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Andersson, A., Tayebi, N., Isakovic, B., Larsson, H., Larm, P., Latvala, A., . . . Evans, B. (2026). Neighborhood social structure in Sweden: A latent transition analysis using registry data from 1991 to 2020. Cities, 168, Article ID 106466.
Open this publication in new window or tab >>Neighborhood social structure in Sweden: A latent transition analysis using registry data from 1991 to 2020
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2026 (English)In: Cities, ISSN 0264-2751, E-ISSN 1873-6084, Vol. 168, article id 106466Article in journal (Refereed) Published
Abstract [en]

Background: Neighborhoods shape daily life through physical and social structures, such as socioeconomic conditions, population density, and resident turnover. Decades of research link neighborhood characteristics to health and behavioral outcomes. However, these factors are often studied independently, neglecting their interrelated nature.

Methods: Using Swedish population registry data, we employed latent class analyses to identify neighborhood typologies across six timepoints spanning 1991–2020. Neighborhoods, defined by Demographic Statistical Areas, were characterized by socioeconomic conditions, ethnic heterogeneity, residential instability, and urbanicity. Latent transition analyses examined changes over time.

Results: Four neighborhood types emerged in the early period (1991–2000): Rural Low-Diversity (45 %), Urban Professional (27 %), Urban Affluent (21 %), and Resource-Limited (7 %). From 2001 onwards, five types were identified, with the addition of Urban High-Diversity (9 %) and Rural Resource-Limited (3 %). Three types, Rural Low-Diversity, Urban Professional, and Urban Affluent, persisted across 30 years, representing 87–93 % of neighborhoods, with over 90 % of neighborhoods retaining their classification over time.

Conclusions: This multidimensional framework offers a foundation for future research, urban planning, and policy development.

National Category
Human Geography Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:su:diva-247262 (URN)10.1016/j.cities.2025.106466 (DOI)001574937600002 ()2-s2.0-105015891262 (Scopus ID)
Available from: 2025-09-24 Created: 2025-09-24 Last updated: 2025-10-06Bibliographically approved
Björklund, C., Sivertsson, F., Landberg, J., Raninen, J. & Larm, P. (2025). Latent classes of substance use and delinquency in a Swedish national sample of adolescents and associated risk factors. PLOS ONE, 20(5 May), Article ID e0322515.
Open this publication in new window or tab >>Latent classes of substance use and delinquency in a Swedish national sample of adolescents and associated risk factors
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2025 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 20, no 5 May, article id e0322515Article in journal (Refereed) Published
Abstract [en]

Background Identifying underlying subgroups might be a way to examine the development of co-occurrent substance use and delinquency. The aim of this study was to identify latent classes of substance misuse and delinquency in adolescence and which general risk factors are associated with these classes. Methods Data of two waves from a national representative Swedish birth cohort was used that consisted of 4,013 randomly selected adolescents (Male=1,798, Female=2,201, Missing=14) Latent class analysis was used to identify classes of substance misuse and delinquency at age 17/18 and. logistic regression analysis was used to assess risk factors at age 15/16. Results Identified classes were: “Low/abstainers” (74.80%, n=2858, Male=1191 Female=1656, Missing=11) which acted as reference, “Alcohol only” (22.21%, n=849, Male=420, Female=426, Missing=3), “Polydrug use and crime” (2.15%, n=82, Male=52, Female=30) and “High crime” (0.84%, n=32, Male=30, Females=2). Factors associated with belonging to any classes engaging in substance use and delinquency were lower parental support, supervision, peer problems, and higher conduct problems, sensation-seeking behavior, distrust in society, and truancy. Conclusions Most people did not engage in substance use or delinquency. When accounting for less frequent behaviors such as normative adolescent drinking and one-time events of crime and drug use, about 3% of the population engaged in co-occurring substance use and delinquency. Several different factors from several domains where related to belonging to a class that used substances and/or engaged in delinquency. There were indications that the most extensive users and offender displayed a wide variety of severe level risk factors, which could have implications for targeted interventions. Though, statistical power was a problem and future research should use larger samples or alternative methods.

