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Baumann-Larsen M, Zwart JA, Dyb G, Wentzel-Larsen T, Stangeland H, Storheim K, Stensland SØ. Killing pain? A prospective population-based study on trauma exposure in childhood as predictor for frequent use of over-the-counter analgesics in young adulthood. The HUNT study. Psychiatry Res 2023; 327:115400. [PMID: 37574601 DOI: 10.1016/j.psychres.2023.115400] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 07/14/2023] [Accepted: 07/30/2023] [Indexed: 08/15/2023]
Abstract
Frequent and increasing use of over-the-counter analgesics (OTCA) is a public health concern. Pain conditions and psychological distress are related to frequent OTCA use, and as exposure to potentially traumatic events (PTE) in childhood appears to increase risk of experiencing such symptoms, we aimed to assess childhood PTEs and related symptoms in adolescence as predictors for frequent OTCA use in young adulthood. Prospective population survey data were used (n = 2947, 59.1% female, 10-13 years follow-up). Exposure to PTEs, symptoms of post-traumatic stress, anxiety and depression, musculoskeletal pain and headache were assessed in adolescence (13-19 years). Use of OTCA was assessed in young adulthood (22-32 years) and use of OTCA to treat musculoskeletal pain and headache served as separate outcomes in ordinal logistic regression analyses. Overall, exposure to childhood PTEs, particularly direct interpersonal violence, was significantly and consistently related to more frequent use of OTCA to treat musculoskeletal pain and headaches in young adulthood. Adjusting for psychological symptoms and pain attenuated associations, indicating that these symptoms are of importance for the relationship between traumatic events and OTCA use. These findings emphasize the need to address symptomatology and underlying causes at an early age.
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Affiliation(s)
- Monica Baumann-Larsen
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
| | - John-Anker Zwart
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Grete Dyb
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
| | - Tore Wentzel-Larsen
- Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway; Centre for Child and Adolescent Mental Health, Eastern and Southern Norway, Oslo, Norway
| | - Helle Stangeland
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway; Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
| | - Kjersti Storheim
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway; Department of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway
| | - Synne Øien Stensland
- Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway; Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
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Baumann-Larsen M, Dyb G, Wentzel-Larsen T, Zwart JA, Storheim K, Stensland SØ. Exposure to traumatic events and use of over-the-counter analgesics in adolescents: cross-sectional findings from the Young-HUNT study. BMJ Open 2023; 13:e066058. [PMID: 36931675 PMCID: PMC10030485 DOI: 10.1136/bmjopen-2022-066058] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/19/2023] Open
Abstract
OBJECTIVE Frequent and increasing use of over-the-counter analgesics (OTCA) among adolescents is a public health concern. Prior research indicates that adolescents exposed to traumatic events may be at increased risk of suffering from headaches and musculoskeletal pain. In this study, we assessed the association between trauma exposure and use of OTCA for headaches and musculoskeletal pain. DESIGN A cross-sectional population study among adolescents, self-reported data on trauma exposure, pain and use of OTCA. SETTING AND PARTICIPANTS All 10 608 adolescents aged 13-19 years in a region of Norway were invited in this school-based survey, participation rate was 76%. OUTCOME MEASURE Frequency of OTCA use for headache and musculoskeletal pain served as separate outcomes in ordinal logistic regression analyses. RESULTS Trauma exposure was significantly and consistently related to higher frequency use of OTCA for headache and musculoskeletal pain, of which associations for bullying (OR 1.79, 95% CI 1.50 to 2.12, and OR 2.12, 95% CI 1.70 to 2.66), physical violence (OR 1.49, 95% CI 1.25 to 1.78 and OR 1.83, 95% CI 1.45 to 2.32) and sexual abuse (OR 1.83, 95% CI 1.55 to 2.18 and OR 1.53, 95% CI 1.18 to 1.90) were particularly strong. A dose-response relationship was found between interpersonal violence and OTCA use for headache (OR 1.46, 95% CI 1.29 to 1.66 for one type and OR 1.81, 95% CI 1.53 to 2.14 for two or more types) and musculoskeletal pain (OR 1.61, 95% CI 1.91 to 3.00 for one type and OR 2.39, 95% CI 1.91 to 3.00 for two or more types). The associations remained significant after adjustment for pain, although an attenuation in strength was observed. CONCLUSION Trauma exposed adolescents use OTCA for headaches and musculoskeletal pain more frequently than those not exposed. The higher frequency of pain conditions among trauma exposed only partially explained their more frequent OTCA use, indicating an increased risk relating to features beyond frequency of pain.
