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Published in: BMC Public Health 1/2018

Open Access 01-12-2018 | Research article

Lifestyle choices and mental health: a longitudinal survey with German and Chinese students

Authors: Julia Velten, Angela Bieda, Saskia Scholten, André Wannemüller, Jürgen Margraf

Published in: BMC Public Health | Issue 1/2018

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Abstract

Background

A healthy lifestyle can be beneficial for one’s mental health. Thus, identifying healthy lifestyle choices that promote psychological well-being and reduce mental problems is useful to prevent mental disorders. The aim of this longitudinal study was to evaluate the predictive values of a broad range of lifestyle choices for positive mental health (PMH) and mental health problems (MHP) in German and Chinese students.

Method

Data were assessed at baseline and at 1-year follow-up. Samples included 2991 German (Mage = 21.69, SD = 4.07) and 12,405 Chinese (Mage = 20.59, SD = 1.58) university students. Lifestyle choices were body mass index, frequency of physical and mental activities, frequency of alcohol consumption, smoking, vegetarian diet, and social rhythm irregularity. PMH and MHP were measured with the Positive Mental Health Scale and a 21-item version of the Depression Anxiety and Stress Scale. The predictive values of lifestyle choices for PMH and MHP at baseline and follow-up were assessed with single-group and multi-group path analyses.

Results

Better mental health (higher PMH and fewer MHP) at baseline was predicted by a lower body mass index, a higher frequency of physical and mental activities, non-smoking, a non-vegetarian diet, and a more regular social rhythm. When controlling for baseline mental health, age, and gender, physical activity was a positive predictor of PMH, smoking was a positive predictor of MHP, and a more irregular social rhythm was a positive predictor of PMH and a negative predictor of MHP at follow-up. The good fit of a multi-group model indicated that most lifestyle choices predict mental health comparably across samples. Some country-specific effects emerged: frequency of alcohol consumption, for example, predicted better mental health in German and poorer mental health in Chinese students.

Conclusions

Our findings underline the importance of healthy lifestyle choices for improved psychological well-being and fewer mental health difficulties. Effects of lifestyle on mental health are comparable in German and Chinese students. Some healthy lifestyle choices (i.e., more frequent physical activity, non-smoking, regular social rhythm) are related to improvements in mental health over a 1-year period.
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Literature
1.
go back to reference Herrman H, Saxena S, Moodie R. Promoting mental health: concepts, emerging evidence, practice: a report of the World Health Organization, Department of Mental Health and Substance Abuse in collaboration with the Victorian Health Promotion Foundation and the University of Melbourne: World Health Organization; 2005. Herrman H, Saxena S, Moodie R. Promoting mental health: concepts, emerging evidence, practice: a report of the World Health Organization, Department of Mental Health and Substance Abuse in collaboration with the Victorian Health Promotion Foundation and the University of Melbourne: World Health Organization; 2005.
2.
go back to reference Wittchen HU, Jacobi F, Rehm J, Gustavsson A, Svensson M, Jönsson B, et al. The size and burden of mental disorders and other disorders of the brain in Europe 2010. Eur Neuropsychopharmacol. 2011;21:655–79.CrossRefPubMed Wittchen HU, Jacobi F, Rehm J, Gustavsson A, Svensson M, Jönsson B, et al. The size and burden of mental disorders and other disorders of the brain in Europe 2010. Eur Neuropsychopharmacol. 2011;21:655–79.CrossRefPubMed
3.
go back to reference World Health Organization. Mental health: strengthening our response. Fact sheet Nr. 220. Geneva: World Health Organization; 2014. World Health Organization. Mental health: strengthening our response. Fact sheet Nr. 220. Geneva: World Health Organization; 2014.
4.
go back to reference Keyes CLM. Mental illness and/or mental health? Investigating axioms of the complete state model of health. J Consult Clin Psychol. 2005;73:539–48.CrossRefPubMed Keyes CLM. Mental illness and/or mental health? Investigating axioms of the complete state model of health. J Consult Clin Psychol. 2005;73:539–48.CrossRefPubMed
6.
go back to reference Schönfeld P, Brailovskaia J, Bieda A, Zhang XC, Margraf J. The effects of daily stress on positive and negative mental health: mediation through self-efficacy. Int J Clin Heal. 2016;16:1–10.CrossRef Schönfeld P, Brailovskaia J, Bieda A, Zhang XC, Margraf J. The effects of daily stress on positive and negative mental health: mediation through self-efficacy. Int J Clin Heal. 2016;16:1–10.CrossRef
7.
go back to reference American Psychiatric Association. Diagnostic and statistical manual of mental disorders. 5th revision ed. Washington, DC; 2013. American Psychiatric Association. Diagnostic and statistical manual of mental disorders. 5th revision ed. Washington, DC; 2013.
8.
go back to reference World Health Organization. The ICD-10 classification of mental and behavioural disorders: diagnostic criteria for research. Geneva: World Health Organization; 1993. World Health Organization. The ICD-10 classification of mental and behavioural disorders: diagnostic criteria for research. Geneva: World Health Organization; 1993.
9.
go back to reference Keyes CLM. Social well-being. Soc Psychol. 1998:121–40. Keyes CLM. Social well-being. Soc Psychol. 1998:121–40.
