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Social inequalities in population health: integrating evidence from longitudinal, family-based and genetically informed data

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Income differences in COVID-19 incidence and severity in Finland among people with foreign and native background: A population-based cohort study of individuals nested within households (opens in new window)

Author(s): Sanni Saarinen, Heta Moustgaard, Hanna Remes, Riikka Sallinen, Pekka Martikainen
Published in: PLoS Medicine, Issue 19(8), 2022, Page(s) e1004038, ISSN 1549-1277
Publisher: Public Library of Science
DOI: 10.1371/journal.pmed.1004038

Pathways into single motherhood, re-partnering, and trajectories of antidepressant medication purchases (opens in new window)

Author(s): Mine Kühn, Niina Metsä-Simola, Pekka Martikainen
Published in: Social Psychiatry and Psychiatric Epidemiology, Issue 58(3), 2023, Page(s) 409-420, ISSN 0933-7954
Publisher: Dr. Dietrich Steinkopff Verlag
DOI: 10.1007/s00127-022-02371-2

Heavy metal toxicity and mortality—association between density of heavy metal bands and cause specific hospital admissions and mortality : population based cohort study

Author(s): Martikainen, Pekka; Korhonen, Kaarina; Tarkiainen, Lasse
Published in: BMJ, 2021, ISSN 0959-535X
Publisher: British Medical Journal Publishing Group

Changes in <i>Chlamydia trachomatis</i> risk before and after union formation and separation among women of reproductive age (opens in new window)

Author(s): Niina S Metsä-Simola, Elina K Einiö, Pekka T Martikainen
Published in: European Journal of Public Health, Issue 34, 2024, Page(s) 890-894, ISSN 1101-1262
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckae074

Socioeconomic inequalities in life expectancy within and between native-born and foreign-born populations: a comparative study of 10 European countries (opens in new window)

Author(s): Su Yeon Jang, Frank J van Lenthe, Mikko Myrskylä, Anna Oksuzyan, Silvia Loi, Matthias Bopp, Henrik Brønnum-Hansen, Patrick Deboosere, Ramunė Kalėdienė, Mall Leinsalu, Pekka Martikainen, Olof M Östergren, Sophie Psihoda, Enrique Regidor, Nicolás Zengarini, Wilma J Nusselder
Published in: International Journal of Epidemiology, Issue 55, 2026, ISSN 0300-5771
Publisher: Oxford University Press
DOI: 10.1093/ije/dyag045

Does having siblings really protect against childhood atopic diseases? A total population and within-family analysis (opens in new window)

Author(s): Luukkonen, Juha ; Moustgaard, Heta ; Martikainen, Pekka ; Remes, Hanna
Published in: European journal of epidemiology, 2024, ISSN 0393-2990
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10654-024-01104-w

Association of parental education with adolescents' COVID-19 vaccine uptake: A nationwide register-based study in Finland (opens in new window)

Author(s): Sanni Variskallio, Heta Moustgaard, Hanna Remes, Pekka Martikainen
Published in: Vaccine, Issue 63, 2026, Page(s) 127615, ISSN 0264-410X
Publisher: Elsevier BV
DOI: 10.1016/j.vaccine.2025.127615

Parental education level and ADHD diagnosis in childhood and adolescence: the moderating roles of gender, age, and family history of ADHD (opens in new window)

Author(s): Lotta Volotinen, Hanna Remes, Pekka Martikainen, Niina Metsä-Simola
Published in: European Child &amp; Adolescent Psychiatry, Issue 35, 2026, Page(s) 513-522, ISSN 1018-8827
Publisher: Dr. Dietrich Steinkopff Verlag
DOI: 10.1007/s00787-025-02852-0

A dynamic analysis of young adulthood (opens in new window)

Author(s): Nisen, Jessica; Bijlsma, Maarten J.; Martikainen, Pekka; Wilson, Ben; Myrskyla, Mikko
Published in: Advances in Life Course Research, Issue Vol 53, 2022, ISSN 1569-4909
Publisher: Elsevier Ltd
DOI: 10.1016/j.alcr.2022.100496

Educational disparities in work, retirement, and disability-pension expectancies: a cross-country analysis of Italy and Finland (opens in new window)

Author(s): Margherita Moretti, Elena Fabrizi, Angelo Lorenti, Liina Junna, Pekka Martikainen
Published in: The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences, 2026, ISSN 1079-5014
Publisher: Gerontological Society of America
DOI: 10.1093/geronb/gbag064

Trends in Life Expectancy in Residential Long-Term Care by Sociodemographic Position in 1999–2018: A Multistate Life Table Study of Finnish Older Adults (opens in new window)

Author(s): Kaarina Korhonen, Heta Moustgaard, Michael Murphy, Pekka Martikainen
Published in: The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences, Issue 79, 2024, ISSN 1079-5014
Publisher: Gerontological Society of America
DOI: 10.1093/geronb/gbae067

Association between genetic risk of alcohol consumption and alcohol‐related morbidity and mortality under different alcohol policy conditions: Evidence from the Finnish alcohol price reduction of 2004 (opens in new window)

Author(s): Hannu Lahtinen; Heta Moustgaard; Samuli Ripatti; Pekka Martikainen
Published in: Addiction, Issue 118(4), 2023, Page(s) 678-685, ISSN 0965-2140
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/add.16118

Genetic contributions to the educational inequalities in coronary heart disease incidence: a population-based study of 32 000 middle-aged men and women (opens in new window)

Author(s): Karri Silventoinen, Hannu Lahtinen, Kaarina Korhonen, Tim T Morris, Pekka Martikainen
Published in: Journal of Epidemiology and Community Health, Issue 79, 2025, Page(s) 638-644, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2024-222618

Physical injuries as triggers for self-harm: a within-individual study of nearly 250 000 injured people with a major psychiatric disorder (opens in new window)

Author(s): Amir Sariaslan; Henrik Larsson; Keith Hawton; Joonas Pitkänen; Paul Lichtenstein; Pekka Martikainen; Seena Fazel
Published in: BMJ Mental Health, Issue Vol 26 (1), 2023, ISSN 2755-9734
Publisher: BMJ
DOI: 10.1136/bmjment-2023-300758

Medically assisted reproduction and mental health: a 24-year longitudinal analysis using Finnish register data (opens in new window)

Author(s): Alice Goisis, Maria Palma, Niina Metsä-Simola, Reija Klemetti, Pekka Martikainen, Mikko Myrskylä, Alina Pelikh, Marco Tosi, Hanna Remes
Published in: American Journal of Obstetrics and Gynecology, Issue 228(3), 2023, Page(s) 311.e1-311.e24, ISSN 0002-9378
Publisher: Mosby Inc.
DOI: 10.1016/j.ajog.2022.10.041

Life Course Socioeconomic Position and Cognitive Aging Trajectories: A Cross-National Cohort Study in China and England (opens in new window)

Author(s): Milagros Ruiz; Yaoyue Hu; Pekka Martikainen; Martin Bobak
Published in: Innovation in Aging, Issue Vol 7 (6), 2023, ISSN 2399-5300
Publisher: Oxford University Press
DOI: 10.1093/geroni/igad064

Height, social position and coronary heart disease incidence: the contribution of genetic and environmental factors (opens in new window)

