreeing that their headache was a burden in their everyday lives (Table 5). Healthcare utilization rate followed headache frequency: the lower the frequency, the higher the proportion who had never consulted (Table 3). The most common reason for not doing so, reported by more than one third (36.8%), was ‘I do not know if my doctor can help me with my headache’ (Table 5). Among those reporting that headache was burdensome in their everyday lives, but who had not sought medical advice, the same reason was given by almost half (45.4%) (Table 6).

Table 5 Characteristics of all participants not seeking medical advice, and reasons for not doing so
Table 6 Characteristics of participants not seeking medical advice despite agreeing or strongly agreeing that headache is a burden on everyday life, and reasons for not doing so

Of the three quarters (75.6%) who had sought medical advice, those with more frequent headache were more likely to have done so within the last year (declining from 52.0% for weekly headache to 22.4% for yearly headache) (Table 3). Only one quarter (26.1%) agreed or strongly agreed that they felt better equipped to manage their headache following medical consultation, and fewer than one-third (29.2%) felt better informed about their headache (Table 7).

Table 7 Perceived quality of care of participants who had sought medical advice

Of those participants in active care, one fifth (21.2%) were being treated in specialist services (secondary care [7.8%] or tertiary care [13.4%]), with the remainder (78.8%) in primary care (Table 3).

Healthcare utilization (complementary and alternative medicine)

Two thirds (65.3%) of participants overall, and almost three quarters (72.4%) of those with weekly headache, had tried one or more complementary or alternative therapies outside conventional medical care (Table 3). Those with less frequent headache were less likely to have done so (Table 3).

Discussion

In this nationwide survey of people with headache in Denmark, we identified a low uptake of care despite a perceived need for care. These findings were in parallel with evidence both of suboptimal medical care and of poor awareness of headache among those affected by it, and despite that the HINDER panel was biased towards those more likely to be interested in, to be concerned about and to consult for headache. Evidence of this bias was provided by the gender divide, which was not as the general population, by the high proportion of participants with greater headache-attributed burden, by diagnoses not in accordance with expected proportions, and by the relatively large proportions treated in secondary and tertiary care. For these reasons, our findings of suboptimal care and poor awareness are likely to be amplified among the general population in Denmark.

The essential finding – that one quarter of participants had not sought headache services despite more than two thirds of these same people reporting headache as an everyday burden – is in line with those of a previous Danish survey [11]. As headache services are widely available in Denmark, these findings contribute to a growing body of evidence demonstrating that it is insufficient merely to make services or treatments available [15, 16]. Other countries in Europe, and the United States, have also reported low healthcare utilization, with lesser disease burden similarly associated with lower utilization, and rates far from 100% even among those with highest burden [11, 13, 14].

The reasons for not seeking care that should be beneficial are certainly multiple, high among them being lack of awareness and apparently suboptimal care. More than one third of those not seeking headache care reported not knowing whether their general practitioner would be able to help them, and, more worrying, of those who had sought care, most did not feel it better equipped them to manage their headache attacks. The relatively frequent use of complementary and alternative therapies reflected this. Inadequacy of care is not merely perceived: it is substantiated by our findings of opioid usage, contrary to international and national guidelines, and of low utilization (and ignorance among those with migraine) of triptans. Low adherence to triptan usage was also identified in the Danish Migraine Population Cohort study [17]. In other countries, diagnostic delays, misdiagnosis and otherwise suboptimal management all negatively impact the quality of clinical care [3], consequences of educational gaps occurring first in medical schools and subsequently in residency programmes, themselves due to a paradoxical lack of priority accorded to headache [5, 18]. Despite being relatively well organized, highly resourced and readily accessible [10], Danish headache services are unlikely to be, and evidently are not, entirely free of these deficiencies contributing to lowered expectations and discouraging utilization of headache services.

There are almost certainly other deterrents to care-seeking. Trivialization of headache disorders has been widely reported, and sometimes stigmatization of those who report it. Evidence of these lies in the reports of high rates of work-presenteeism, coupled with lack of support from employers and others [11, 16, 19,20,21,22,23].