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Affiliation(s)
- Monica Baumann-Larsen
- Department of Research and Innovation, Oslo University Hospital Division of Clinical Neuroscience, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo Faculty of Medicine, Oslo, Norway
| | - Grete Dyb
- Institute of Clinical Medicine, University of Oslo Faculty of Medicine, Oslo, Norway
- Section for Trauma, catastrophes and forced migration - children and youths, Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
| | - Tore Wentzel-Larsen
- Section for Trauma, catastrophes and forced migration - children and youths, Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
- Regional Centre for Child and Adolescent Mental Health Eastern and Southern Norway, Oslo, Norway
| | - John-Anker Zwart
- Department of Research and Innovation, Oslo University Hospital Division of Clinical Neuroscience, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo Faculty of Medicine, Oslo, Norway
| | - Kjersti Storheim
- Department of Research and Innovation, Oslo University Hospital Division of Clinical Neuroscience, Oslo, Norway
- Department of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway
| | - Synne Øien Stensland
- Department of Research and Innovation, Oslo University Hospital Division of Clinical Neuroscience, Oslo, Norway
- Section for Trauma, catastrophes and forced migration - children and youths, Norwegian Centre for Violence and Traumatic Stress Studies, Oslo, Norway
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Prada-Ramallal G, Roque F, Herdeiro MT, Takkouche B, Figueiras A. Primary versus secondary source of data in observational studies and heterogeneity in meta-analyses of drug effects: a survey of major medical journals. BMC Med Res Methodol 2018; 18:97. [PMID: 30261846 PMCID: PMC6161342 DOI: 10.1186/s12874-018-0561-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 09/18/2018] [Indexed: 12/17/2022] Open
Abstract
Background The data from individual observational studies included in meta-analyses of drug effects are collected either from ad hoc methods (i.e. “primary data”) or databases that were established for non-research purposes (i.e. “secondary data”). The use of secondary sources may be prone to measurement bias and confounding due to over-the-counter and out-of-pocket drug consumption, or non-adherence to treatment. In fact, it has been noted that failing to consider the origin of the data as a potential cause of heterogeneity may change the conclusions of a meta-analysis. We aimed to assess to what extent the origin of data is explored as a source of heterogeneity in meta-analyses of observational studies. Methods We searched for meta-analyses of drugs effects published between 2012 and 2018 in general and internal medicine journals with an impact factor > 15. We evaluated, when reported, the type of data source (primary vs secondary) used in the individual observational studies included in each meta-analysis, and the exposure- and outcome-related variables included in sensitivity, subgroup or meta-regression analyses. Results We found 217 articles, 23 of which fulfilled our eligibility criteria. Eight meta-analyses (8/23, 34.8%) reported the source of data. Three meta-analyses (3/23, 13.0%) included the method of outcome assessment as a variable in the analysis of heterogeneity, and only one compared and discussed the results considering the different sources of data (primary vs secondary). Conclusions In meta-analyses of drug effects published in seven high impact general medicine journals, the origin of the data, either primary or secondary, is underexplored as a source of heterogeneity. Electronic supplementary material The online version of this article (10.1186/s12874-018-0561-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Guillermo Prada-Ramallal
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, c/ San Francisco s/n, 15786, Santiago de Compostela, A Coruña, Spain.,Health Research Institute of Santiago de Compostela (Instituto de Investigación Sanitaria de Santiago de Compostela - IDIS), Clinical University Hospital of Santiago de Compostela, 15706, Santiago de Compostela, Spain
| | - Fatima Roque
- Research Unit for Inland Development, Polytechnic of Guarda (Unidade de Investigação para o Desenvolvimento do Interior - UDI/IPG), 6300-559, Guarda, Portugal.,Health Sciences Research Centre, University of Beira Interior (Centro de Investigação em Ciências da Saúde - CICS/UBI), 6200-506, Covilhã, Portugal