Author(s): Karri Silventoinen; Hannu Lahtinen; George Davey Smith; Tim T Morris; Pekka Martikainen
Published in: Journal of Epidemiology and Community Health, Issue 77(6), 2023, Page(s) 384-390, ISSN 1403-4948
Publisher: SAGE Publications
DOI: 10.1136/jech-2022-219907

Maternal psychiatric and somatic illness, and the risk of unintentional injuries in children: variation by type of maternal illness, type of injury and child age (opens in new window)

Author(s): Antti O Tanskanen; Niina Metsä-Simola; Lotta Volotinen; Mirkka Danielsbacka; Pekka Martikainen; Hanna Remes
Published in: Journal of Epidemiology and Community Health, Issue Vol 78, 2023, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2023-220960

Incentives, Health, and Retirement: Evidence From a Finnish Pension Reform (opens in new window)

Author(s): Joonas Ollonqvist, Kaisa Kotakorpi, Mikko Laaksonen, Pekka Martikainen, Jukka Pirttilä, Lasse Tarkiainen
Published in: Health Economics, Issue 34, 2025, Page(s) 537-572, ISSN 1057-9230
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/hec.4917

Kodin ulkopuoliset sijoitukset rikoksista epäillyillä nuorilla syntymäkohorteissa 1986–2000

Author(s): Joonas Pitkänen, Virve-Maria Toivonen, Karoliina Suonpää, Mikko Aaltonen, Pekka Martikainen
Published in: Yhteiskuntapolitiikka, 2024, ISSN 1455-6901
Publisher: Terveyden ja hyvinvoinnin laitos, Nuorisotutkimusverkosto

Long-term trends in mortality by living arrangements and the role of socioeconomic factors, Finland 1991–2020 (opens in new window)

Author(s): Ulla K Suulamo, Hanna M Remes, Lasse H Tarkiainen, Pekka T Martikainen
Published in: European Journal of Public Health, Issue 35, 2025, Page(s) 814-820, ISSN 1101-1262
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckaf068

Additional file 2 of Health-related selection into employment among the unemployed (opens in new window)

Author(s): Junna, Liina; Moustgaard, Heta; Martikainen, Pekka
Published in: BMC Public Health, Issue Vol 22, 2022, ISSN 1471-2458
Publisher: BioMed Central
DOI: 10.6084/m9.figshare.19522694.v1

Socioeconomic differences in psychiatric treatment before and after self-harm: an observational study of 4,280 adolescents and young adults (opens in new window)

Author(s): Joonas Pitkänen, Hanna Remes, Mikko Aaltonen, Pekka Martikainen
Published in: BMC Psychiatry, Issue 22(1), 2022, Page(s) 14, ISSN 1471-244X
Publisher: BioMed Central
DOI: 10.1186/s12888-021-03654-9

Risk of common psychiatric disorders, suicidal behaviours, and premature mortality following violent victimisation: A matched cohort and sibling-comparison study of 127,628 people who experienced violence in Finland and Sweden (opens in new window)

Author(s): Amir Sariaslan, Joonas Pitkänen, Jonas Forsman, Ralf Kuja-Halkola, Isabell Brikell, Brian M. D’Onofrio, Mikko Aaltonen, Henrik Larsson, Pekka Martikainen, Paul Lichtenstein, Seena Fazel
Published in: PLOS Medicine, Issue 21, 2024, Page(s) e1004410, ISSN 1549-1676
Publisher: Public Library of Science
DOI: 10.1371/journal.pmed.1004410

Economic Conditions, Education and Parity‐Specific Fertility: A Sub‐National Regional Study Across 15 Countries in Europe (opens in new window)

Author(s): Jessica Nisén, Sebastian Klüsener, Johan Dahlberg, Lars Dommermuth, Aiva Jasilioniene, Michaela Kreyenfeld, Trude Lappegård, Peng Li, Pekka Martikainen, Karel Neels, Bernhard Riederer, Saskia te Riele, Harun Sulak, Laura Szabó, Alessandra Trimarchi, Francisco Viciana, Mikko Myrskylä
Published in: Population, Space and Place, Issue 31, 2025, ISSN 1544-8444
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/psp.70074

Heavy metal toxicity and mortality—association between density of heavy metal bands and cause specific hospital admissions and mortality: population based cohort study (opens in new window)

Author(s): Pekka Martikainen, Kaarina Korhonen, Lasse Tarkiainen
Published in: BMJ, Issue 375, 2021, Page(s) e067633, ISSN 0959-8138
Publisher: BMJ Publishing Group
DOI: 10.1136/bmj-2021-067633

Sociohistorical context and post-prison life course (opens in new window)

Author(s): Riku Laine, Mikko Aaltonen, Mikko Myrskylä, Pekka Martikainen
Published in: Journal of Criminal Justice, Issue 95, 2025, Page(s) 102312, ISSN 0047-2352
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.jcrimjus.2024.102312

Physical illness and changes in spousal mental health: a register-based study on Finnish couples aged 30–70 (opens in new window)

Author(s): Niina Metsä-Simola, Lotta Volotinen, Pekka Martikainen
Published in: Journal of Epidemiology and Community Health, Issue 80, 2026, Page(s) 158-166, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2025-223966

Educational inequalities in epilepsy mortality in the Baltic countries and Finland in 2000-2015 (opens in new window)

Author(s): Andrew Stickley, Aidan Neligan, Aleksei Baburin, Domantas Jasilionis, Juris Krumins, Pekka Martikainen, Naoki Kondo, Tomiki Sumiyoshi, Jae Il Shin, Hans Oh, Kyle Waldman, Mall Leinsalu
Published in: Scientific reports, Issue 12(1), 2022, Page(s) 4597, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-022-08456-x

Minimum legal drinking age and alcohol-attributable morbidity and mortality by age 63 years: a register-based cohort study based on alcohol reform (opens in new window)

Author(s): Juha Luukkonen, Lasse Tarkiainen, Pekka Martikainen, Hanna Remes
Published in: Lancet Public Health, Issue 8(5), 2023, Page(s) e339-e346, ISSN 2468-2667
Publisher: Elsevier
DOI: 10.1016/s2468-2667(23)00049-x

sj-docx-1-sjp-10.1177_14034948221119634 – Supplemental material for Marital status and genetic liability independently predict coronary heart disease incidence (opens in new window)

Author(s): Silventoinen, Karri; Lahtinen, Hannu; Korhonen, Kaarina; Smith, George Davey; Ripatti, Samuli; Morris, Tim; Martikainen, Pekka
Published in: Scandinavian journal of public health, Issue Vol 52 (1), 2024, ISSN 1403-4948
Publisher: SAGE Publications
DOI: 10.25384/sage.21064394

Regional differentiation in women’s educational gradients in fertility around the turn of the century: Urban-rural differences in northern and western Europe (opens in new window)

Author(s): Jonas Wood, Leen Marynissen, Jessica Nisén, Peter Fallesen, Karel Neels, Alessandra Trimarchi, Lars Dommermuth, Ruben van Gaalen, Martin Kolk, Pekka Martikainen
Published in: Vienna Yearbook of Population Research, Issue 23, 2025, ISSN 1728-4414
Publisher: Verlag der Osterreichischen Akademie der Wissenschaften
DOI: 10.1553/p-4cgn-nz7f

