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A cross-sectional study on the burden and impact of migraine on work productivity and quality of life in selected workplaces in the Philippines
Background Migraine imposes a substantial personal and economic burden to many working age individuals. This study aimed to evaluate the burden and impact of migraine on work productivity in selected workplaces in the Philippines. Methods A cross-sectional survey was conducted among employees suspec...
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Published in: | Journal of headache and pain 2020-10, Vol.21 (1), p.125-125, Article 125 |
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creator | Haw, Nel Jason Cabaluna, Ian Theodore Kaw, Germaine Erika Cortez, Joanna Feliz Chua, Maria Pamela Guce, Kristel |
description | Background
Migraine imposes a substantial personal and economic burden to many working age individuals. This study aimed to evaluate the burden and impact of migraine on work productivity in selected workplaces in the Philippines.
Methods
A cross-sectional survey was conducted among employees suspected or diagnosed with migraine February to May 2020. Volunteer employees were screened for migraine using the ID-Migraine™ test. Eligible employees were tested for migraine severity and impact on work productivity using the Migraine Disability Assessment (MIDAS) questionnaire. Quality of life was measured using the Short Form-36 (SF-36) questionnaire and additional questions on triggers, coping mechanisms, workplace assistance, and health care utilization were asked. Multiple logistic regression was used to identify significant predictors of migraine disability (high – MIDAS Grade III/IV vs. low – MIDAS Grade I/II). Differences in quality of life scores by migraine disability were measured using multiple linear regression. Productivity costs lost to migraine disability were calculated as the number of days lost to migraine multiplied by the self-reported wage rate, and costs according to migraine severity were measured using a two-part generalized linear model.
Results
From around 24,000 employees who were invited to participate in the survey, 954 respondents provided consent and attempted to respond to the survey resulting to a response rate of around 4.1%. A total of 511 positive migraine screens were included in the final sample. Females comprised two-thirds of all positive migraine screens and were more likely to have high migraine disability (odds ratio: 1.60, 95% CI: 1.03–2.49) than males. Those with high migraine disability scored lower on role limitations compared to those with low migraine disability. Stress and looking at computer screens were cited as the top trigger for migraine, while sleeping enough hours and getting a massage were cited as top coping mechanisms. Three in four (77%) visited their company clinic within the past 3 months, which meant that most doctors seen for migraine-related symptoms were general practitioners. Five in six (85%) took medication for migraine, almost all of which were over-the-counter medications. Mean annual productivity costs lost due to migraine disability were PHP27 794 (USD556) per person.
Conclusion
Migraine poses a significant threat to work productivity in the Philippines. Many opportunities, such as disease |
doi_str_mv | 10.1186/s10194-020-01191-6 |
format | article |
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Migraine imposes a substantial personal and economic burden to many working age individuals. This study aimed to evaluate the burden and impact of migraine on work productivity in selected workplaces in the Philippines.
Methods
A cross-sectional survey was conducted among employees suspected or diagnosed with migraine February to May 2020. Volunteer employees were screened for migraine using the ID-Migraine™ test. Eligible employees were tested for migraine severity and impact on work productivity using the Migraine Disability Assessment (MIDAS) questionnaire. Quality of life was measured using the Short Form-36 (SF-36) questionnaire and additional questions on triggers, coping mechanisms, workplace assistance, and health care utilization were asked. Multiple logistic regression was used to identify significant predictors of migraine disability (high – MIDAS Grade III/IV vs. low – MIDAS Grade I/II). Differences in quality of life scores by migraine disability were measured using multiple linear regression. Productivity costs lost to migraine disability were calculated as the number of days lost to migraine multiplied by the self-reported wage rate, and costs according to migraine severity were measured using a two-part generalized linear model.
Results
From around 24,000 employees who were invited to participate in the survey, 954 respondents provided consent and attempted to respond to the survey resulting to a response rate of around 4.1%. A total of 511 positive migraine screens were included in the final sample. Females comprised two-thirds of all positive migraine screens and were more likely to have high migraine disability (odds ratio: 1.60, 95% CI: 1.03–2.49) than males. Those with high migraine disability scored lower on role limitations compared to those with low migraine disability. Stress and looking at computer screens were cited as the top trigger for migraine, while sleeping enough hours and getting a massage were cited as top coping mechanisms. Three in four (77%) visited their company clinic within the past 3 months, which meant that most doctors seen for migraine-related symptoms were general practitioners. Five in six (85%) took medication for migraine, almost all of which were over-the-counter medications. Mean annual productivity costs lost due to migraine disability were PHP27 794 (USD556) per person.