10.
go back to reference Waterman AS. Two conceptions of happiness: contrasts of personal expressiveness (eudaimonia) and hedonic enjoyment. J Pers Soc Psychol. 1993;64:678–91.CrossRef Waterman AS. Two conceptions of happiness: contrasts of personal expressiveness (eudaimonia) and hedonic enjoyment. J Pers Soc Psychol. 1993;64:678–91.CrossRef
11.
go back to reference Keyes CLM, Shmotkin D, Ryff CD. Optimizing well-being: the empirical encounter of two traditions. J Pers Soc Psychol. 2002;82:1007–22.CrossRefPubMed Keyes CLM, Shmotkin D, Ryff CD. Optimizing well-being: the empirical encounter of two traditions. J Pers Soc Psychol. 2002;82:1007–22.CrossRefPubMed
12.
go back to reference Lukat J, Margraf J, Lutz R, van der Veld WM, Becker ES. Psychometric properties of the positive mental health scale (PMH-scale). BMCPsychol. 2016;4:8. Lukat J, Margraf J, Lutz R, van der Veld WM, Becker ES. Psychometric properties of the positive mental health scale (PMH-scale). BMCPsychol. 2016;4:8.
14.
go back to reference Fogelholm M. Physical activity, fitness and fatness: relations to mortality, morbidity and disease risk factors. A systematic review. Obes Rev. 2010;11:202–21.CrossRefPubMed Fogelholm M. Physical activity, fitness and fatness: relations to mortality, morbidity and disease risk factors. A systematic review. Obes Rev. 2010;11:202–21.CrossRefPubMed
15.
go back to reference Bygren LO, Weissglas G, Wikström B-M, Konlaan BB, Grjibovski A, Karlsson A-B, et al. Cultural participation and health: a randomized controlled trial among medical care staff. Psychosom Med. 2009;71:469–73.CrossRefPubMed Bygren LO, Weissglas G, Wikström B-M, Konlaan BB, Grjibovski A, Karlsson A-B, et al. Cultural participation and health: a randomized controlled trial among medical care staff. Psychosom Med. 2009;71:469–73.CrossRefPubMed
16.
go back to reference Bygren LO, Konlaan BB, Johansson S. Attendance at cultural events, reading books or periodicals, and making music or singing in a choir as determinants for survival: Swedish interview survey of living conditions. BMJ Br Med J. 1996;313:1577–80.CrossRef Bygren LO, Konlaan BB, Johansson S. Attendance at cultural events, reading books or periodicals, and making music or singing in a choir as determinants for survival: Swedish interview survey of living conditions. BMJ Br Med J. 1996;313:1577–80.CrossRef
18.
go back to reference Ronksley PE, Brien SE, Turner BJ, Mukamal KJ, Ghali WA. Association of alcohol consumption with selected cardiovascular disease outcomes: a systematic review and meta-analysis. BMJ Br Med J. 2011;342:d671.CrossRef Ronksley PE, Brien SE, Turner BJ, Mukamal KJ, Ghali WA. Association of alcohol consumption with selected cardiovascular disease outcomes: a systematic review and meta-analysis. BMJ Br Med J. 2011;342:d671.CrossRef
19.
go back to reference Harriss DJ, Atkinson G, George K, Tim Cable N, Reilly T, Haboubi N, et al. Lifestyle factors and colorectal cancer risk (1): systematic review and meta-analysis of associations with body mass index. Color Dis. 2009;11:547–63.CrossRef Harriss DJ, Atkinson G, George K, Tim Cable N, Reilly T, Haboubi N, et al. Lifestyle factors and colorectal cancer risk (1): systematic review and meta-analysis of associations with body mass index. Color Dis. 2009;11:547–63.CrossRef
20.
go back to reference Scarborough P, Nnoaham KE, Clarke D, Capewell S, Rayner M. Modelling the impact of a healthy diet on cardiovascular disease and cancer mortality. J Epidemiol Community Heal. 2012;66:420–6.CrossRef Scarborough P, Nnoaham KE, Clarke D, Capewell S, Rayner M. Modelling the impact of a healthy diet on cardiovascular disease and cancer mortality. J Epidemiol Community Heal. 2012;66:420–6.CrossRef
21.
go back to reference Harriss DJ, Atkinson G, Batterham A, George K, Tim Cable N, Reilly T, et al. Lifestyle factors and colorectal cancer risk (2): a systematic review and meta-analysis of associations with leisure-time physical activity. Color Dis. 2009;11:689–701.CrossRef Harriss DJ, Atkinson G, Batterham A, George K, Tim Cable N, Reilly T, et al. Lifestyle factors and colorectal cancer risk (2): a systematic review and meta-analysis of associations with leisure-time physical activity. Color Dis. 2009;11:689–701.CrossRef
22.
go back to reference Sattelmair J, Pertman J, Ding EL, Kohl HW, Haskell W, Lee I-M. Dose response between physical activity and risk of coronary heart disease a meta-analysis. Circulation. 2011;124:789–95.CrossRefPubMedPubMedCentral Sattelmair J, Pertman J, Ding EL, Kohl HW, Haskell W, Lee I-M. Dose response between physical activity and risk of coronary heart disease a meta-analysis. Circulation. 2011;124:789–95.CrossRefPubMedPubMedCentral
23.