The Impact of Privileged Classroom Friends on Adult Income and Income Mobility: A Study of a Swedish Cohort Born in 1953 (opens in new window)

Author(s): Gurzo, Klara; Östergren, Olof; Martikainen, Pekka; Modin, Bitte
Published in: Social Forces, Issue Vol 102, 2023, ISSN 0037-7732
Publisher: University of North Carolina
DOI: 10.1093/sf/soad079

Parental death and initiation of antidepressant treatment in surviving children and youth: a national register-based matched cohort study (opens in new window)

Author(s): Can Liu; Alessandra Grotta; Ayako Hiyoshi; Lisa Berg; Elizabeth Wall-Wieler; Pekka Martikainen; Ichiro Kawachi; Mikael Rostila
Published in: EClinicalMedicine, Issue Vol 60, 2023, ISSN 2589-5370
Publisher: Elsevier Ltd
DOI: 10.1016/j.eclinm.2023.102032

Neurological conditions and subsequent divorce risk in the Nordic countries: the importance of gender and both spouses’ education (opens in new window)

Author(s): Niina Metsä-Simola; Kristian Heggebø; Stine Kjaer Urhoj; Pekka Martikainen; Elina Einiö; Olof Östergren
Published in: Journal of Epidemiology and Community Health, 2024, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2023-221328

Migrant mortality by duration of residence and co-ethnic density – A register-based study on Finnish migrants in Sweden with matched controls in the origin and the destination (opens in new window)

Author(s): Olof Östergren; Agneta Cederström; Kaarina Korhonen; Pekka Martikainen
Published in: Health & Place, Issue Vol 83, 2023, ISSN 1353-8292
Publisher: Elsevier BV
DOI: 10.1016/j.healthplace.2023.103064

The impact of estimation methods for alcohol-attributable mortality on long-term trends for the general population and by educational level in Finland and Italy (Turin) (opens in new window)

Author(s): Van Hemelrijck, Wanda Monika Johanna ; Martikainen, Pekka ; Zengarini, Nicolás ; Costa, Giuseppe ; Janssen, Fanny; Azadnajafabad, Sina
Published in: PLoS One, 2023, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0295760

The Contribution of Educational Expansion to Trends in Life Expectancy and Lifespan Variation in England and Wales, Finland, and Italy (Turin) (opens in new window)

Author(s): Jesús-Daniel Zazueta-Borboa, Ugofilippo Basellini, Emilio Zagheni, Leo van Wissen, Pekka Martikainen, Fanny Janssen
Published in: Demography, Issue 62, 2025, Page(s) 1689-1715, ISSN 0070-3370
Publisher: Population Association of America
DOI: 10.1215/00703370-12270715

Mapping social health and dementia risk: A register-based study of older adults in Finland (opens in new window)

Author(s): Elisa Cisotto, Margherita Moretti, Margherita Silan, Joan Damiens, Pietro Belloni, Kaarina Korhonen, Pekka Martikainen
Published in: Social Science &amp; Medicine, Issue 398, 2026, Page(s) 119154, ISSN 0277-9536
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.socscimed.2026.119154

Childhood household dysfunction and psychiatric, criminal, and social outcomes in emerging adulthood. A cousin comparison study (opens in new window)

Author(s): Joonas Pitkänen, Amir Sariaslan, Lauren Bishop, Pekka Martikainen
Published in: International Journal of Epidemiology, Issue 54, 2025, ISSN 1464-3685
Publisher: Oxford University Press (OUP)
DOI: 10.1093/ije/dyaf074

Sociodemographic inequalities in mortality from drowning in the Baltic countries and Finland in 2000–2015: a register-based study (opens in new window)

Author(s): Andrew, Stickley; Aleksei, Baburin; Domantas, Jasilionis; Juris, Krumins; Pekka, Martikainen; Naoki, Kondo; Jae Il, Shin; Yosuke, Inoue; Mall, Leinsalu
Published in: BMC Public Health, Vol 23, Iss 1, Pp 1-9 (2023), Issue Vol 23, 2023, ISSN 1471-2458
Publisher: BioMed Central
DOI: 10.1186/s12889-023-15999-9

Marital status and genetic liability independently predict coronary heart disease incidence (opens in new window)

Author(s): Karri Silventoinen; Hannu Lahtinen; Kaarina Korhonen; George Davey Smith; Samuli Ripatti; Tim Morris; Pekka Martikainen
Published in: Scandinavian journal of public health, 2023, ISSN 1403-4948
Publisher: SAGE Publications
DOI: 10.1177/14034948221119634

Individual and parental housing tenure and mental healthcare use among Finnish men and women in early mid-adulthood (opens in new window)

Author(s): Joan Damiens, Liina Junna, Lasse Tarkiainen, Pekka Martikainen
Published in: SSM - Mental Health, Issue 7, 2025, Page(s) 100444, ISSN 2666-5603
Publisher: Elsevier BV
DOI: 10.1016/j.ssmmh.2025.100444

Long-term environmental background radiation is associated with urinary tract cancer incidence: A population-based study from Finland (opens in new window)

Author(s): Peng Li, Mikko Myrskylä, Pekka Martikainen
Published in: Cancer Epidemiology, Issue 99, 2026, Page(s) 102912, ISSN 1877-7821
Publisher: Elsevier BV
DOI: 10.1016/j.canep.2025.102912

Childhood family income and medication use in youth (opens in new window)

Author(s): Heta Moustgaard, Elina Moore, Satu Malmberg, Lasse Tarkiainen, Pekka Martikainen
Published in: Journal of Epidemiology and Community Health, Issue 79, 2025, Page(s) 424-430, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2024-222129

Educational inequalities in hypothermia mortality in the Baltic countries and Finland in 2000-1 (opens in new window)

Author(s): Andrew Stickley, Aleksei Baburin, Domantas Jasilionis, Juris Krumins, Pekka Martikainen, Naoki Kondo, Jae Il Shin, Hans Oh, Kyle Waldman, Mall Leinsalu
Published in: European journal of public health, 2023, ISSN 1101-1262
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckad062

Education-related inequalities in disability during the last years of life: a full population register-based study (opens in new window)

Author(s): Erwin Stolz, Moritz Oberndorfer, Wolfgang Freidl
Published in: Journal of Epidemiology and Community Health, 2024, Page(s) jech-2024-222669, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2024-222669

Evolution of Widowhood Lifespan and Its Gender and Educational Inequalities in Finland Over Three Decades (opens in new window)

Author(s): Margherita Moretti, Kaarina Korhonen, Alyson van Raalte, Timothy Riffe, Pekka Martikainen
Published in: Demography, Issue 62, 2025, Page(s) 1635-1660, ISSN 0070-3370
Publisher: Population Association of America
DOI: 10.1215/00703370-12269717

Predicting suicide risk in 137,112 people with severe mental illness in Finland: external validation of the Oxford Mental Illness and Suicide tool (OxMIS) (opens in new window)

Author(s): Amir Sariaslan, Thomas Fanshawe, Joonas Pitkänen, Andrea Cipriani, Pekka Martikainen, Seena Fazel
Published in: Translational psychiatry, Issue 13(1), 2023, Page(s) 126, ISSN 2158-3188
Publisher: Nature Publishing Group
DOI: 10.1038/s41398-023-02422-5

Using pension payments abroad to examine post-retirement migration and health among Finnish migrants in Sweden (opens in new window)

Author(s): Agneta Cederström, Kaarina Korhonen, Pekka Martikainen, Olof M Östergren
Published in: Journal of Migration and Health, Issue 13, 2026, Page(s) 100411, ISSN 2666-6235
Publisher: Elsevier BV
DOI: 10.1016/j.jmh.2026.100411

Socioeconomic differences in psychiatric treatment before and after self-harm: an observational study of 4,280 adolescents and young adults.