Conclusion
Migraine poses a significant threat to work productivity in the Philippines. Many opportunities, such as disease management and introduction of alternative options for migraine treatment, may be introduced to help address these issues.</description><identifier>ISSN: 1129-2369</identifier><identifier>EISSN: 1129-2377</identifier><identifier>DOI: 10.1186/s10194-020-01191-6</identifier><identifier>PMID: 33109071</identifier><language>eng</language><publisher>Milan: Springer Milan</publisher><subject>Burden of disease ; Cost of illness ; Cross-Sectional Studies ; Employees ; Female ; Generalized linear models ; Headache ; Health care utilization ; Health services utilization ; Humans ; Internal Medicine ; Male ; Medicine ; Medicine & Public Health ; Migraine ; Migraine Disorders - epidemiology ; Neurology ; Pain Medicine ; Philippines ; Philippines - epidemiology ; Productivity ; Quality of Life ; Questionnaires ; Research Article ; Workplace</subject><ispartof>Journal of headache and pain, 2020-10, Vol.21 (1), p.125-125, Article 125</ispartof><rights>The Author(s) 2020</rights><rights>The Author(s) 2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c540t-36889acef3553c2c91cf43f2a7cb3ab55e0cda3ce08973cc5565dd06fe8a7fcf3</citedby><cites>FETCH-LOGICAL-c540t-36889acef3553c2c91cf43f2a7cb3ab55e0cda3ce08973cc5565dd06fe8a7fcf3</cites><orcidid>0000-0003-2602-4214</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2471604262/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2471604262?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33109071$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Haw, Nel Jason</creatorcontrib><creatorcontrib>Cabaluna, Ian Theodore</creatorcontrib><creatorcontrib>Kaw, Germaine Erika</creatorcontrib><creatorcontrib>Cortez, Joanna Feliz</creatorcontrib><creatorcontrib>Chua, Maria Pamela</creatorcontrib><creatorcontrib>Guce, Kristel</creatorcontrib><title>A cross-sectional study on the burden and impact of migraine on work productivity and quality of life in selected workplaces in the Philippines</title><title>Journal of headache and pain</title><addtitle>J Headache Pain</addtitle><addtitle>J Headache Pain</addtitle><description>Background
Migraine imposes a substantial personal and economic burden to many working age individuals. This study aimed to evaluate the burden and impact of migraine on work productivity in selected workplaces in the Philippines.
Methods
A cross-sectional survey was conducted among employees suspected or diagnosed with migraine February to May 2020. Volunteer employees were screened for migraine using the ID-Migraine™ test. Eligible employees were tested for migraine severity and impact on work productivity using the Migraine Disability Assessment (MIDAS) questionnaire. Quality of life was measured using the Short Form-36 (SF-36) questionnaire and additional questions on triggers, coping mechanisms, workplace assistance, and health care utilization were asked. Multiple logistic regression was used to identify significant predictors of migraine disability (high – MIDAS Grade III/IV vs. low – MIDAS Grade I/II). Differences in quality of life scores by migraine disability were measured using multiple linear regression. Productivity costs lost to migraine disability were calculated as the number of days lost to migraine multiplied by the self-reported wage rate, and costs according to migraine severity were measured using a two-part generalized linear model.
Results
From around 24,000 employees who were invited to participate in the survey, 954 respondents provided consent and attempted to respond to the survey resulting to a response rate of around 4.1%. A total of 511 positive migraine screens were included in the final sample. Females comprised two-thirds of all positive migraine screens and were more likely to have high migraine disability (odds ratio: 1.60, 95% CI: 1.03–2.49) than males. Those with high migraine disability scored lower on role limitations compared to those with low migraine disability. Stress and looking at computer screens were cited as the top trigger for migraine, while sleeping enough hours and getting a massage were cited as top coping mechanisms. Three in four (77%) visited their company clinic within the past 3 months, which meant that most doctors seen for migraine-related symptoms were general practitioners. Five in six (85%) took medication for migraine, almost all of which were over-the-counter medications. Mean annual productivity costs lost due to migraine disability were PHP27 794 (USD556) per person.