| | - Maria Teresa Herdeiro
- Department of Medical Sciences & Institute for Biomedicine - iBiMED, University of Aveiro, 3810-193, Aveiro, Portugal.,Higher Polytechnic & University Education Co-operative (Cooperativa de Ensino Superior Politécnico e Universitário - CESPU), Institute for Advanced Research & Training in Health Sciences & Technologies, 4585-116, Gandra, Portugal
| | - Bahi Takkouche
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, c/ San Francisco s/n, 15786, Santiago de Compostela, A Coruña, Spain.,Health Research Institute of Santiago de Compostela (Instituto de Investigación Sanitaria de Santiago de Compostela - IDIS), Clinical University Hospital of Santiago de Compostela, 15706, Santiago de Compostela, Spain.,Consortium for Biomedical Research in Epidemiology & Public Health (CIBER en Epidemiología y Salud Pública - CIBERESP), Santiago de Compostela, Spain
| | - Adolfo Figueiras
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, c/ San Francisco s/n, 15786, Santiago de Compostela, A Coruña, Spain. .,Health Research Institute of Santiago de Compostela (Instituto de Investigación Sanitaria de Santiago de Compostela - IDIS), Clinical University Hospital of Santiago de Compostela, 15706, Santiago de Compostela, Spain. .,Consortium for Biomedical Research in Epidemiology & Public Health (CIBER en Epidemiología y Salud Pública - CIBERESP), Santiago de Compostela, Spain.
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Vestergaard S, Ravn P, Hallgreen CE, Kaae S. Differences and similarities in medicine use, perceptions and sharing among adolescents in two different educational settings. Int J Adolesc Med Health 2017; 32:/j/ijamh.ahead-of-print/ijamh-2017-0097/ijamh-2017-0097.xml. [PMID: 29168961 DOI: 10.1515/ijamh-2017-0097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 09/17/2017] [Indexed: 06/07/2023]
Abstract
Background Evidence suggests that there are differences in medicine habits among adolescents with different sociodemographic backgrounds and that peers might also influence medicine use. More knowledge is needed regarding how these aspects together affect how different young people use medicines. Objective To explore the differences in medicine use, perceptions and sharing between adolescents at two different educational (and socio-demographic) settings and assess the influence of parents and peers. Subjects Fifty-nine students from a private high school (HS) and 34 students from a public vocational school (VS) in Denmark between the ages of 15 and 19 years old were subjects in this study. Methods A questionnaire was used that included background, medicine consumption, perceptions and social interaction. Descriptive analyses along with a Fishers test were used to determine differences and similarities between students' medicine patterns at the school settings. Results Of the 93 respondents, 74% used medicine within the past month, with females using more medicines. A significant difference was found with students at the VS using a higher number of medicines. Analgesics were the most frequently consumed medicine; however, reasons for using medicines appear to vary between the schools. Similarities between the schools were identified for perception of safety, sharing medicine and talking primarily with parents about medicine. Conclusion Fewer differences between students' medicine use at two educational settings than expected were identified, showing that aspects other than social background influence adolescents' use of medicine. A general tendency among young people believing that using medicines is a safe might explain these findings.
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Affiliation(s)
- Stense Vestergaard
- Section for Social and Clinical Pharmacy, Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Pernille Ravn
- Department of Public Health, Clinical Pharmacology, University of Southern Denmark, Odense, Denmark
| | - Christine Erikstrup Hallgreen
- Copenhagen Centre for Regulatory Science, Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Susanne Kaae
- Section for Social and Clinical Pharmacy, Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, 2100 København Ø, Copenhagen, Denmark, Phone: +4535336273
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