Author(s): Pitkänen, Joonas; Remes, Hanna; Aaltonen, Mikko; Martikainen, Pekka
Published in: BMC Psychiatry, Vol 22, Iss 1, Pp 1-13 (2022), Issue Vol 22, 2022, ISSN 1471-244X
Publisher: BioMed Central

Month of birth and outdoor temperature after birth predict childhood atopic diseases in Finland (opens in new window)

Author(s): Juha Luukkonen, Heta Moustgaard, Hanna Remes, Pekka Martikainen
Published in: Pediatric Allergy and Immunology, Issue 36, 2026, ISSN 0905-6157
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/pai.70118

Changes in parents' psychotropic medication use following child's cancer diagnosis: A fixed‐effects register‐study in Finland (opens in new window)

Author(s): Niina S. Metsä‐Simola; Hanna M. Remes; Elina M. Hiltunen; Pekka T. Martikainen
Published in: Cancer Medicine, Issue 11(16), 2022, Page(s) 3145-3155, ISSN 2045-7634
Publisher: United States
DOI: 10.1002/cam4.4662

Partner violence surrounding divorce: A record‐linkage study of wives and their husbands (opens in new window)

Author(s): Elina Einiö; Niina Metsä‐Simola; Mikko Aaltonen; Elina Hiltunen; Pekka Martikainen
Published in: Journal of Marriage and Family, Issue 85(1), 2023, Page(s) 33-54, ISSN 0022-2445
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/jomf.12881

Industry-specific Labour Demand, Post-prison Employment and Recidivism – Evidence from Finland (opens in new window)

Author(s): Riku Laine, Mikko Aaltonen, Pekka Martikainen, Mikko Myrskylä
Published in: Journal of Quantitative Criminology, Issue 41, 2025, Page(s) 293-313, ISSN 0748-4518
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10940-024-09599-y

Educational attainment, health outcomes and mortality: a within-sibship Mendelian randomization study (opens in new window)

Author(s): L. Howe, H. Rasheed, P. Jones, D. Boomsma, D. Evans, A. Giannelis, C. Hayward, J. Hopper, A. Hughes, H. Lahtinen, S. Li, P. Lind, N. Martin, P. Martikainen, S. Medland, T. Morris, M. Nivard, J. Pingault, K. Silventoinen, J. Smith, et al.
Published in: International Journal of Epidemiology, 2023, ISSN 0300-5771
Publisher: Oxford University Press
DOI: 10.1093/ije/dyad079

One generation apart: Individual income and life expectancy in two Swedish cohorts born before and after the expansion of the welfare state (opens in new window)

Author(s): Klara Gurzo, Johan Rehnberg, Pekka Martikainen, Olof Östergren
Published in: Scandinavian Journal of Public Health, 2024, ISSN 1403-4948
Publisher: SAGE Publications
DOI: 10.1177/14034948241246433

Changes in sibling similarity in education among Finnish cohorts born in 1950–89: the contribution of paternal and maternal education (opens in new window)

Author(s): Hannu Lahtinen, Pekka Martikainen, Lasse Tarkiainen
Published in: Longitudinal and Life Course Studies, Issue 13(4), 2022, Page(s) 496-526, ISSN 1757-9597
Publisher: Bristol University Press
DOI: 10.1332/175795921x16600597647058

Stagnation in old age mortality among Finnish women: cause-of-death decomposition of life expectancy trends by income (opens in new window)

Author(s): Satu Malmberg, Lasse Tarkiainen, Liina Junna, Pekka Martikainen
Published in: Scandinavian Journal of Public Health, 2024, ISSN 1403-4948
Publisher: SAGE Publications
DOI: 10.1177/14034948241266438

Socio-economic differences in body mass index: the contribution of genetic factors (opens in new window)

Author(s): Silventoinen, Karri ; Lahtinen, Hannu ; Kilpi, Fanny ; Morris, Tim T ; Davey Smith, George ; Martikainen, Pekka
Published in: International Journal of Obesity, 2024, ISSN 0307-0565
Publisher: Nature Publishing Group
DOI: 10.1038/s41366-024-01459-w

Trajectories of antidepressant use before and after union dissolution and re-partnering in later life: a prospective total population register-based cohort study (opens in new window)

Author(s): Hu, Yaoyue ; Metsä-Simola, Niina ; Malmberg, Satu ; Martikainen, Pekka
Published in: Journal of epidemiology and community health, 2024, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2023-221529

Own depression, partner's depression, and childlessness: A nationwide register-based study (opens in new window)

Author(s): Sanna Kailaheimo-Lönnqvist, Heta Moustgaard, Pekka Martikainen, Mikko Myrskylä
Published in: Social Science &amp; Medicine, Issue 361, 2024, Page(s) 117356, ISSN 0277-9536
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.socscimed.2024.117356

Current Unemployment, Unemployment History, and Mental Health: A Fixed-Effects Model Approach (opens in new window)

Author(s): Liina Junna, Heta Moustgaard, Pekka Martikainen
Published in: American Journal of Epidemiology, Issue 191(8), 2022, Page(s) 1459-1469, ISSN 0002-9262
Publisher: Oxford University Press
DOI: 10.1093/aje/kwac077

Trends in educational inequalities in obesity‐attributable mortality in <scp>England</scp> and <scp>Wales, Finland,</scp> and <scp>Italy</scp> (opens in new window)

Author(s): Fanny Janssen, Rolando Gonzales Martinez, Nicolás Zengarini, Pekka Martikainen, Anton Kunst
Published in: Obesity, Issue 33, 2025, Page(s) 578-588, ISSN 1930-7381
Publisher: Wiley-Blackwell
DOI: 10.1002/oby.24225

Polygenic Prediction of Education and Its Role in the Intergenerational Transmission of Education : Cohort Changes Among Finnish Men and Women Born in 1925–1989 (opens in new window)

Author(s): Hannu Lahtinen, Kaarina Korhonen, Pekka Martikainen, Tim Morris
Published in: Demography, 2023, ISSN 0070-3370
Publisher: Population Association of America
DOI: 10.1215/00703370-10963788

Income differences in partial life expectancy between ages 35 and 64 from 1988 to 2017: the contribution of living arrangements. (opens in new window)

Author(s): Jade Knop; Pekka Martikainen; Hanna Remes; Lasse Tarkiainen
Published in: European journal of public health, Issue 33(1), 2023, Page(s) 13-19, ISSN 1464-360X
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckac159

Revisiting within-cohort compositional change to understand mortality inequalities (opens in new window)