Conclusion
Migraine poses a significant threat to work productivity in the Philippines. Many opportunities, such as disease management and introduction of alternative options for migraine treatment, may be introduced to help address these issues.</description><subject>Burden of disease</subject><subject>Cost of illness</subject><subject>Cross-Sectional Studies</subject><subject>Employees</subject><subject>Female</subject><subject>Generalized linear models</subject><subject>Headache</subject><subject>Health care utilization</subject><subject>Health services utilization</subject><subject>Humans</subject><subject>Internal Medicine</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Migraine</subject><subject>Migraine Disorders - epidemiology</subject><subject>Neurology</subject><subject>Pain Medicine</subject><subject>Philippines</subject><subject>Philippines - epidemiology</subject><subject>Productivity</subject><subject>Quality of Life</subject><subject>Questionnaires</subject><subject>Research Article</subject><subject>Workplace</subject><issn>1129-2369</issn><issn>1129-2377</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp9kstu1DAUhiMEoqXwAiyQJTZsAr7Esb1BqioulSrBAtaW48uMB0-c2kmreYq-cp2kDJQFK1s-3_mOLf9V9RrB9wjx9kNGEImmhhjWECGB6vZJdYoQFjUmjD097ltxUr3IeQcLSTh9Xp0QgqCADJ1Wd-dAp5hzna0efexVAHmczAHEHoxbC7opGdsD1Rvg94PSI4gO7P0mKd_bGbqN6RcYUjRT6b_x42FhrycV5n2Bg3cW-B5kG8oIa5aOISht83w8D_m-9cEPQzHml9Uzp0K2rx7Ws-rn508_Lr7WV9--XF6cX9WaNnCsScu5KApHKCUaa4G0a4jDiumOqI5SC7VRRFvIBSNaU9pSY2DrLFfMaUfOqsvVa6LaySH5vUoHGZWXy0FMG6nS6HWwUiAnsGacd8Y1hplOWd7qphhx13Akiuvj6hqmbm-Ntv2YVHgkfVzp_VZu4o1kVEAOcRG8exCkeD3ZPMq9z9qGoHobpyxxQyliGLK2oG__QXdxSuXbZoqhFja4nYV4pZa_TdYdL4OgnLMj1-zIkgi5ZEfO6jd_P-PY8jssBSArkEup39j0Z_Z_tPdTZtLa</recordid><startdate>20201027</startdate><enddate>20201027</enddate><creator>Haw, Nel Jason</creator><creator>Cabaluna, Ian Theodore</creator><creator>Kaw, Germaine Erika</creator><creator>Cortez, Joanna Feliz</creator><creator>Chua, Maria Pamela</creator><creator>Guce, Kristel</creator><general>Springer Milan</general><general>Springer Nature B.V</general><general>BMC</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>NAPCQ</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-2602-4214</orcidid></search><sort><creationdate>20201027</creationdate><title>A cross-sectional study on the burden and impact of migraine on work productivity and quality of life in selected workplaces in the Philippines</title><author>Haw, Nel Jason ; Cabaluna, Ian Theodore ; Kaw, Germaine Erika ; Cortez, Joanna Feliz ; Chua, Maria Pamela ; Guce, Kristel</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c540t-36889acef3553c2c91cf43f2a7cb3ab55e0cda3ce08973cc5565dd06fe8a7fcf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Burden of disease</topic><topic>Cost of illness</topic><topic>Cross-Sectional Studies</topic><topic>Employees</topic><topic>Female</topic><topic>Generalized linear models</topic><topic>Headache</topic><topic>Health care utilization</topic><topic>Health services utilization</topic><topic>Humans</topic><topic>Internal Medicine</topic><topic>Male</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Migraine</topic><topic>Migraine Disorders - epidemiology</topic><topic>Neurology</topic><topic>Pain Medicine</topic><topic>Philippines</topic><topic>Philippines - epidemiology</topic><topic>Productivity</topic><topic>Quality of Life</topic><topic>Questionnaires</topic><topic>Research Article</topic><topic>Workplace</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Haw, Nel Jason</creatorcontrib><creatorcontrib>Cabaluna, Ian Theodore</creatorcontrib><creatorcontrib>Kaw, Germaine Erika</creatorcontrib><creatorcontrib>Cortez, Joanna Feliz</creatorcontrib><creatorcontrib>Chua, Maria Pamela</creatorcontrib><creatorcontrib>Guce, Kristel</creatorcontrib><collection>SpringerOpen</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Nursing and Allied Health Journals</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>ProQuest Pharma Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Psychology Database</collection><collection>Nursing & Allied Health Premium</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Journal of headache