go back to reference He FJ, Nowson CA, MacGregor GA. Fruit and vegetable consumption and stroke: meta-analysis of cohort studies. Lancet. 2006;367:320–6.CrossRefPubMed He FJ, Nowson CA, MacGregor GA. Fruit and vegetable consumption and stroke: meta-analysis of cohort studies. Lancet. 2006;367:320–6.CrossRefPubMed
24.
go back to reference Jonsdottir IH, Rödjer L, Hadzibajramovic E, Börjesson M, Ahlborg G. A prospective study of leisure-time physical activity and mental health in Swedish health care workers and social insurance officers. Prev Med. 2010;51:373–7.CrossRefPubMed Jonsdottir IH, Rödjer L, Hadzibajramovic E, Börjesson M, Ahlborg G. A prospective study of leisure-time physical activity and mental health in Swedish health care workers and social insurance officers. Prev Med. 2010;51:373–7.CrossRefPubMed
25.
go back to reference Xu Q, Courtney M, Anderson D, Courtney M. A longitudinal study of the relationship between lifestyle and mental health among midlife and older women in Australia: findings from the healthy aging of women study. Health Care Women Int. 2010;31:1082–96.CrossRefPubMed Xu Q, Courtney M, Anderson D, Courtney M. A longitudinal study of the relationship between lifestyle and mental health among midlife and older women in Australia: findings from the healthy aging of women study. Health Care Women Int. 2010;31:1082–96.CrossRefPubMed
26.
go back to reference Scott KM, Bruffaerts R, Simon GE, Alonso J, Angermeyer M, de Girolamo G, et al. Obesity and mental disorders in the general population: results from the world mental health surveys. Int J Obes. 2008;32:192–200. Scott KM, Bruffaerts R, Simon GE, Alonso J, Angermeyer M, de Girolamo G, et al. Obesity and mental disorders in the general population: results from the world mental health surveys. Int J Obes. 2008;32:192–200.
27.
go back to reference Headey B, Muffels R, Wagner GG. Choices which change life satisfaction: similar results for Australia, Britain and Germany. Soc Indic Res. 2013;112:725–48.CrossRef Headey B, Muffels R, Wagner GG. Choices which change life satisfaction: similar results for Australia, Britain and Germany. Soc Indic Res. 2013;112:725–48.CrossRef
28.
go back to reference Chaney EH, Chaney JD, Wang MQ, Eddy JM. Lifestyle behaviors and mental health of American adults. Psychol Rep. 2007;100:294–302.CrossRefPubMed Chaney EH, Chaney JD, Wang MQ, Eddy JM. Lifestyle behaviors and mental health of American adults. Psychol Rep. 2007;100:294–302.CrossRefPubMed
29.
go back to reference Hamer M, Stamatakis E, Steptoe A. Dose-response relationship between physical activity and mental health: the Scottish health survey. Br J Sport Med. 2009;43:1111–4.CrossRef Hamer M, Stamatakis E, Steptoe A. Dose-response relationship between physical activity and mental health: the Scottish health survey. Br J Sport Med. 2009;43:1111–4.CrossRef
30.
go back to reference Rohrer JE, Pierce JR Jr, Blackburn C, et al. Lifestyle and mental health. Prev Med. 2005;40:438–43.CrossRefPubMed Rohrer JE, Pierce JR Jr, Blackburn C, et al. Lifestyle and mental health. Prev Med. 2005;40:438–43.CrossRefPubMed
31.
go back to reference Margraf J, Lavallee KL, Zhang XC, Schneider S. Social rhythm and mental health: a cross-cultural comparison. PLoS One. 2016;11:e0150312. Margraf J, Lavallee KL, Zhang XC, Schneider S. Social rhythm and mental health: a cross-cultural comparison. PLoS One. 2016;11:e0150312.
32.
go back to reference Cai D, Zhu M, Lin M, Zhang XC, Margraf J. The bidirectional relationship between positive mental health and social rhythm in college students: a three-year longitudinal study. Front Psychol. 2017;8:1–7. Cai D, Zhu M, Lin M, Zhang XC, Margraf J. The bidirectional relationship between positive mental health and social rhythm in college students: a three-year longitudinal study. Front Psychol. 2017;8:1–7.
33.
go back to reference Velten J, Lavallee KL, Scholten S, Meyer AH, Zhang XC, Schneider S, et al. Lifestyle choices and mental health: a representative population survey in Germany. BMC Psychol. 2014;2:2. Velten J, Lavallee KL, Scholten S, Meyer AH, Zhang XC, Schneider S, et al. Lifestyle choices and mental health: a representative population survey in Germany. BMC Psychol. 2014;2:2.
34.
go back to reference World Health Organization. Obesity: preventing and managing the global epidemic. Geneva: World Health Organization; 2000. World Health Organization. Obesity: preventing and managing the global epidemic. Geneva: World Health Organization; 2000.