Author(s): Alyson van Raalte, Yana Vierboom, Pekka Martikainen
Published in: Vienna Yearbook of Population Research, Issue 23, 2026, Page(s) 43-57, ISSN 1728-4414
Publisher: Verlag der Osterreichischen Akademie der Wissenschaften
DOI: 10.1553/p-7b6f-83c5

Children's out-of-home care in Finland, 1993–2020: lifetime risks, expectancies, exit routes, and number of placements for synthetic cohorts (opens in new window)

Author(s): Aapo Hiilamo, Joonas Pitkänen, Margherita Moretti, Pekka Martikainen, Mikko Myrskylä
Published in: Child Abuse &amp; Neglect, Issue 169, 2025, Page(s) 107626, ISSN 0145-2134
Publisher: Elsevier BV
DOI: 10.1016/j.chiabu.2025.107626

Offspring hospitalization for substance use and changes in parental mental health: A Finnish register-based study (opens in new window)

Author(s): Lauren Bishop; Ylva B. Almquist; Joonas Pitkänen; Pekka Martikainen
Published in: Advances in Life Course Research, Issue Vol 57, 2023, ISSN 1040-2608
Publisher: JAI Press
DOI: 10.1016/j.alcr.2023.100561

Internal migration, health selection, and the salmon bias: A register-based study of Finland (opens in new window)

Author(s): Eugenio Paglino, Irma T. Elo, Pekka Martikainen
Published in: Social Science &amp; Medicine, Issue 380, 2026, Page(s) 118200, ISSN 0277-9536
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.socscimed.2025.118200

Time to death explains the chronological decline of voter turnout among the older population (opens in new window)

Author(s): Lahtinen, Hannu ; Martikainen, Pekka
Published in: Electoral studies, Issue Vol 88, 2024, ISSN 0261-3794
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.electstud.2024.102775

The role of noninfectious comorbidities in the association between severe infections and risk of dementia in Finland: A nationwide registry study (opens in new window)

Author(s): Pyry N. Sipilä, Kaarina Korhonen, Joni V. Lindbohm, Mika Kivimäki, Pekka Martikainen
Published in: PLOS Medicine, Issue 23, 2026, Page(s) e1004688, ISSN 1549-1676
Publisher: Public Library of Science (PLoS)
DOI: 10.1371/journal.pmed.1004688

Heterogenous associations of polygenic indices of 35 traits with mortality (opens in new window)

Author(s): Hannu Lahtinen, Jaakko Kaprio, Andrea Ganna, Kaarina Korhonen, Stefano Lombardi, Karri Silventoinen, Pekka Martikainen
Published in: eLife, 2026, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.107496.2

Health-related selection into employment among the unemployed (opens in new window)

Author(s): Liina Junna, Heta Moustgaard, Pekka Martikainen
Published in: BMC public health, Issue 22(1), 2022, Page(s) 657, ISSN 1471-2458
Publisher: BioMed Central
DOI: 10.1186/s12889-022-13023-0

Birth Outcomes Following Assisted Reproductive Technology Conception among Same-Sex Lesbian Couples vs Natural Conception and Assisted Reproductive Technology Conception among Heterosexual Couples (opens in new window)

Author(s): Alice Goisis; Agneta Cederström; Pekka Martikainen
Published in: JAMA, Issue 329(13), 2023, Page(s) 1117-1119, ISSN 0098-7484
Publisher: American Medical Association
DOI: 10.1001/jama.2023.1345

Parental incarceration and offspring criminality: A Finnish total population study with sibling comparison (opens in new window)

Author(s): Ilona Nissinen, Antti Latvala, Karoliina Suonpää, Mikko Aaltonen, Pekka Martikainen
Published in: Journal of Criminal Justice, Issue 95, 2024, Page(s) 102275, ISSN 0047-2352
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.jcrimjus.2024.102275

Educational tracking and the polygenic prediction of education (opens in new window)

Author(s): Hannu Lahtinen; Pekka Martikainen; Kaarina Korhonen; Tim T. Morris; Mikko Myrskylä
Published in: Sociological Science, Issue Vol 11, 2024, ISSN 2330-6696
Publisher: Society for Sociological Science
DOI: 10.4054/mpidr-wp-2023-015

Childhood socio-economic circumstances and dementia: prospective register-based cohort study of adulthood socio-economic and cardiovascular health mediators (opens in new window)

Author(s): Kaarina Korhonen, Taina Leinonen, Lasse Tarkiainen, Elina Einiö, Pekka Martikainen
Published in: International journal of epidemiology, Issue 52(2), 2023, Page(s) 523–535, ISSN 0300-5771
Publisher: Oxford University Press
DOI: 10.1093/ije/dyac205

Mortgage affordability and mental healthcare use: Evidence from Finnish population registers (opens in new window)

Author(s): Joan Damiens, Michael Berger, Liina Junna, Pekka Martikainen
Published in: Social Science &amp; Medicine, Issue 392, 2026, Page(s) 118924, ISSN 0277-9536
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.socscimed.2025.118924

The effect of cumulative childhood exposure to neighbourhood socioeconomic disadvantage on school performance-a register-based study on neighbourhoods, schools, and siblings (opens in new window)

Author(s): Lasse Tarkiainen, Teemu Kemppainen, Hannu Lahtinen, Venla Bernelius, Pekka Martikainen
Published in: European Sociological Review, 2023, ISSN 0266-7215
Publisher: Oxford University Press
DOI: 10.1093/esr/jcad058

Educational inequalities in cervical cancer mortality in the Baltic countries and Finland in the context of organized screening: A register‐based study 2000–2015 (opens in new window)

Author(s): Oskar Nõmm, Kaire Innos, Domantas Jasilionis, Juris Krumins, Pekka Martikainen, Kersti Pärna, Andrew Stickley, Mall Leinsalu
Published in: International Journal of Cancer, 2026, ISSN 0020-7136
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/ijc.70339

Intermarriage and mortality among Finnish migrants in Sweden: a prospective register study using binational data (opens in new window)

Author(s): Kaarina Korhonen, Agneta Cederström, Pekka Martikainen, Olof Östergren
Published in: European Journal of Public Health, Issue 35, 2025, Page(s) 386-394, ISSN 1101-1262
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckae179

Trends in educational inequalities in smoking-attributable mortality and their impact on changes in general mortality inequalities: evidence from England and Wales, Finland, and Italy (Turin) (opens in new window)

Author(s): Wanda Monika Johanna Van Hemelrijck, Anton E Kunst, Alison Sizer, Pekka Martikainen, Nicolas Zengarini, Giuseppe Costa, Fanny Janssen
Published in: Journal of Epidemiology and Community Health, Issue 78, 2024, Page(s) 561-569, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2023-221702

Trends in formal care by age and time to death: the use of healthcare and care-home facilities in Finland between 2005 and 2018 (opens in new window)

Author(s): Luca Dei Bardi, Margherita Moretti, Laura Cacciani, Kaarina Korhonen, Pekka Martikainen
Published in: European Journal of Public Health, Issue 35, 2025, Page(s) 434-439, ISSN 1101-1262
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckaf061

Voting is a stronger determinant of mortality than education: a full-electorate survival analysis with 21-year follow-up (opens in new window)

Author(s): Hannu Lahtinen, Isa Yang, Lasse Tarkiainen, Pekka Martikainen
Published in: Journal of Epidemiology and Community Health, Issue 80, 2026, Page(s) 69-72, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2025-224663