National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:su:diva-243352 (URN)10.1371/journal.pone.0322515 (DOI)001488709600016 ()40315216 (PubMedID)2-s2.0-105004072195 (Scopus ID)
Available from: 2025-05-22 Created: 2025-05-22 Last updated: 2025-10-28Bibliographically approved
Larm, P., Fjällström, O., Åslund, C., Nilsson, K. W. & Giannotta, F. (2025). The Increased Trend of Nondrinking Among Adolescents in Sweden: Do They Use Other Substances Instead of Alcohol?. Journal of Studies on Alcohol and Drugs, 86(4), 491-499
Open this publication in new window or tab >>The Increased Trend of Nondrinking Among Adolescents in Sweden: Do They Use Other Substances Instead of Alcohol?
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2025 (English)In: Journal of Studies on Alcohol and Drugs, ISSN 1937-1888, E-ISSN 1938-4114, Vol. 86, no 4, p. 491-499Article in journal (Refereed) Published
Abstract [en]

OBJECTIVE: Recently, an increased trend toward nondrinking among adolescents has arisen. Thus, the aim of this study was to evaluate the popular view in Sweden that adolescents have replaced alcohol with illicit drugs or other substances and to examine whether the use of illicit drugs, cigarettes, and/or snus among moderate and heavy alcohol users has changed. METHOD: Data were taken from a large population-based health survey distributed in 1995, 1997, 2001, 2004, 2006, 2008, 2010, 2012, 2014, 2017, and 2020, covering all students in 9th grade (15-16 years) and 11th grade (17-18 years) in a mid-sized Swedish county. RESULTS: The proportion of nondrinkers who used other substances was very low, varying from 1.1% to 3.3% for illicit drugs, from 1.0% to 7.6% for current smoking, and from 1.2% to 6.2% for snus use. Further, no change was found in illicit drug use among moderate and heavy alcohol users from 2004 to 2017, but current smoking and snus use decreased. However, when compared with low alcohol users, moderate and heavy alcohol users had a higher probability of illicit drug use, cigarette smoking, and snus use. CONCLUSIONS: Adolescents have not replaced alcohol with other substances. When compared with low alcohol users, moderate and heavy alcohol users are more likely to use illicit drugs and nicotine. The low prevalence of substance use among nondrinkers may indicate that preventing alcohol use could have additional positive effects on illicit drug and nicotine use.

National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:su:diva-245754 (URN)10.15288/jsad.24-00149 (DOI)001541996500004 ()40254558 (PubMedID)2-s2.0-105009949805 (Scopus ID)
Available from: 2025-08-25 Created: 2025-08-25 Last updated: 2025-08-25Bibliographically approved
Giannotta, F., Nilsson, K. W., Åslund, C., Olofdotter, S., Vadlin, S. & Larm, P. (2024). Anxiety, Sleep Problems, and Vigorous Physical Activity: Bidirectional Associations from Early Adolescence to Early Adulthood in Swedish Adolescents. Journal of Youth and Adolescence, 53(6), 1355-1369
Open this publication in new window or tab >>Anxiety, Sleep Problems, and Vigorous Physical Activity: Bidirectional Associations from Early Adolescence to Early Adulthood in Swedish Adolescents
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2024 (English)In: Journal of Youth and Adolescence, ISSN 0047-2891, E-ISSN 1573-6601, Vol. 53, no 6, p. 1355-1369Article in journal (Refereed) Published
Abstract [en]