36.
go back to reference McCallum J. The SF-36 in an Australian sample: validating a new, generic health status measure. Aust N Z J Public Health. 1995;19:160–6.CrossRef McCallum J. The SF-36 in an Australian sample: validating a new, generic health status measure. Aust N Z J Public Health. 1995;19:160–6.CrossRef
37.
go back to reference Pavot W, Diener E. Review of the satisfaction with life scale. Psychol Assess. 1993;5:164–72.CrossRef Pavot W, Diener E. Review of the satisfaction with life scale. Psychol Assess. 1993;5:164–72.CrossRef
38.
go back to reference Luppino FS, de Wit LM, Bouvy PF, Stijnen T, Cuijpers P, Penninx BW, Zitman FG. Overweight, obesity, and depression. Arch Gen Psychiatry. 2010;67:220–9.CrossRefPubMed Luppino FS, de Wit LM, Bouvy PF, Stijnen T, Cuijpers P, Penninx BW, Zitman FG. Overweight, obesity, and depression. Arch Gen Psychiatry. 2010;67:220–9.CrossRefPubMed
39.
go back to reference Mammen G, Faulkner G. Physical activity and the prevention of depression: a systematic review of prospective studies. Am J Prev Med. 2013;45:649–57.CrossRefPubMed Mammen G, Faulkner G. Physical activity and the prevention of depression: a systematic review of prospective studies. Am J Prev Med. 2013;45:649–57.CrossRefPubMed
40.
go back to reference Herring MP, O’Connor PJ, Dishman RK. The effect of exercise training on anxiety symptoms among patients: a systematic review. Arch Intern Med. 2010;170:321–31.CrossRefPubMed Herring MP, O’Connor PJ, Dishman RK. The effect of exercise training on anxiety symptoms among patients: a systematic review. Arch Intern Med. 2010;170:321–31.CrossRefPubMed
41.
go back to reference Babyak M, Blumenthal JA, Herman S, Khatri P, Doraiswamy M, Moore K, et al. Exercise treatment for major depression: maintenance of therapeutic benefit at 10 months. Psychosom Med. 2000;62:633–8.CrossRefPubMed Babyak M, Blumenthal JA, Herman S, Khatri P, Doraiswamy M, Moore K, et al. Exercise treatment for major depression: maintenance of therapeutic benefit at 10 months. Psychosom Med. 2000;62:633–8.CrossRefPubMed
42.
go back to reference Netz Y, Wu M-J, Becker BJ, Tenenbaum G. Physical activity and psychological well-being in advanced age: a meta-analysis of intervention studies. Psychol Aging. 2005;20:272–84.CrossRefPubMed Netz Y, Wu M-J, Becker BJ, Tenenbaum G. Physical activity and psychological well-being in advanced age: a meta-analysis of intervention studies. Psychol Aging. 2005;20:272–84.CrossRefPubMed
43.
go back to reference Cuypers K, Krokstad S, Lingaas Holmen T, Skjei Knudtsen M, Bygren LO, Holmen J. Patterns of receptive and creative cultural activities and their association with perceived health, anxiety, depression and satisfaction with life among adults: the HUNT study, Norway. J Epidemiol Community Heal. 2012;66:698–703.CrossRef Cuypers K, Krokstad S, Lingaas Holmen T, Skjei Knudtsen M, Bygren LO, Holmen J. Patterns of receptive and creative cultural activities and their association with perceived health, anxiety, depression and satisfaction with life among adults: the HUNT study, Norway. J Epidemiol Community Heal. 2012;66:698–703.CrossRef
44.
go back to reference Takeda F, Noguchi H, Monma T, Tamiya N. How possibly do leisure and social activities impact mental health of middle-Aged adults in Japan? An evidence from a national longitudinal survey. PLoS One. 2015;10:e0139777.CrossRefPubMedPubMedCentral Takeda F, Noguchi H, Monma T, Tamiya N. How possibly do leisure and social activities impact mental health of middle-Aged adults in Japan? An evidence from a national longitudinal survey. PLoS One. 2015;10:e0139777.CrossRefPubMedPubMedCentral
45.
go back to reference Kötter T, Tautphäus Y, Obst KU, Voltmer E, Scherer M. Health-promoting factors in the freshman year of medical school: a longitudinal study. Med Educ. 2016;50:646–56.CrossRefPubMed Kötter T, Tautphäus Y, Obst KU, Voltmer E, Scherer M. Health-promoting factors in the freshman year of medical school: a longitudinal study. Med Educ. 2016;50:646–56.CrossRefPubMed
46.
go back to reference Rodgers B, Korten AE, Jorm AF, Christensen H, Henderson S, Jacomb PA. Risk factors for depression and anxiety in abstainers, moderate drinkers and heavy drinkers. Addiction. 2000;95:1833–45.CrossRefPubMed Rodgers B, Korten AE, Jorm AF, Christensen H, Henderson S, Jacomb PA. Risk factors for depression and anxiety in abstainers, moderate drinkers and heavy drinkers. Addiction. 2000;95:1833–45.CrossRefPubMed
47.
go back to reference Skogen JC, Harvey SB, Henderson M, Stordal E, Mykletun A. Anxiety and depression among abstainers and low-level alcohol consumers. The Nord-Trøndelag health study. Addiction. 2009;104:1519–29.CrossRefPubMed Skogen JC, Harvey SB, Henderson M, Stordal E, Mykletun A. Anxiety and depression among abstainers and low-level alcohol consumers. The Nord-Trøndelag health study. Addiction. 2009;104:1519–29.CrossRefPubMed
48.
go back to reference Massin S, Kopp P. Is life satisfaction hump-shaped with alcohol consumption? Evidence from Russian panel data. Addict Behav. 2014;39:803–10.CrossRefPubMed Massin S, Kopp P. Is life satisfaction hump-shaped with alcohol consumption? Evidence from Russian panel data. Addict Behav. 2014;39:803–10.CrossRefPubMed
49.