Unemployment among single mothers and adolescent children's mental health (opens in new window)

Author(s): Mine Kühn, Anna Baranowska-Rataj, Liina Junna, Pekka Martikainen, Niina Metsä‑Simola
Published in: Journal of Family Research, Issue 37, 2025, Page(s) 334-354, ISSN 2699-2337
Publisher: Universitatsbibliothek Bamberg
DOI: 10.20377/jfr-1269

Alcohol Policy in Adolescence and Subsequent Alcohol-attributable Hospitalizations and Mortality at Ages 21−54 Years: A Register-based Cohort Study (opens in new window)

Author(s): Juha Luukkonen, Elina Einiö, Lasse Tarkiainen, Pekka Martikainen, Hanna Remes
Published in: Epidemiology, Issue 36, 2025, Page(s) 580-589, ISSN 1044-3983
Publisher: Lippincott Williams & Wilkins Ltd.
DOI: 10.1097/ede.0000000000001857

Adverse childhood experiences, juvenile violent victimization, and victim–offender overlap in multiple successive birth cohorts (opens in new window)

Author(s): Noora Ellonen, Taina Laajasalo, Mikko Aaltonen, Joonas Pitkänen, Pekka Martikainen
Published in: Nordic Journal of Criminology, Issue 27, 2025, Page(s) 1-17, ISSN 2578-983X
Publisher: Scandinavian University Press
DOI: 10.18261/njc.27.1.1

Downstream of hearing loss: a population-based multistate analysis of lifetime risk and years lived with hearing loss, dementia and their comorbidity in Finland (opens in new window)

Author(s): Donata Stonkute, Angelo Lorenti, Kaarina Korhonen, Pekka Martikainen, Mikko Myrskylä
Published in: Age and Ageing, Issue 54, 2025, ISSN 0002-0729
Publisher: Oxford University Press
DOI: 10.1093/ageing/afaf361

Reversals in past long-term trends in educational inequalities in life expectancy for selected European countrie (opens in new window)

Author(s): Jesus Daniel Zazueta-Borboa, Pekka Martikainen, Jose Manuel Aburto, Giuseppe Costa, Riina Peltonen, Nicolas Zengarini, Alison Sizer, Anton E Kunst, Fanny Janssen
Published in: Journal of epidemiology and community health, 2023, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2023-220385

Socioeconomic inequalities in cancer mortality between and within countries in Europe: a population-based study (opens in new window)

Author(s): Vaccarella S, Georges D, Bray F, Ginsburg O, Charvat H, Martikainen P, Brønnum-Hansen H, Deboosere P, Bopp M, Leinsalu M, Artnik B, Lorenzoni V, De Vries E, Marmot M, Vineis P, Mackenbach J, Nusselder W
Published in: The Lancet regional health Europe, Issue 25, 2022, Page(s) 100551, ISSN 2666-7762
Publisher: Elsevier
DOI: 10.1016/j.lanepe.2022.100551

Genetic propensity to depression and the role of partnership status (opens in new window)

Author(s): Maria Gueltzow, Hannu Lahtinen, Maarten J. Bijlsma, Mikko Myrskylä, Pekka Martikainen
Published in: Social Science &amp; Medicine, Issue 351, 2024, Page(s) 116992, ISSN 0277-9536
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.socscimed.2024.116992

Birth size, school performance and family social position: a study of 650,000 children (opens in new window)

Author(s): Silventoinen, Karri ; Luukkonen, Juha ; Myrskylä, Mikko ; Martikainen, Pekka
Published in: Pediatric research, 2023, ISSN 0031-3998
Publisher: Lippincott Williams & Wilkins Ltd.
DOI: 10.1038/s41390-023-02757-1

Long-term trends in educational inequalities in alcohol-attributable mortality, and their impact on trends in educational inequalities in life expectancy (opens in new window)

Author(s): Jesús-Daniel Zazueta-Borboa, Wanda M. J. Van Hemelrijck, Nicolás Zengarini, Alison Sizer, Anton E. Kunst, Pekka Martikainen, Fanny Janssen
Published in: Frontiers in Public Health, Issue 12, 2024, ISSN 2296-2565
Publisher: Frontiers Media SA
DOI: 10.3389/fpubh.2024.1355840

Association between alcohol use disorders and dementia in 262,703 dementia-free Finnish adults: Is cardiovascular disease a mediator? (opens in new window)

Author(s): Yaoyue Hu, Kaarina Korhonen, Peng Li, Martin Bobak, Pekka Martikainen, Maarten J Bijlsma
Published in: The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences, 2023, ISSN 1758-535X
Publisher: Oxford University Press
DOI: 10.1093/gerona/glac252

The association of number and geographic proximity of children with care home use before all-cause and dementia deaths: a register-based study of Finnish older adults (opens in new window)

Author(s): Kaarina Korhonen, Elina Einiö, Pekka Martikainen
Published in: The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences, Issue 81, 2026, ISSN 1079-5014
Publisher: Gerontological Society of America
DOI: 10.1093/geronb/gbaf250

Grandparental support and maternal depression: do grandparental characteristics matter more for separating mothers? (opens in new window)

Author(s): Niina Metsä-Simola, Anna Baranowska-Rataj, Hanna Remes, Mine Kühn, Pekka Martikainen
Published in: Population Studies, 2024, ISSN 0032-4728
Publisher: Routledge
DOI: 10.1080/00324728.2023.2287493

Age at First Attention-Deficit/Hyperactivity Disorder Diagnosis and Educational Outcomes (opens in new window)

Author(s): Lotta Volotinen, Hanna Remes, Pekka Martikainen, Niina Metsä-Simola
Published in: JAMA Psychiatry, 2026, ISSN 2168-622X
Publisher: American Medical Association
DOI: 10.1001/jamapsychiatry.2026.0181

Two of a kind? A comparative multicohort study of juvenile violence in Finland and Sweden (opens in new window)

Author(s): Fredrik Sivertsson, Mikko Aaltonen, Olof Bäckman, Pekka Martikainen, Felipe Estrada, Joonas Pitkänen, Anders Nilsson, Karoliina Suonpää
Published in: European Journal of Criminology, Issue 23, 2026, Page(s) 321-346, ISSN 1477-3708
Publisher: SAGE Publications
DOI: 10.1177/14773708251335533

Projections of future burden of pharmacologically treated type 2 diabetes and associated life expectancies by income in Finland: a multi-state modeling study (opens in new window)

Author(s): Guzman-Castillo, Maria; Korhonen, Kaarina; Murphy, Michael; Martikainen, Pekka
Published in: Frontiers in public health, Issue Vol 11, 2023, ISSN 2296-2565
Publisher: Frontiers Media S.A
DOI: 10.3389/fpubh.2023.1141452

Excess winter mortality in Finland, 1971–2019: a register-based study on long-term trends and effect modification by sociodemographic characteristics and pre-existing health conditions (opens in new window)

Author(s): Ulla Suulamo, Hanna Remes, Lasse Tarkiainen, Michael Murphy, Pekka Martikainen
Published in: BMJ Open, 2024, ISSN 2044-6055
Publisher: BMJ Publishing Group
DOI: 10.1136/bmjopen-2023-079471

