Self-rated health in adolescence as a predictor of ‘multi-illness’ in early adulthood: A prospective registry-based Norwegian HUNT study
Self-rated health (SRH) is a marker of future health and a possible predictor of future multimorbidity, which is a major challenge for population health and health care. There is a lack of studies on adolescent SRH and patterns of health problems across the transitional period from adolescence to ea...
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Published in | SSM - population health Vol. 11; p. 100604 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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01.08.2020
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Abstract | Self-rated health (SRH) is a marker of future health and a possible predictor of future multimorbidity, which is a major challenge for population health and health care. There is a lack of studies on adolescent SRH and patterns of health problems across the transitional period from adolescence to early adulthood. Therefore, this study aimed to identify groups of people with similar health problems in early adulthood and explore the predictive value of adolescent SRH on the group classification after a period of 10–19 years. Data from 8828 adolescents participating in the Young HUNT-1 survey (1995–1997) were linked to the Norwegian registry of general practitioner (GP) claims, which includes diagnoses recorded in GP consultations in 2006–2014. We used latent class analysis (LCA) to identify groups of patients with similar health problems in early adulthood and explored SRH as a predictor of class membership using latent class regression, adjusting for baseline chronic disease, frequency of health care attendance, sex and age. The mean age at baseline was 16 years, and 50% of the participants were female. SRH was reported as very good by 28%, good by 61% and not good by 11%. We identified five groups of patient classification (classes): Healthy (35%), Infections and general problems (26%), Musculoskeletal problems (21%), Psychological problems (6%) and Multi-illness (13%). We found a gradual increase in the probability of belonging to the Healthy class with better SRH, and an inverse pattern for the Psychological and Multi-illness classes. This pattern remained after adjusting for baseline variables. In conclusion, there is a clear association between adolescent SRH and the risk of having multi-illness in early adulthood, seen as a proxy for later multimorbidity. This finding warrants greater attention to SRH in adolescence as a possible indicator in targeted prevention of future health problems.
•Adolescent self-rated health (SRH) predicted health problems 10–19 years later.•Patients were classified into five groups with similar patterns of health problems.•Better SRH increased the probability of adults belonging to the healthiest group.•Not good SRH tripled the risk for multi-illness compared to very good SRH.•Low SRH in adolescence is a possible predictor of multimorbidity in adulthood. |
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AbstractList | Self-rated health (SRH) is a marker of future health and a possible predictor of future multimorbidity, which is a major challenge for population health and health care. There is a lack of studies on adolescent SRH and patterns of health problems across the transitional period from adolescence to early adulthood. Therefore, this study aimed to identify groups of people with similar health problems in early adulthood and explore the predictive value of adolescent SRH on the group classification after a period of 10–19 years. Data from 8828 adolescents participating in the Young HUNT-1 survey (1995–1997) were linked to the Norwegian registry of general practitioner (GP) claims, which includes diagnoses recorded in GP consultations in 2006–2014. We used latent class analysis (LCA) to identify groups of patients with similar health problems in early adulthood and explored SRH as a predictor of class membership using latent class regression, adjusting for baseline chronic disease, frequency of health care attendance, sex and age. The mean age at baseline was 16 years, and 50% of the participants were female. SRH was reported as very good by 28%, good by 61% and not good by 11%. We identified five groups of patient classification (classes): Healthy (35%), Infections and general problems (26%), Musculoskeletal problems (21%), Psychological problems (6%) and Multi-illness (13%). We found a gradual increase in the probability of belonging to the Healthy class with better SRH, and an inverse pattern for the Psychological and Multi-illness classes. This pattern remained after adjusting for baseline variables. In conclusion, there is a clear association between adolescent SRH and the risk of having multi-illness in early adulthood, seen as a proxy for later multimorbidity. This finding warrants greater attention to SRH in adolescence as a possible indicator in targeted prevention of future health problems.