Anxiety symptoms and sleep problems typically emerge during adolescence and are frequently intertwined. However, there is a dearth of knowledge concerning their reciprocal influence and whether physical activity might play a protective role in this relationship. The present study aims at filling this gap exploring also the moderating role of sex. 915 13-year-old Swedish adolescents (56% girls) answered a survey conducted four times: at ages 13 (T1), 16 (T2), 19 (T3), and 22 (T4). A random intercept cross-lagged panel model was used. At within-levels, sleep problems and anxiety symptoms had a bidirectional positive association in middle adolescence. Vigorous physical activity and anxiety symptoms showed a reciprocal negative association from middle adolescence. Vigorous physical activity and sleep problems were reciprocally associated only in late adolescence. Associations were the same for girls and boys. This study demonstrated that the relations between anxiety symptoms, sleep problems, and vigorous physical activity cannot be understood without adopting a developmental perspective and that middle adolescence is a crucial period to plan interventions to reduce anxiety symptoms and sleep problems.

Keywords
Anxiety, Sleep problems, RI-CPLM, Physical activity, Reciprocal associations
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:su:diva-228871 (URN)10.1007/s10964-024-01980-1 (DOI)001197349700002 ()38580891 (PubMedID)2-s2.0-85189607014 (Scopus ID)
Available from: 2024-05-06 Created: 2024-05-06 Last updated: 2025-02-20Bibliographically approved
Björklund, C., Landberg, J., Sivertsson, F. & Larm, P. (2024). Co-Occurring Alcohol Misuse and Criminal Offending in Adolescence: Is It a Matter of Similarity, Severity, or Accumulation of Risk Factors?. Journal of Studies on Alcohol and Drugs, 85(3), 371-380
Open this publication in new window or tab >>Co-Occurring Alcohol Misuse and Criminal Offending in Adolescence: Is It a Matter of Similarity, Severity, or Accumulation of Risk Factors?
2024 (English)In: Journal of Studies on Alcohol and Drugs, ISSN 1937-1888, E-ISSN 1938-4114, Vol. 85, no 3, p. 371-380Article in journal (Refereed) Published
Abstract [en]

Objective: Alcohol misuse and criminal offending often co-occur, and although previous studies indicate an overlap in risk factors, this evidence originates from studies focusing on either alcohol misuse or criminal offending. Co-occurrence might also stem from the severity or accumulation of risk factors. The aim of the following study was to examine whether risk factors for developing co-occurring alcohol misuse and criminal offending in adolescence are similar or unique, and to examine whether risk factors are more severe or accumulative compared with alcohol misuse only and criminal offending only. Method: Data were used from the prospective longitudinal project Futura01, consisting of 4,013 randomly selected adolescents in Sweden (males: n = 1,798). Outcomes and a wide variety of risk factors were measured by self-report at two time points. Logistic regression analysis was carried out on groups of (a) no behavior (reference), (b) alcohol misuse only, (c) criminal offending only, and (d) co-occurring behaviors. Results: The findings indicated that similar factors predicted co-occurring behaviors for alcohol misuse only and criminal offending only. Regarding severity, only more severe sensation seeking was associated with co-occurring behaviors compared with alcohol misuse and criminal offending only. Instead, an accumulation of risks (i.e., more risk factors present) increased the probability of co-occurring behaviors compared with alcohol misuse only and criminal offending only. Conclusions: The results indicated that the risk factors for developing co-occurring alcohol misuse and criminal offending in adolescence are similar rather than unique and that it is the accumulation of the risk factors, as opposed to their severity, that is associated with co-occurring behaviors when comparing with alcohol misuse and criminal offending only.

National Category
Sociology (Excluding Social Work, Social Anthropology, Demography and Criminology)
Identifiers
urn:nbn:se:su:diva-235913 (URN)10.15288/jsad.22-00379 (DOI)001262726900010 ()38206650 (PubMedID)2-s2.0-85192416130 (Scopus ID)
Available from: 2024-11-26 Created: 2024-11-26 Last updated: 2025-10-28Bibliographically approved
Sjödin, L., Raninen, J. & Larm, P. (2024). Early Drinking Onset and Subsequent Alcohol Use in Late Adolescence: a Longitudinal Study of Drinking Patterns. Journal of Adolescent Health, 74(6), 1225-1230
Open this publication in new window or tab >>Early Drinking Onset and Subsequent Alcohol Use in Late Adolescence: a Longitudinal Study of Drinking Patterns
2024 (English)In: Journal of Adolescent Health, ISSN 1054-139X, E-ISSN 1879-1972, Vol. 74, no 6, p. 1225-1230Article in journal (Refereed) Published
Abstract [en]