Heterogeneous associations between early-life religious upbringing and late-life health: Evidence from a machine learning approach (opens in new window)

Author(s): Xu Zong, Xiangjiao Meng, Karri Silventoinen, Matti Nelimarkka, Pekka Martikainen
Published in: Social Science &amp; Medicine, Issue 380, 2026, Page(s) 118210, ISSN 0277-9536
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.socscimed.2025.118210

Contribution of causes of death to changing inequalities in life expectancy by income in Finland, 1997–2020 (opens in new window)

Author(s): Lasse Tarkiainen; Pekka Martikainen; Liina Junna; Hanna Remes
Published in: Journal of Epidemiology and Community Health, 2024, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2023-221705

Violent and sexual victimisation and incident anxiety, mood and substance use disorders in childhood and adolescence: a co‐sibling study (opens in new window)

Author(s): Joonas Pitkänen, Amir Sariaslan, Lauren Bishop, Mikko Aaltonen, Laura Mielityinen, Taina Laajasalo, Noora Ellonen, Pekka Martikainen
Published in: Journal of Child Psychology and Psychiatry, 2026, ISSN 0021-9630
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/jcpp.70144

Disparities in cancer incidence, stage at diagnosis, treatment and mortality across socioeconomic groups in Finland: a register-based population study (opens in new window)

Author(s): Xianhua Zai, Peng Li, Luca Dei Bardi, Kaarina Korhonen, Margherita Moretti, Mikko Myrskylä, Pekka Martikainen
Published in: BMJ Public Health, Issue 3, 2026, Page(s) e002829, ISSN 2753-4294
Publisher: BMJ
DOI: 10.1136/bmjph-2025-002829

The association of lowered alcohol prices with birth outcomes and abortions: A population‐based natural experiment (opens in new window)

Author(s): Juha Luukkonen; Liina Junna; Hanna Remes; Pekka Martikainen
Published in: Addiction, Issue 118(5), 2023, Page(s) 836-844, ISSN 0965-2140
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/add.16119

Parental socioeconomic composition of birth cohorts changed during the COVID-19 pandemic (opens in new window)

Author(s): Moritz Oberndorfer, Juha Luukkonen, Hanna Remes, Thomas Waldhör, Lizbeth Burgos-Ochoa, Márta K. Radó, Jasper V. Been, Olof Mpumwire Östergren, Peter Fallesen, Alicia Montgomerie, Rhiannon Megan Pilkington, John Lynch, Enny S. Paixao Cruz, Ila R. Falcão, Pekka T. Martikainen
Published in: Nature Communications, Issue 16, 2025, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-025-66264-z

Linking mental health disorders to childlessness: The roles of disorder type and partnership (opens in new window)

Author(s): Sanna Kailaheimo-Björkqvist, Jessica Nisén, Niina Metsä-Simola, Pekka Martikainen, Mikko Myrskylä
Published in: Journal of Family Research, Issue 38, 2026, Page(s) 130-147, ISSN 2699-2337
Publisher: Universitatsbibliothek Bamberg
DOI: 10.20377/jfr-1371

Adolescent Psychiatric Inpatient Episodes and Subsequent Labor Market Trajectories (opens in new window)

Author(s): Pitkänen, Joonas ; Junna, Liina ; Martikainen, Pekka
Published in: Journal of adolescent health, 2024, ISSN 1054-139X
Publisher: Elsevier BV
DOI: 10.1016/j.jadohealth.2024.02.001

Inequality in life expectancy losses by education in Finland during COVID-19 pandemic (opens in new window)

Author(s): Dmitri Jdanov, Domantas Jasilionis, Lasse Tarkiainen, Pekka Martikainen
Published in: International Journal for Equity in Health, Issue 25, 2026, ISSN 1475-9276
Publisher: BioMed Central
DOI: 10.1186/s12939-026-02827-w

The combined impact of smoking, alcohol, and obesity on past trends in educational inequalities in life expectancy in England and Wales, Finland, and Italy, 1990–2017 (opens in new window)

Author(s): Fanny Janssen, Pekka Martikainen, Nicolás Zengarini, Alison Sizer, Anton E Kunst
Published in: European Journal of Public Health, Issue 36, 2026, Page(s) 12-19, ISSN 1101-1262
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckaf181

Educational inequalities in smoking-attributable mortality in Europe: Understanding trends between 2000 and 2020 (opens in new window)

Author(s): Nienke W. Boderie, Alyson van Raalte, Jasper V. Been, Matthias Bopp, Henrik Brønnum-Hansen, Patrick Deboosere, Terje Andreas Eikemo, Ramune Kalediene, Mall Leinsalu, Di Long, Pekka Martikainen, Olof M. Östergren, Maica Rodríguez-Sanz, Frank J. van Lenthe, Wilma J. Nusselder
Published in: Public Health, Issue 250, 2026, Page(s) 106058, ISSN 0033-3506
Publisher: Elsevier
DOI: 10.1016/j.puhe.2025.106058

Equal in ashes? Exploring socioeconomic inequalities in lifespan based on obituary data in Austria (opens in new window)

Author(s): Mayer, Susanne ; Berger, Michael ; Oberndorfer, Moritz
Published in: SSM - population health, 2023, ISSN 2352-8273
Publisher: Elsevier
DOI: 10.1016/j.ssmph.2023.101550

Changing associations of coronary heart disease incidence with current partnership status and marital history over three decades (opens in new window)

Author(s): Silventoinen Karri, Korhonen Kaarina, Martikainen Pekka
Published in: SSM - Population Health, Issue 18, 2022, Page(s) 101080, ISSN 2352-8273
Publisher: Elsevier
DOI: 10.1016/j.ssmph.2022.101080

Long-term trends in urban-neighbourhood inequalities in cause-specific mortality and hospitalisation - multilevel analyses among individuals nested in Finnish post-code areas, 1991-2018 (opens in new window)

Author(s): Lasse Tarkiainen, Pekka Martikainen
Published in: SSM - population health, Issue 21, 2022, Page(s) 101323, ISSN 2352-8273
Publisher: Elsevier
DOI: 10.1016/j.ssmph.2022.101323

Maternal age and the risk of low birthweight and pre-term delivery: a pan-Nordic comparison (opens in new window)

Author(s): Siddartha Aradhya, Anna Tegunimataka, Øystein Kravdal, Pekka Martikainen, Mikko Myrskylä, Kieron Barclay, Alice Goisis
Published in: International Journal of Epidemiology, Issue 52(1), 2023, Page(s) 156-164, ISSN 0300-5771
Publisher: Oxford University Press
DOI: 10.1093/ije/dyac211

Association between perinatal mortality and morbidity and customised and non-customised birthweight centiles in Denmark, Finland, Norway, Wales, and England: comparative, population based, record linkage study (opens in new window)

Author(s): F. Kilpi, H. Jones, M. Magnus, G. Santorelli, L. Højsgaard Schmidt, S. Urhoj, S. Nelson, D. Tuffnell, R. French, P. Magnus, A. Nybo Andersen, P. Martikainen, K. Tilling, D. Lawlor
Published in: BMJ medicine, Issue Vol 2 (1), 2023, ISSN 2754-0413
Publisher: BMJ Publishing Group
DOI: 10.1136/bmjmed-2023-000521