go back to reference Kinnunen T, Haukkala A, Korhonen T, Quiles ZN, Spiro A, Garvey AJ. Depression and smoking across 25 years of the normative aging study. Int J Psychiatry Med. 2006;36:413–26.CrossRefPubMed Kinnunen T, Haukkala A, Korhonen T, Quiles ZN, Spiro A, Garvey AJ. Depression and smoking across 25 years of the normative aging study. Int J Psychiatry Med. 2006;36:413–26.CrossRefPubMed
50.
go back to reference Lien L, Satatun Å, Heyerdahl S, Søgaard AJ, Bjertness E. Is the relationship between smoking and mental health influenced by other unhealthy lifestyle factors? Results from a 3-year follow-up study among adolescents in Oslo, Norway. J Adolesc Health. 2009;45:609–17. Lien L, Satatun Å, Heyerdahl S, Søgaard AJ, Bjertness E. Is the relationship between smoking and mental health influenced by other unhealthy lifestyle factors? Results from a 3-year follow-up study among adolescents in Oslo, Norway. J Adolesc Health. 2009;45:609–17.
51.
go back to reference Taylor G, McNeill A, Girling A, Farley A, Lindson-Hawley N, Aveyard P. Change in mental health after smoking cessation: systematic review and meta-analysis. BMJ. 2014;348:g1151.CrossRefPubMedPubMedCentral Taylor G, McNeill A, Girling A, Farley A, Lindson-Hawley N, Aveyard P. Change in mental health after smoking cessation: systematic review and meta-analysis. BMJ. 2014;348:g1151.CrossRefPubMedPubMedCentral
52.
go back to reference Weinhold D, Chaloupka FJ. Smoking status and subjective well-being. Tob Control. 2017;26:195–201.CrossRefPubMed Weinhold D, Chaloupka FJ. Smoking status and subjective well-being. Tob Control. 2017;26:195–201.CrossRefPubMed
53.
go back to reference Tjora T, Hetland J, Aaroe LE, Wold B, Wiium N, Oeverland S. The association between smoking and depression from adolescence to adulthood. Addiction. 2014;109:1022–30.CrossRefPubMed Tjora T, Hetland J, Aaroe LE, Wold B, Wiium N, Oeverland S. The association between smoking and depression from adolescence to adulthood. Addiction. 2014;109:1022–30.CrossRefPubMed
54.
go back to reference McKenzie M, Olsson CA, Jorm AF, Romaniuk H, Patton GC. Association of adolescent symptoms of depression and anxiety with daily smoking and nicotine dependence in young adulthood: findings from a 10-year longitudinal study. Addiction. 2010;105:1652–9.CrossRefPubMed McKenzie M, Olsson CA, Jorm AF, Romaniuk H, Patton GC. Association of adolescent symptoms of depression and anxiety with daily smoking and nicotine dependence in young adulthood: findings from a 10-year longitudinal study. Addiction. 2010;105:1652–9.CrossRefPubMed
55.
go back to reference Baines S, Powers J, Brown WJ. How does the health and well-being of young Australian vegetarian and semi-vegetarian women compare with non-vegetarians? Public Health Nutr. 2007;10:436–42.CrossRefPubMed Baines S, Powers J, Brown WJ. How does the health and well-being of young Australian vegetarian and semi-vegetarian women compare with non-vegetarians? Public Health Nutr. 2007;10:436–42.CrossRefPubMed
56.
go back to reference Michalak J, Zhang XC, Jacobi F. Vegetarian diet and mental disorders: results from a representative community survey. Int J Behav Nutr Phys Act. 2012;9:67. Michalak J, Zhang XC, Jacobi F. Vegetarian diet and mental disorders: results from a representative community survey. Int J Behav Nutr Phys Act. 2012;9:67.
57.
go back to reference Refsum H, Yajnik CS, Gadkari M, Schneede J, Vollset SE, Örning L, et al. Hyperhomocysteinemia and elevated methylmalonic acid indicate a high prevalence of cobalamin deficiency in Asian Indians. Am J Clin Nutr. 2001;74:233–41.CrossRefPubMed Refsum H, Yajnik CS, Gadkari M, Schneede J, Vollset SE, Örning L, et al. Hyperhomocysteinemia and elevated methylmalonic acid indicate a high prevalence of cobalamin deficiency in Asian Indians. Am J Clin Nutr. 2001;74:233–41.CrossRefPubMed
58.
go back to reference Jagannath A, Peirson SN, Foster RG. Sleep and circadian rhythm disruption in neuropsychiatric illness. Curr Opin Neurobiol. 2013;23:888–94.CrossRefPubMed Jagannath A, Peirson SN, Foster RG. Sleep and circadian rhythm disruption in neuropsychiatric illness. Curr Opin Neurobiol. 2013;23:888–94.CrossRefPubMed
61.
go back to reference Lieverse R, de Vries R, Hoogendoorn AW, Smit JH, Hoogendijk WJG. Social support and social rhythm regularity in elderly patients with major depressive disorder. Am J Geriatr Psychiatry. 2013;21:1144–53.CrossRefPubMed Lieverse R, de Vries R, Hoogendoorn AW, Smit JH, Hoogendijk WJG. Social support and social rhythm regularity in elderly patients with major depressive disorder. Am J Geriatr Psychiatry. 2013;21:1144–53.CrossRefPubMed
62.