Purpose: The age of drinking onset is a central concept for both policy and prevention of alcohol-related harm, yet evidence on the predictive value of the age of onset is lacking. This study compares alcohol outcomes of adolescents who started to drink early with those who started later, and tests if associations are moderated by other explanatory factors.

Methods: Data from a two-wave longitudinal prospective cohort survey with a Swedish nationwide sample of 4,018 adolescents aged 15/16 years at baseline (T1) and 17/18 years at follow-up (T2) were used. Outcome variables at T2 were Alcohol Use Disorders Identification Test (AUDIT)–C, risky drinking, and binge drinking monthly or more often. A vast number of explanatory factors at T1 were controlled for.

Results: Early drinking onset predicted later higher AUDIT-C scores (β = 0.57, p value < .001), and higher probability of risky drinking (odds ratio = 1.95, 95% confidence interval = 1.56–2.44), and binge drinking (odds ratio = 1.38, confidence interval = 1.06–1.81), controlled for other explanatory factors. If binge drinking frequency at T1 was included, the associations remained for AUDIT-C and risky drinking, but not for binge drinking at T2. No significant interactions between early drinking onset and the explanatory factors were found.

Discussion: Early drinking onset predicts subsequent higher alcohol consumption in late adolescence. Adolescents who had an early drinking onset drank more after 2 years than their peers who started later. The age of drinking onset is an independent predictor of alcohol use outcomes, beyond the effect of age of binge drinking onset.

Keywords
Adolescents, Age, Alcohol, Drinking, Early, Initiation, Late, Onset
National Category
Drug Abuse and Addiction
Identifiers
urn:nbn:se:su:diva-235768 (URN)10.1016/j.jadohealth.2024.02.014 (DOI)001292928300001 ()38493398 (PubMedID)2-s2.0-85187990287 (Scopus ID)
Available from: 2024-11-25 Created: 2024-11-25 Last updated: 2025-02-11Bibliographically approved
Wahlström, E., Harder, M., Holmström, I. K., Larm, P. & Golsäter, M. (2024). Reading the signs in health visits—Perspectives of adolescents with migration experiences on encounters with school nurses. Nursing Open, 11(6), Article ID e2217.
Open this publication in new window or tab >>Reading the signs in health visits—Perspectives of adolescents with migration experiences on encounters with school nurses
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2024 (English)In: Nursing Open, E-ISSN 2054-1058, Vol. 11, no 6, article id e2217Article in journal (Refereed) Published
Abstract [en]

Aim: To explore the experiences of health visits within the school health services from the perspective of adolescents with migration experiences. Design: A descriptive qualitative study. Methods: Data were collected using focus groups and semi-structured individual interviews with adolescents with migration experiences aged 13–17 years old. Analysis was conducted using reflexive thematic analysis. Results: The results described adolescents reading the signs in the guided interaction between them and the school nurses. Reading the signs illustrated the adolescents' continuous interpretation of the interaction with the school nurse, and their decisions on how to respond throughout the health visit. These interpretations influenced the adolescents' shifting willingness to talk about their health and how they adapted to the space of participation provided by the school nurse. The interpretation also influenced their experiences of health visits as focusing on their health without making them feel singled out. Conclusion: Although individual considerations might be warranted in health visits with adolescents with migration experiences, the results indicate that similarities in intrapersonal communication in various encounters between adolescents and health professionals might be greater than any differences. Healthcare encounters with adolescents with migration experiences might thus need to be conducted with an awareness that adolescents read the signs in the guided interaction and that similarities in this interaction are greater than any differences.