Perinatal health among migrant women: A longitudinal register study in Finland 2000-17 (opens in new window)

Author(s): Heini Väisänen; Hanna Remes; Pekka Martikainen
Published in: SSM - Population Health, Issue 20, 2022, Page(s) 101298, ISSN 2352-8273
Publisher: Elsevier Ltd
DOI: 10.1016/j.ssmph.2022.101298

Labor epidural analgesia and subsequent risk of offspring autism spectrum disorder and attention-deficit/hyperactivity disorder: a cross-national cohort study of 4.5 million individuals and their siblings (opens in new window)

Author(s): Tor-Arne Hegvik, Kari Klungsøyr, Ralf Kuja-Halkola, Hanna Remes, Jan Haavik, Brian M D'Onofrio, Niina Metsä-Simola, Anders Engeland, Seena Fazel, Paul Lichtenstein, Pekka Martikainen, Henrik Larsson, Amir Sariaslan
Published in: American Journal of Obstetrics and Gynecology, Issue 228(2), 2023, Page(s) 233.e1-233.e12, ISSN 0002-9378
Publisher: Mosby Inc.
DOI: 10.1016/j.ajog.2022.08.016

Gender and educational trends in lifetime risk, age at onset, expectancy, and survival with cardiovascular disease in Finland, 1996-2020 (opens in new window)

Author(s): Shubhankar Sharma, Pekka Martikainen, Mikko Myrskyla, Lasse Tarkiainen, Ulla Suulamo
Published in: The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences, 2025, ISSN 1079-5014
Publisher: Gerontological Society of America
DOI: 10.1093/geronb/gbaf007

Moderating role of sociodemographic factors in parental psychiatric treatment before and after offspring severe self-harm (opens in new window)

Author(s): Joonas Pitkänen; Hanna Remes; Mikko Aaltonen; Pekka Martikainen
Published in: Journal of Affective Disorders, Issue 327, 2023, Page(s) 145-154, ISSN 0165-0327
Publisher: Elsevier BV
DOI: 10.1016/j.jad.2023.02.015

Heterogenous long-term health and social outcomes of type 1 diabetes: a full population 30-year observational cohort study (opens in new window)

Author(s): Aapo Hiilamo, Niina Metsä-Simola, Philipp Dierker, Pekka Martikainen, Mikko Myrskyla
Published in: American Journal of Epidemiology, Issue 195, 2026, Page(s) 117-125, ISSN 0002-9262
Publisher: Oxford University Press
DOI: 10.1093/aje/kwaf028

Number of siblings and psychotropic medication purchases surrounding parental death in adulthood: a population-wide cohort study in Finland (opens in new window)

Author(s): Juha Luukkonen, Joonas Pitkänen, Liina Junna, Lara Bister, Pekka Martikainen, Sini Pilvi Laakso, Hanna Remes
Published in: Journal of Epidemiology and Community Health, 2026, Page(s) jech-2025-224775, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2025-224775

Investigating causal effects of income on health using two-sample Mendelian randomisation (opens in new window)

Author(s): Erik Igelström, Marcus R. Munafò, Ben M. Brumpton, Neil M. Davies, George Davey Smith, Pekka Martikainen, Desmond Campbell, Peter Craig, Jim Lewsey, S. Vittal Katikireddi
Published in: BMC Global and Public Health, Issue 3, 2025, ISSN 2731-913X
Publisher: Springer Science and Business Media LLC
DOI: 10.1186/s44263-025-00130-4

Coevolution of education and income inequalities in mortality: is the double burden of basic education and low income becoming more lethal in Finland and Sweden over time? (opens in new window)

Author(s): Lasse Tarkiainen, Olof M Östergren, Luca Dei Bardi, Pekka Martikainen
Published in: Journal of Epidemiology and Community Health, Issue 80, 2026, Page(s) 320-326, ISSN 0143-005X
Publisher: British Medical Association
DOI: 10.1136/jech-2025-224182

Do genetics shape mental health trajectories around partnership transitions? (opens in new window)

Author(s): Philipp Dierker, Maria Gueltzow, Hannu Lahtinen, Mine Kühn, Pekka Martikainen, Mikko Myrskylä
Published in: MPIDR Working Paper, 2024
Publisher: Max Planck Institute for Demographic Research
DOI: 10.4054/mpidr-wp-2024-033

Are ageing parents and adult children living farther apart? Decomposing trends in intergenerational distance and co-residence in Finland (2003-2017) (opens in new window)

Author(s): Sanny Boy Domingo Afable, Megan Evans, Kaarina Korhonen, Yana C. Vierboom, Pekka Martikainen, Mikko Myrskylä, Hill Kulu
Published in: 2025
Publisher: Max Planck Institute for Demographic Research
DOI: 10.4054/mpidr-wp-2025-011

Genetic susceptibility to depression and the role of partnership status

Author(s): Maria Gueltzow, Hannu Lahtinen, Maarten J. Bijlsma, Mikko Myrskylä, Pekka Martikainen
Published in: MPIDR Working Paper, 2023
Publisher: Max Planck Institute for Demographic Research

Genetic associations with educational fields in &amp;gt;460,000 individuals (opens in new window)

Author(s): Rosa Cheesman, Ville Anapaz, null s.j.d.van.alten@vu.nl, Joakim Coleman Ebeltoft, Ralph Porneso, Ziada Ayorech, Perline Demange, Espen Moen Eilertsen, Abdel Abdellaoui, Agnes Fauske, Alexandra Havdahl, Hannu Lahtinen, Torkild Hovde Lyngstad, Qi Qin, andrea ganna, Eivind Ystrom
Published in: 2024
Publisher: Center for Open Science
DOI: 10.31234/osf.io/epura

The impact of polygenic score and socioeconomic status in predicting risk for 19 complex diseases (opens in new window)

Author(s): Fiona A. Hagenbeek, Anne Richmond, Max Tamlander, Kira Detrois, Zhiyu Yang, Tuomo Hartonen, Daniel L. McCartney, null null, Riccardo E. Marioni, Pekka Martikainen, Nina Mars, Andrea Ganna, Samuli Ripatti
Published in: 2026
Publisher: openRxiv
DOI: 10.1101/2025.09.02.25334913

Maternal illness and childhood injuries in Finland

Author(s): Antti O. Tanskanen, Niina Metsä-Simola, Lotta Volotinen, Mirkka Danielsbacka, Pekka Martikainen, Hanna Remes
Published in: INVEST Working Papers 74/2023, 2023, ISSN 2737-0534
Publisher: INVEST working papers

The effects of unemployment among single mothers on adolescent children’s mental health (opens in new window)

Author(s): Kühn, Mine; Baranowska, Anna; Metsä-Simola, Niina; Junna, Liina M.; Martikainen, Pekka
Published in: MPIDR Working Paper, 2022
Publisher: Max Planck Institute for Demographic Research
DOI: 10.4054/mpidr-wp-2022-026

More education and fewer children? the contribution of educational enrollment and attainment to the fertility decline in Norway (opens in new window)

Author(s): Kathryn Christine Beck, Julia Hellstrand, Mikko Myrskylä
Published in: MPIDR Working Paper WP, 2024
Publisher: Max Planck Institute for Demographic Research
DOI: 10.4054/mpidr-wp-2024-009

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