go back to reference Sutherland C. Introduction: German politics and society from a cosmopolitan perspective. Ger Polit Soc. 2011;29:1–19.CrossRef Sutherland C. Introduction: German politics and society from a cosmopolitan perspective. Ger Polit Soc. 2011;29:1–19.CrossRef
63.
go back to reference Markus HR, Kitayama S. Culture and the self: implications for cognition, emotion, and motivation. Psychol Rev. 1991;98:224–53.CrossRef Markus HR, Kitayama S. Culture and the self: implications for cognition, emotion, and motivation. Psychol Rev. 1991;98:224–53.CrossRef
64.
go back to reference Gorber, SC, Tremblay, M, Moher, D, & Gorber, B. A comparison of direct vs. self-report measures for assessing height, weight and body mass index: a systematic review. Obes Rev. 2007;8(4):307–26. Gorber, SC, Tremblay, M, Moher, D, & Gorber, B. A comparison of direct vs. self-report measures for assessing height, weight and body mass index: a systematic review. Obes Rev. 2007;8(4):307–26.
65.
go back to reference Jin S, Zheng J, Xin Z. The structure and characteristics of contemporary Chinese values. Acta Psychol Sin. 2009;41:1000–14. Jin S, Zheng J, Xin Z. The structure and characteristics of contemporary Chinese values. Acta Psychol Sin. 2009;41:1000–14.
66.
go back to reference Brislin RW. Back-translation for cross-cultural research. J Cross-Cult Psychol. 1970;1:185–216.CrossRef Brislin RW. Back-translation for cross-cultural research. J Cross-Cult Psychol. 1970;1:185–216.CrossRef
67.
go back to reference Milton K, Bull FC, Bauman A. Reliability and validity testing of a single-item physical activity measure. Br J Sport Med. 2011;45:203–8.CrossRef Milton K, Bull FC, Bauman A. Reliability and validity testing of a single-item physical activity measure. Br J Sport Med. 2011;45:203–8.CrossRef
68.
go back to reference Wanner M, Probst-Hensch N, Kriemler S, Meier F, Bauman A, Martin BW. What physical activity surveillance needs: validity of a single-item questionnaire. Br J Sports Med. 2014;48:1570–6.CrossRefPubMed Wanner M, Probst-Hensch N, Kriemler S, Meier F, Bauman A, Martin BW. What physical activity surveillance needs: validity of a single-item questionnaire. Br J Sports Med. 2014;48:1570–6.CrossRefPubMed
69.
go back to reference Gmel G, Rehm J. Measuring alcohol consumption. Contemp Drug Probl. 2004;31:467.CrossRef Gmel G, Rehm J. Measuring alcohol consumption. Contemp Drug Probl. 2004;31:467.CrossRef
70.
go back to reference Skogen JC, Knudsen AK, Hysing M, Wold B, Sivertsen B. Trajectories of alcohol use and association with symptoms of depression from early to late adolescence: the Norwegian longitudinal health behaviour study. Drug Alcohol Rev. 2016;35:307–16.CrossRefPubMed Skogen JC, Knudsen AK, Hysing M, Wold B, Sivertsen B. Trajectories of alcohol use and association with symptoms of depression from early to late adolescence: the Norwegian longitudinal health behaviour study. Drug Alcohol Rev. 2016;35:307–16.CrossRefPubMed
71.
go back to reference Henry JD, Crawford JR. The short-form version of the depression anxiety stress scales (DASS-21): construct validity and normative data in a large non-clinical sample. Br J Clin Psychol. 2005;44:227–39.CrossRefPubMed Henry JD, Crawford JR. The short-form version of the depression anxiety stress scales (DASS-21): construct validity and normative data in a large non-clinical sample. Br J Clin Psychol. 2005;44:227–39.CrossRefPubMed
72.
go back to reference Lovibond PF, Lovibond SH. The structure of negative emotional states: comparison of the depression anxiety stress scales (DASS) with the Beck depression and anxiety inventories. Behav Res Ther. 1995;33:335–43.CrossRefPubMed Lovibond PF, Lovibond SH. The structure of negative emotional states: comparison of the depression anxiety stress scales (DASS) with the Beck depression and anxiety inventories. Behav Res Ther. 1995;33:335–43.CrossRefPubMed
74.
go back to reference IBM. IBM SPSS statistics for Macintosh. Armonk, NY: IBM Corp; 2012. IBM. IBM SPSS statistics for Macintosh. Armonk, NY: IBM Corp; 2012.
75.
go back to reference Muthén LK, Muthén BO. Mplus User’s Guide. 8th ed. Muthén & Muthén: Los Angeles; 1988-2017. Muthén LK, Muthén BO. Mplus User’s Guide. 8th ed. Muthén & Muthén: Los Angeles; 1988-2017.
76.
go back to reference Cohen J. Statistical power analysis for the behavioral sciences. 2nd ed. Hillsdale: Erlbaum; 1988. Cohen J. Statistical power analysis for the behavioral sciences. 2nd ed. Hillsdale: Erlbaum; 1988.