and pain</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Haw, Nel Jason</au><au>Cabaluna, Ian Theodore</au><au>Kaw, Germaine Erika</au><au>Cortez, Joanna Feliz</au><au>Chua, Maria Pamela</au><au>Guce, Kristel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A cross-sectional study on the burden and impact of migraine on work productivity and quality of life in selected workplaces in the Philippines</atitle><jtitle>Journal of headache and pain</jtitle><stitle>J Headache Pain</stitle><addtitle>J Headache Pain</addtitle><date>2020-10-27</date><risdate>2020</risdate><volume>21</volume><issue>1</issue><spage>125</spage><epage>125</epage><pages>125-125</pages><artnum>125</artnum><issn>1129-2369</issn><eissn>1129-2377</eissn><abstract>Background
Migraine imposes a substantial personal and economic burden to many working age individuals. This study aimed to evaluate the burden and impact of migraine on work productivity in selected workplaces in the Philippines.
Methods
A cross-sectional survey was conducted among employees suspected or diagnosed with migraine February to May 2020. Volunteer employees were screened for migraine using the ID-Migraine™ test. Eligible employees were tested for migraine severity and impact on work productivity using the Migraine Disability Assessment (MIDAS) questionnaire. Quality of life was measured using the Short Form-36 (SF-36) questionnaire and additional questions on triggers, coping mechanisms, workplace assistance, and health care utilization were asked. Multiple logistic regression was used to identify significant predictors of migraine disability (high – MIDAS Grade III/IV vs. low – MIDAS Grade I/II). Differences in quality of life scores by migraine disability were measured using multiple linear regression. Productivity costs lost to migraine disability were calculated as the number of days lost to migraine multiplied by the self-reported wage rate, and costs according to migraine severity were measured using a two-part generalized linear model.
Results
From around 24,000 employees who were invited to participate in the survey, 954 respondents provided consent and attempted to respond to the survey resulting to a response rate of around 4.1%. A total of 511 positive migraine screens were included in the final sample. Females comprised two-thirds of all positive migraine screens and were more likely to have high migraine disability (odds ratio: 1.60, 95% CI: 1.03–2.49) than males. Those with high migraine disability scored lower on role limitations compared to those with low migraine disability. Stress and looking at computer screens were cited as the top trigger for migraine, while sleeping enough hours and getting a massage were cited as top coping mechanisms. Three in four (77%) visited their company clinic within the past 3 months, which meant that most doctors seen for migraine-related symptoms were general practitioners. Five in six (85%) took medication for migraine, almost all of which were over-the-counter medications. Mean annual productivity costs lost due to migraine disability were PHP27 794 (USD556) per person.
Conclusion
Migraine poses a significant threat to work productivity in the Philippines. Many opportunities, such as disease management and introduction of alternative options for migraine treatment, may be introduced to help address these issues.</abstract><cop>Milan</cop><pub>Springer Milan</pub><pmid>33109071</pmid><doi>10.1186/s10194-020-01191-6</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-2602-4214</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Burden of disease Cost of illness Cross-Sectional Studies Employees Female Generalized linear models Headache Health care utilization Health services utilization Humans Internal Medicine Male Medicine Medicine & Public Health Migraine Migraine Disorders - epidemiology Neurology Pain Medicine Philippines Philippines - epidemiology Productivity Quality of Life Questionnaires Research Article Workplace |
title | A cross-sectional study on the burden and impact of migraine on work productivity and quality of life in selected workplaces in the Philippines |
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