•Adolescent self-rated health (SRH) predicted health problems 10–19 years later.•Patients were classified into five groups with similar patterns of health problems.•Better SRH increased the probability of adults belonging to the healthiest group.•Not good SRH tripled the risk for multi-illness compared to very good SRH.•Low SRH in adolescence is a possible predictor of multimorbidity in adulthood. Self-rated health (SRH) is a marker of future health and a possible predictor of future multimorbidity, which is a major challenge for population health and health care. There is a lack of studies on adolescent SRH and patterns of health problems across the transitional period from adolescence to early adulthood. Therefore, this study aimed to identify groups of people with similar health problems in early adulthood and explore the predictive value of adolescent SRH on the group classification after a period of 10–19 years. Data from 8828 adolescents participating in the Young HUNT-1 survey (1995–1997) were linked to the Norwegian registry of general practitioner (GP) claims, which includes diagnoses recorded in GP consultations in 2006–2014. We used latent class analysis (LCA) to identify groups of patients with similar health problems in early adulthood and explored SRH as a predictor of class membership using latent class regression, adjusting for baseline chronic disease, frequency of health care attendance, sex and age. The mean age at baseline was 16 years, and 50% of the participants were female. SRH was reported as very good by 28%, good by 61% and not good by 11%. We identified five groups of patient classification (classes): Healthy (35%), Infections and general problems (26%), Musculoskeletal problems (21%), Psychological problems (6%) and Multi-illness (13%). We found a gradual increase in the probability of belonging to the Healthy class with better SRH, and an inverse pattern for the Psychological and Multi-illness classes. This pattern remained after adjusting for baseline variables. In conclusion, there is a clear association between adolescent SRH and the risk of having multi-illness in early adulthood, seen as a proxy for later multimorbidity. This finding warrants greater attention to SRH in adolescence as a possible indicator in targeted prevention of future health problems. Self-rated health (SRH) is a marker of future health and a possible predictor of future multimorbidity, which is a major challenge for population health and health care. There is a lack of studies on adolescent SRH and patterns of health problems across the transitional period from adolescence to early adulthood. Therefore, this study aimed to identify groups of people with similar health problems in early adulthood and explore the predictive value of adolescent SRH on the group classification after a period of 10–19 years. Data from 8828 adolescents participating in the Young HUNT-1 survey (1995–1997) were linked to the Norwegian registry of general practitioner (GP) claims, which includes diagnoses recorded in GP consultations in 2006–2014. We used latent class analysis (LCA) to identify groups of patients with similar health problems in early adulthood and explored SRH as a predictor of class membership using latent class regression, adjusting for baseline chronic disease, frequency of health care attendance, sex and age. The mean age at baseline was 16 years, and 50% of the participants were female. SRH was reported as very good by 28%, good by 61% and not good by 11%. We identified five groups of patient classification ( classes ): Healthy (35%), Infections and general problems (26%), Musculoskeletal problems (21%), Psychological problems (6%) and Multi-illness (13%). We found a gradual increase in the probability of belonging to the Healthy class with better SRH, and an inverse pattern for the Psychological and Multi-illness classes. This pattern remained after adjusting for baseline variables. In conclusion, there is a clear association between adolescent SRH and the risk of having multi-illness in early adulthood, seen as a proxy for later multimorbidity. This finding warrants greater attention to SRH in adolescence as a possible indicator in targeted prevention of future health problems. • Adolescent self-rated health (SRH) predicted health problems 10–19 years later. • Patients were classified into five groups with similar patterns of health problems. • Better SRH increased the probability of adults belonging to the healthiest group. • Not good SRH tripled the risk for multi-illness compared to very good SRH. • Low SRH in adolescence is a possible predictor of multimorbidity in adulthood. |
ArticleNumber | 100604 |
Author | Hufthammer, Karl Ove Breidablik, Hans J. Vie, Tina L. Jahanlu, David Meland, Eivind Hetlevik, Øystein |
Author_xml | – sequence: 1 givenname: Øystein surname: Hetlevik fullname: Hetlevik, Øystein email: Oystein.Hetlevik@uib.no organization: Department of Global Public Health and Primary Care, University of Bergen, 5020, Bergen, Norway – sequence: 2 givenname: Eivind surname: Meland fullname: Meland, Eivind email: Eivind.Meland@uib.no organization: Department of Global Public Health and Primary Care, University of Bergen, 5020, Bergen, Norway – sequence: 3 givenname: Karl Ove surname: Hufthammer fullname: Hufthammer, Karl Ove email: Karl.Ove.Hufthammer@helse-bergen.no organization: Centre for Clinical Research, Haukeland University Hospital, Bergen, Norway – sequence: 4 givenname: Hans J. surname: Breidablik fullname: Breidablik, Hans J. email: Hans.Johan.Breidablik@helse-forde.no organization: Centre of Health Research, Førde Hospital Trust, PO Box1000, 6807, Førde, Norway – sequence: 5 givenname: David surname: Jahanlu fullname: Jahanlu, David email: David.Jahanlu@oslomet.no organization: Faculty of Health Sciences, Oslo Metropolitan University, PO Box 4, St. Olavs Plass, 0130, Oslo, Norway – sequence: 6 givenname: Tina L. surname: Vie fullname: Vie, Tina L. email: Tina.Lokke.Vie@helse-forde.no organization: Centre of Health Research, Førde Hospital Trust, PO Box1000, 6807, Førde, Norway |
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CitedBy_id | crossref_primary_10_1186_s12889_023_15814_5 crossref_primary_10_1186_s12889_023_16910_2 crossref_primary_10_3390_ijerph18031310 crossref_primary_10_7759_cureus_43776 crossref_primary_10_1016_j_mhpa_2021_100384 crossref_primary_10_1057_s41599_024_02699_x crossref_primary_10_1080_17441692_2021_2007974 crossref_primary_10_1111_jir_12845 crossref_primary_10_15280_jlm_2022_12_3_153 crossref_primary_10_3389_fpsyt_2024_1404574 crossref_primary_10_1186_s13034_023_00591_1 crossref_primary_10_3399_bjgp20X714173 |
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Keywords | Early adulthood Health complaints Norway Adolescent Latent class analyses General practice Self-rated health Diagnosis |
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