77.
go back to reference Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Model. 1999;6:1–55.CrossRef Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Model. 1999;6:1–55.CrossRef
78.
go back to reference RC MC, Browne MW, Sugawara HM. Power analysis and determination of sample size for covariance structure modeling. Psychol Methods. 1996, 1:130. RC MC, Browne MW, Sugawara HM. Power analysis and determination of sample size for covariance structure modeling. Psychol Methods. 1996, 1:130.
79.
go back to reference Hu L, Bentler PM. Fit indices in covariance structure modeling: sensitivity to underparameterized model misspecification. Psychol Meth. 1998;3:424–53.CrossRef Hu L, Bentler PM. Fit indices in covariance structure modeling: sensitivity to underparameterized model misspecification. Psychol Meth. 1998;3:424–53.CrossRef
80.
go back to reference NCD Risk Factor Collaboration. Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2416 population-based measurement studies in 128.9 million children, adolescents, and adults. Lancet. 2016;390:2627–42. NCD Risk Factor Collaboration. Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2416 population-based measurement studies in 128.9 million children, adolescents, and adults. Lancet. 2016;390:2627–42.
81.
go back to reference Yusuf S, Hawken S, Ounpuu S, Bautista L, Franzosi MG, Commerford P, et al. Obesity and the risk of myocardial infarction in 27,000 participants from 52 countries: a case-control study. Lancet. 2005;366:1640–9.CrossRefPubMed Yusuf S, Hawken S, Ounpuu S, Bautista L, Franzosi MG, Commerford P, et al. Obesity and the risk of myocardial infarction in 27,000 participants from 52 countries: a case-control study. Lancet. 2005;366:1640–9.CrossRefPubMed
82.
go back to reference World Health Organization. Global status report on alcohol and health, 2014. Geneva: World Health Organization; 2014. World Health Organization. Global status report on alcohol and health, 2014. Geneva: World Health Organization; 2014.
83.
go back to reference Cochrane J, Chen H, Conigrave KM, Hao W. Alcohol use in China. Alcohol. 2003;38:537–42.CrossRef Cochrane J, Chen H, Conigrave KM, Hao W. Alcohol use in China. Alcohol. 2003;38:537–42.CrossRef
84.
go back to reference Du S, Mroz TA, Zhai F, Popkin BM. Rapid income growth adversely affects diet quality in China - particularly for the poor! Soc Sci Med. 2004;59:1505–15.CrossRefPubMed Du S, Mroz TA, Zhai F, Popkin BM. Rapid income growth adversely affects diet quality in China - particularly for the poor! Soc Sci Med. 2004;59:1505–15.CrossRefPubMed
85.
go back to reference Appleby L, Warner R, Whitton A, Faragher B. A controlled study of fluoxetine and cognitive-behavioural counselling in the treatment of postnatal depression. BMJ. 1997;314:932.CrossRefPubMedPubMedCentral Appleby L, Warner R, Whitton A, Faragher B. A controlled study of fluoxetine and cognitive-behavioural counselling in the treatment of postnatal depression. BMJ. 1997;314:932.CrossRefPubMedPubMedCentral
86.
go back to reference Alonso J, Angermeyer MC, Bernert S, Bruffaerts R, Brugha TS, Bryson H, et al. Prevalence of mental disorders in Europe: results from the European study of the epidemiology of mental disorders (ESEMeD) project. Acta Psychiatr Scand. 2004;109:21–7.CrossRef Alonso J, Angermeyer MC, Bernert S, Bruffaerts R, Brugha TS, Bryson H, et al. Prevalence of mental disorders in Europe: results from the European study of the epidemiology of mental disorders (ESEMeD) project. Acta Psychiatr Scand. 2004;109:21–7.CrossRef
87.
go back to reference Twenge JM, Gentile B, DeWall CN, Ma D, Lacefield K, Schurtz DR. Birth cohort increases in psychopathology among young Americans, 1938-2007: a cross-temporal meta-analysis of the MMPI. Clin Psychol Rev. 2010;30:145–54.CrossRefPubMed Twenge JM, Gentile B, DeWall CN, Ma D, Lacefield K, Schurtz DR. Birth cohort increases in psychopathology among young Americans, 1938-2007: a cross-temporal meta-analysis of the MMPI. Clin Psychol Rev. 2010;30:145–54.CrossRefPubMed
88.
go back to reference Norton Norton PJ. Depression anxiety and stress scales (DASS-21): psychometric analysis across four racial groups. Anxiety Stress Coping. 2007;20:253–65.CrossRefPubMed Norton Norton PJ. Depression anxiety and stress scales (DASS-21): psychometric analysis across four racial groups. Anxiety Stress Coping. 2007;20:253–65.CrossRefPubMed
89.
go back to reference Zhang XC, Kuchinke L, Woud ML, Velten J, Margraf J. Survey method matters: online/offline questionnaires and face-to-face or telephone interviews differ. Comput Human Behav. 2017;71:172–80.CrossRef Zhang XC, Kuchinke L, Woud ML, Velten J, Margraf J. Survey method matters: online/offline questionnaires and face-to-face or telephone interviews differ. Comput Human Behav. 2017;71:172–80.CrossRef
90.
go back to reference Costa PT, McCrae RR. Influence of extraversion and neuroticism on subjective well-being: happy and unhappy people. J Pers Soc Psychol. 1980;38:668–78. Costa PT, McCrae RR. Influence of extraversion and neuroticism on subjective well-being: happy and unhappy people. J Pers Soc Psychol. 1980;38:668–78.