Keywords
adolescents, health visits, migration, nursing, school, school health services
National Category
Nursing
Identifiers
urn:nbn:se:su:diva-235626 (URN)10.1002/nop2.2217 (DOI)001249129100001 ()38890791 (PubMedID)2-s2.0-85196259123 (Scopus ID)
Available from: 2024-11-18 Created: 2024-11-18 Last updated: 2024-11-18Bibliographically approved
Buli, B. G., Larm, P., Nilsson, K. & Giannotta, F. (2024). Trends in adolescent mental health problems 2004–2020: do sex and socioeconomic status play any role?. Scandinavian Journal of Public Health, 52(5), 565-572
Open this publication in new window or tab >>Trends in adolescent mental health problems 2004–2020: do sex and socioeconomic status play any role?
2024 (English)In: Scandinavian Journal of Public Health, ISSN 1403-4948, E-ISSN 1651-1905, Vol. 52, no 5, p. 565-572Article in journal (Refereed) Published
Abstract [en]

Aims: This study aims to investigate trends in four types of adolescent mental health problems; that is, psychosomatic symptoms, depressive symptoms, suicidal ideations, and suicide attempts 2004–2020. A second aim is to investigate the moderating roles of socioeconomic status and sex in these trends.

Methods: The analysis is based on repeated cross-sectional data 2004–2020 among grade 9 students in secondary schools in a Swedish county. In total, data from 19,873 students were included in the analysis. We fitted linear and logistic regression equations and used survey-years’ coefficients to estimate the trends. We also estimated the moderating effects of socioeconomic status and sex using interactions between survey year and socioeconomic status and sex, respectively.

Results: The trends in all mental health problems declined over time. Through its interaction with survey year, socioeconomic status moderated the trends; psychosomatic symptoms (B = −0.115, P<0.001), depressive symptoms (B = −0.084, P<0.001) and suicidal ideations (odds ratio 0.953, confidence interval 0.924–0.983) significantly declined over time among those with high socioeconomic status. However, socioeconomic status did not have an association with the trend in suicide attempts. Interaction between sex and year of survey was associated with significant decreasing trends in depressive symptoms and suicidal ideations only among girls.

Conclusions: Adolescent mental health problems have decreased over time, but only for adolescents with high socioeconomic status, or only in depressive symptoms and suicidal ideations for girls. The results shed light on the growing inequalities in health outcomes across levels of socioeconomic status.

Keywords
Trends, mental health, adolescents, sex, socioeconomic status, SES
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:su:diva-220208 (URN)10.1177/14034948231165552 (DOI)000980095200001 ()37139789 (PubMedID)2-s2.0-85158889938 (Scopus ID)
Available from: 2023-08-28 Created: 2023-08-28 Last updated: 2025-02-20Bibliographically approved
Buli, B. G., Larm, P., Nilsson, K. W., Hellström-Olsson, C. & Giannotta, F. (2024). Trends in mental health problems among Swedish adolescents: Do school-related factors play a role?. PLOS ONE, 19(3), Article ID e0300294.
Open this publication in new window or tab >>Trends in mental health problems among Swedish adolescents: Do school-related factors play a role?
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2024 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 19, no 3, article id e0300294Article in journal (Refereed) Published
Abstract [en]

Aim

The aim of this study is to investigate the extent to which school-related factors, such as school liking, participation in decision-making, school-related parental support, teachers’ support, and school physical environment, explain trends in mental health problems. The problems considered are psychosomatic symptoms (PSS), depressive symptoms (DS), suicidal ideations (SI), and suicide attempts (SA) among Swedish adolescents of varying socioeconomic status (SES) from 2004 to 2020.

Methods

We analyzed data collected through repeated cross-sectional surveys from 19,873 15-year-old students at schools in a county in Sweden. Boys and girls each constituted 50% of the participants. We fitted linear and logistic regression models to investigate associations between the school-related factors and trends in mental health problems.