Limitations

The sampling method imposed biases. Not all adults in Denmark are Facebook users, and the recruitment campaign would not have had equal exposure to all, with older adults (above middle age) more likely to be excluded. Interest bias was certain to have influenced willingness to participate, favouring those worst affected. These biases, however, most probably led to conservative findings and underestimates. We could not relate our findings to detailed demographic characteristics, social factors such as financial situation and educational level, or medical histories, since we did not enquire into these. Furthermore, we recognize that self-reported headache diagnoses are of questionable reliability. However, the essential point is that people with headache appear disinclined to seek readily available healthcare despite, therefore, not being reliably informed of what their headache might be. Our categorization of headache frequency into once or more per week, month or year was considered a necessary simplification, but it limited quantitative estimation of disease burden.

Conclusions

Our findings are indicative of inadequate delivery of headache care in a country that provides free and universal coverage for all its residents. The implications are twofold. First, it is insufficient merely to make headache care available: public education and increased awareness are necessary to encourage uptake by those who would benefit. Second, although Danish headache services are recognized as among the best, they are not free of important gaps. Educational interventions in both pre- and postgraduate settings are necessary, but a prerequisite for these is a resetting of policy priorities, properly to reflect the very high population ill-health burden of headache.

Availability of data and materials

The data that support the findings of this study are available from the corresponding author, MA, upon reasonable request.

Abbreviations

DALY:

Disability-adjusted life year

LMIC:

Low-to middle-income country

HINDER:

Headache in Denmark

YLD:

Year lived with disability

References

  1. Vos T, Lim SS, Abbafati C et al (2020) Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet 396:1204–1222

    Article  Google Scholar 

  2. Ashina M (2020) Migraine. N Engl J Med 383:1866–1876

    Article  CAS  PubMed  Google Scholar 

  3. Ashina M, Katsarava Z, Do TP, et al. Migraine: epidemiology and systems of care. Lancet 2021; published online March. DOI:https://doi.org/10.1016/S0140-6736(20)32160-7.

  4. Ashina S, Mitsikostas DD, Lee MJ et al (2021) Tension-type headache. Nat Rev Dis Prim 7:24

    Article  PubMed  Google Scholar 

  5. The World Health Organization. Atlas of headache disorders and resources in the world 2011. World Heal Organ 2011; : 72.

  6. Steiner TJ, Jensen R, Katsarava Z et al (2021) Structured headache services as the solution to the ill-health burden of headache: 1. Rationale and description J Headache Pain 22:78

    Article  PubMed  Google Scholar 

  7. Tinelli M, Leonardi M, Paemeleire K, Mitsikostas D, de la Torre ER, Steiner TJ. Structured headache services as the solution to the ill-health burden of headache. 2. Modelling effectiveness and cost-effectiveness of implementation in Europe: methodology. J Headache Pain 2021; 22: 99.

  8. Tinelli M, Leonardi M, Paemeleire K, et al. Structured headache services as the solution to the ill-health burden of headache. 3. Modelling effectiveness and cost-effectiveness of implementation in Europe: findings and conclusions. J Headache Pain 2021; 22: 90.

  9. Ashina M, Buse DC, Ashina H et al (2021) Migraine: integrated approaches to clinical management and emerging treatments. Lancet 397:1505–1518

    Article  PubMed  Google Scholar 

  10. Olesen J (2017) The Danish headache center: from origin to full development. Cephalalgia 37:5–6

    Article  PubMed  Google Scholar 

  11. Do TP, Stefansen S, Dømgaard M, Steiner TJ, Ashina M (2022) One-quarter of individuals with weekly headache have never consulted a medical doctor: a Danish nationwide cross-sectional survey. J Headache Pain 23:84

    Article  PubMed  PubMed Central  Google Scholar 

  12. The Ministry of Culture Denmark. Medieners udvikling i Danmark. 2018 https://mediernesudvikling.kum.dk/fileadmin/user_upload/dokumenter/medier/Mediernes_udvikling/2018/Kort_Nyt/Sociale_medier_2018/Kort_Nyt_-_Mediernes_udvikling_i_Danmark_-_Sociale_medier_2018.pdf.