91.
go back to reference Brailovskaia J, Schönfeld P, Zhang XC, Bieda A, Kochetkov Y, Margraf J. A cross-cultural study in Germany, Russia, and China: are resilient and social supported students protected against depression, anxiety, and stress? Psychol Rep. 2017:1–19. Brailovskaia J, Schönfeld P, Zhang XC, Bieda A, Kochetkov Y, Margraf J. A cross-cultural study in Germany, Russia, and China: are resilient and social supported students protected against depression, anxiety, and stress? Psychol Rep. 2017:1–19.
92.
go back to reference Berking M, Wupperman P. Emotion regulation and mental health. Curr Opin Psychiatry. 2012;25:128–34.CrossRefPubMed Berking M, Wupperman P. Emotion regulation and mental health. Curr Opin Psychiatry. 2012;25:128–34.CrossRefPubMed
93.
go back to reference Zawadzki MJ. Rumination is independently associated with poor psychological health: comparing emotion regulation strategies. Psychol Health. 2015;30:1146–63.CrossRefPubMed Zawadzki MJ. Rumination is independently associated with poor psychological health: comparing emotion regulation strategies. Psychol Health. 2015;30:1146–63.CrossRefPubMed
94.
go back to reference Molarius A, Berglund K, Eriksson C, Eriksson HG, Linden-Bostrom M, Nordstrom E, et al. Mental health symptoms in relation to socio-economic conditions and lifestyle factors – a population-based study in Sweden. BMC Public Health. 2009;9:302.CrossRefPubMedPubMedCentral Molarius A, Berglund K, Eriksson C, Eriksson HG, Linden-Bostrom M, Nordstrom E, et al. Mental health symptoms in relation to socio-economic conditions and lifestyle factors – a population-based study in Sweden. BMC Public Health. 2009;9:302.CrossRefPubMedPubMedCentral
95.
go back to reference Stathopoulou G, Powers MB, Berry AC, JAJ S, Otto MW. Exercise interventions for mental health: a quantitative and qualitative review. Clin Psychol Sci Pract. 2006;13:179–93.CrossRef Stathopoulou G, Powers MB, Berry AC, JAJ S, Otto MW. Exercise interventions for mental health: a quantitative and qualitative review. Clin Psychol Sci Pract. 2006;13:179–93.CrossRef
96.
go back to reference Hutton HE, Wilson LM, Apelberg BJ, Tang EA, Odelola O, Bass EB, et al. A systematic review of randomized controlled trials: web-based interventions for smoking cessation among adolescents, college students, and adults. Nicotine Tob Res. 2011;13:227–38.CrossRefPubMed Hutton HE, Wilson LM, Apelberg BJ, Tang EA, Odelola O, Bass EB, et al. A systematic review of randomized controlled trials: web-based interventions for smoking cessation among adolescents, college students, and adults. Nicotine Tob Res. 2011;13:227–38.CrossRefPubMed
97.
go back to reference Grandin LD, Alloy LB, Abramson LY. The social zeitgeber theory, circadian rhythms, and mood disorders: review and evaluation. Clin Psychol Rev. 2006;26:679–94.CrossRefPubMed Grandin LD, Alloy LB, Abramson LY. The social zeitgeber theory, circadian rhythms, and mood disorders: review and evaluation. Clin Psychol Rev. 2006;26:679–94.CrossRefPubMed
98.
go back to reference Ehlers CL, Kupfer DJ, Frank E, Monk TH. Biological rhythms and depression: the role of zeitgebers and zeitstorers. Depression. 1993;1:285–93.CrossRef Ehlers CL, Kupfer DJ, Frank E, Monk TH. Biological rhythms and depression: the role of zeitgebers and zeitstorers. Depression. 1993;1:285–93.CrossRef
99.
go back to reference Monk TH, Kupfer DJ, Frank E, Ritenour AM. The social rhythm metric (SRM): measuring daily social rhythms over 12 weeks. Psychiatry Res. 1991;36:195–207.CrossRefPubMed Monk TH, Kupfer DJ, Frank E, Ritenour AM. The social rhythm metric (SRM): measuring daily social rhythms over 12 weeks. Psychiatry Res. 1991;36:195–207.CrossRefPubMed
100.
go back to reference Blanco C, Okuda M, Wright C, Hasin DS, Grant BF, Liu S-M, et al. Mental health of college students and their non–college-attending peers. Arch Gen Psych. 2008;65:1429–37.CrossRef Blanco C, Okuda M, Wright C, Hasin DS, Grant BF, Liu S-M, et al. Mental health of college students and their non–college-attending peers. Arch Gen Psych. 2008;65:1429–37.CrossRef
101.
go back to reference Hunt J, Eisenberg D. Mental health problems and help-seeking behavior among college students. J Adolesc Health. 2010;46:3–10.CrossRefPubMed Hunt J, Eisenberg D. Mental health problems and help-seeking behavior among college students. J Adolesc Health. 2010;46:3–10.CrossRefPubMed
102.
Metadata
Title
Lifestyle choices and mental health: a longitudinal survey with German and Chinese students
Authors
Julia Velten
Angela Bieda
Saskia Scholten
André Wannemüller
Jürgen Margraf
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2018
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-018-5526-2

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