Results

Increased school-related parental support and school liking were cross-sectionally associated with decreased PSS, DS and SI, with school liking also associated with decreased SA. Conducive school physical environment was also found to be cross-sectionally associated with lower PSS and DS scores. Over time, mental health problems have shown a general increase among adolescents in the low SES group and a decrease among those in the high SES group. While school-related factors explained the improvement in mental health in the high SES group, we found such association only between parental support trends in PSS and DS, along with participation and trends in SA over time among adolescents in the low SES group.

Conclusions

The results show that school-related factors play significant roles in influencing adolescent mental health. The influence, however, varied across SES gradients over time. This suggests that working against inequities in school-related factors would help address inequities in mental health.

National Category
Public Health, Global Health and Social Medicine Psychiatry
Identifiers
urn:nbn:se:su:diva-228231 (URN)10.1371/journal.pone.0300294 (DOI)001181701200063 ()38457463 (PubMedID)2-s2.0-85187514377 (Scopus ID)
Available from: 2024-04-10 Created: 2024-04-10 Last updated: 2025-02-20Bibliographically approved
Buli, B. G., Lehtinen-Jacks, S., Larm, P., Nilsson, K. W., Hellström-Olsson, C. & Giannotta, F. (2024). Trends in psychosomatic symptoms among adolescents and the role of lifestyle factors. BMC Public Health, 24, Article ID 878.
Open this publication in new window or tab >>Trends in psychosomatic symptoms among adolescents and the role of lifestyle factors
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2024 (English)In: BMC Public Health, E-ISSN 1471-2458, Vol. 24, article id 878Article in journal (Refereed) Published
Abstract [en]

Background Adolescent mental health problems are on the rise globally, including in Sweden. One indicator of this trend is increased psychosomatic symptoms (PSS) over time. Lifestyle factors such as physical activity (PA), diet, smoking, and alcohol consumption may influence the time trends in PSS; however, the evidence base is scarce. The aim of this study was to investigate associations between time trends in PSS and lifestyle factors.

Methods The study was based on data collected from a nationally representative sample of 9,196 fifteen-year-old boys and girls in Sweden using the Health Behavior in School-aged Children (HBSC) symptom checklist. The sample comprised nearly equal proportions of girls (50.5%) and boys. The lifestyle factors examined in this study included PA, regular breakfast intake, consumption of fruits, vegetables, sweets, or soft drinks, smoking, and alcohol drunkenness. We used data from 2002 to 2018 and stratified by family affluence scale (FAS) to demonstrate how the associations varied among the FAS groups. We fitted separate regression models for the high- and low-FAS groups, where interaction terms between the year of survey and each lifestyle factor were used to estimate the level and direction of associations between the factors and trends in PSS.

Results There was a generally increasing trend in PSS mean scores from 2.26 in 2002 to 2.49 in 2018 (p <.001). The changes in each survey year compared to the average mean scores during the preceding years were significant in all years except 2010. Regular breakfast intake, daily fruit and vegetable consumption, and higher PA were associated with lower PSS mean scores, while smoking and drunkenness had opposite associations with PSS. The only significant interaction between survey year and the lifestyle factors was observed regarding drunkenness in the high FAS group, suggesting that the association between trends in PSS and the experience of getting drunk at least twice got stronger over time (B = 0.057; CI:0.016, 0.097; p <.01).

Conclusions The results indicate increasing trends in PSS among young people in Sweden from 2002 to 2018, with a significant increase observed among adolescents in the high FAS group who reported getting drunk on at least two occasions.

Keywords
Adolescent, Mental health, Psychosomatic symptoms, Lifestyle factors, Trends
National Category
Psychology (excluding Applied Psychology) Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:su:diva-228697 (URN)10.1186/s12889-024-18327-x (DOI)001188909400007 ()38515098 (PubMedID)2-s2.0-85188601608 (Scopus ID)
Available from: 2024-04-29 Created: 2024-04-29 Last updated: 2025-02-20Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-4233-0564

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