  13. Sanderson JC, Devine EB, Lipton RB et al (2013) Headache-related health resource utilisation in chronic and episodic migraine across six countries. J Neurol Neurosurg Psychiatry 84:1309–1317

    Article  PubMed  Google Scholar 

  14. Katsarava Z, Mania M, Lampl C, Herberhold J, Steiner TJ (2018) Poor medical care for people with migraine in Europe – evidence from the Eurolight study. J Headache Pain 19:10

    Article  PubMed  PubMed Central  Google Scholar 

  15. Giorgadze G, Mania M, Kukava M et al (2018) Implementation of effective, self-sustaining headache services in the Republic of Georgia: evaluation of their impact on headache-related disability and quality of life of people with headache. Cephalalgia 38:639–645

    Article  PubMed  Google Scholar 

  16. Selekler HM, Gökmen G, Alvur TM, Steiner TJ (2015) Productivity losses attributable to headache, and their attempted recovery, in a heavy-manufacturing workforce in Turkey: implications for employers and politicians. J Headache Pain 16:96

    Article  PubMed  PubMed Central  Google Scholar 

  17. Olesen A, Schytz HW, Ostrowski SR et al (2022) Low adherence to the guideline for the acute treatment of migraine. Sci Rep 12:8487

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Do TP, Dømgaard M, Stefansen S, Kristoffersen ES, Ashina M, Hansen JM (2022) Barriers and gaps in headache education: a national cross-sectional survey of neurology residents in Denmark. BMC Med Educ 22:233

    Article  PubMed  PubMed Central  Google Scholar 

  19. Parikh SK, Kempner J, Young WB (2021) Stigma and migraine: developing effective interventions. Curr Pain Headache Rep 25:75

    Article  PubMed  PubMed Central  Google Scholar 

  20. Allen D, Hines EW, Pazdernik V, Konecny LT, Breitenbach E (2018) Four-year review of presenteeism data among employees of a large United States health care system: a retrospective prevalence study. Hum Resour Health 16:59

    Article  PubMed  PubMed Central  Google Scholar 

  21. Gvantseladze K, Do TP, Hansen JM, Shapiro RE, Ashina M (2020) The stereotypical image of a person with migraine according to mass media. Headache J Head Face Pain 60:1465–1471

    Article  Google Scholar 

  22. Shapiro RE (2020) What will it take to move the needle for headache disorders? an advocacy perspective. Headache J Head Face Pain 60:2059–2077

    Article  Google Scholar 

  23. AXA PPP Healthcare, 2015 UK Survey. https://www.axa.co.uk/newsroom/media-releases/2015/nearly-a-quarter-of-employees-fear-bosses-judgement-for-calling-in-sick/ (accessed Aug 3, 2022).

Download references

Acknowledgements

Messoud Ashina was supported by the Lundbeck Foundation Professor Grant (R310-2018-3711).

Funding

Recruitment of respondents was supported by an unrestricted grant from GlaxoSmithKline Denmark to the Danish Knowledge Center on Headache Disorders.

Author information

Authors and Affiliations

Authors

Contributions

MD, SS, and MA contributed to conception and design of the work. MD and SS contributed to acquisition of data for the work. TPD, MD, and SS contributed to analysis of data for the work. TPD, TJS, and MA contributed to interpretation of data for the work. TPD wrote the first draft of the manuscript. All authors contributed to critical revision of the work for important intellectual content. The authors read and approved the final manuscript.

Corresponding author

Correspondence to Messoud Ashina.

Ethics declarations

Competing of interests

Thien Phu Do has received honoraria or personal fees from Teva for lecturing.

Mikala Dømgaard reports no conflicts of interest.

Simon Stefansen reports no conflicts of interest.

Timothy J. Steiner reports no conflicts of interest.

Messoud Ashina is a consultant, speaker, or scientific advisor for AbbVie, Allergan, Amgen, Eli Lilly, Lundbeck, Novartis, and Teva and a primary investigator for ongoing AbbVie/Allergan, Amgen, Eli Lilly, Lundbeck, Novartis, and Teva trials. Messoud Ashina has no ownership interest and does not own stocks of any pharmaceutical company. Messoud Ashina serves as associate editor of Cephalalgia, associate editor of the Journal of Headache and Pain, and associate editor of Brain.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Do, T.P., Dømgaard, M., Stefansen, S. et al. Characterizing healthcare utilization patterns in a Danish population with headache: results from the nationwide headache in Denmark (HINDER) panel. J Headache Pain 24, 18 (2023). https://doi.org/10.1186/s10194-023-01553-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s10194-023-01553-w

Keywords