References
- Allison, P. D. (1990). Change Scores as Dependent Variables in Regression Analysis. Sociological Methodology, 20, 93. doi:https://doi.org/10.2307/271083
- Ambresin, G., Chondros, P., Dowrick, C., Herrman, H., & Gunn, J. M. (2014). Self-rated health and long-term prognosis of depression. Annals of Family Medicine, 12(1), 57–65. doi:https://doi.org/10.1370/afm.1562
- Aronson, J., Bankhead, C., Mahtani, K., & Nunan, D. (2018). Confounding by indication. https://catalogofbias.org/biases/confounding-by-indication.
- Aziz, R., & Steffens, D. C. (2013). What are the causes of late-life depression? The. Psychiatric Clinics of North America, 36(4), 497–516. doi:https://doi.org/10.1016/j.psc.2013.08.001
- Bair, M. J., Robinson, R. L., Katon, W., & Kroenke, K. (2003). Depression and pain comorbidity: A literature review. Archives of Internal Medicine, 163(20), 2433–2445. doi:https://doi.org/10.1001/archinte.163.20.2433
- Barnett, K., Mercer, S. W., Norbury, M., Watt, G., Wyke, S., & Guthrie, B. (2012). Epidemiology of multimorbidity and implications for health care, research, and medical education: A cross-sectional study. The Lancet, 380(9836), 37–43. doi:https://doi.org/10.1016/S0140-6736(12)60240-2
- Beekman, A. T., Kriegsman, D. M., Deeg, D. J., & van Tilburg, W. (1995). The association of physical health and depressive symptoms in the older population: Age and sex differences. Social Psychiatry and Psychiatric Epidemiology, 30(1), 32–38. doi:https://doi.org/10.1007/BF00784432
- Beutel, M. E., Brähler, E., Wiltink, J., Kerahrodi, J. G., Burghardt, J., Michal, M., … Tibubos, A. N. (2019). New onset of depression in aging women and men: Contributions of social, psychological, behavioral, and somatic predictors in the community - CORRIGENDUM. Psychological Medicine, 49(1), 175. doi:https://doi.org/10.1017/S0033291718002787
- Birk, J. L., Kronish, I. M., Moise, N., Falzon, L., Yoon, S., & Davidson, K. W. (2019). Depression and multimorbidity: Considering temporal characteristics of the associations between depression and multiple chronic diseases. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association, 38(9), 802–811. doi:https://doi.org/10.1037/hea0000737
- Blazer, D. G. (2003). Depression in late life: Review and commentary. The Journals of Gerontology. Series A, Biological Sciences and Medical Sciences, 58(3), 249–265. doi:https://doi.org/10.1093/gerona/58.3.m249
- Blazer, D. G. . (2002). Self-efficacy and depression in late life: A primary prevention proposal. Aging & mental health, 6(4), 315–324. doi:https://doi.org/10.1080/1360786021000006938
- Blazer, D. G., & Hybels, C. F. (2005). Origins of depression in later life. Psychological Medicine, 35(9), 1241–1252. doi:https://doi.org/10.1017/S0033291705004411
- Bock, J.‐O., Luppa, M., Brettschneider, C., Riedel-Heller, S., Bickel, H., Fuchs, A., … König, H., ‐H. (2014). Impact of depression on health care utilization and costs among multimorbid patients–from the MultiCare Cohort Study. PloS One., 9(3), e91973. doi:https://doi.org/10.1371/journal.pone.0091973
- Brauns, H., & Steinmann, S. (1999). Educational reform in France, West-Germany and the United Kingdom: Updating the CASMIN educational classification. ZUMA Nachrichten, 23(44), 7–44.
- Brettschneider, C., Leicht, H., Bickel, H., Dahlhaus, A., Fuchs, A., Gensichen, J., … König, H.‐H. (2013). Relative impact of multimorbid chronic conditions on health-related quality of life-results from the MultiCare Cohort Study. PloS One, 8(6), e66742 doi:https://doi.org/10.1371/journal.pone.0066742
- Campbell, L. C., Clauw, D. J., & Keefe, F. J. (2003). Persistent pain and depression: A biopsychosocial perspective. Biological Psychiatry, 54(3), 399–409. doi:https://doi.org/10.1016/S0006-3223(03)00545-6
- Creed, F., & Dickens, C. (2007). Depression in the medically ill. In A. Steptoe (Ed.), Depression and physical illness (pp. 3–18). Cambridge, UK: Cambridge University Press.
- Dohrenwend, B. P., Levav, I., Shrout, P. E., Schwartz, S., Naveh, G., Link, B. G., … Stueve, A. (1992). Socioeconomic status and psychiatric disorders: The causation-selection issue. Science (New York, N.Y.), 255(5047), 946–952. doi:https://doi.org/10.1126/science.1546291
- Domènech-Abella, J., Mundó, J., Leonardi, M., Chatterji, S. [., Sommath, ], Tobiasz-Adamczyk, B., Koskinen, S., … Haro, J. M. (2018). The association between socioeconomic status and depression among older adults in Finland, Poland and Spain: A comparative cross-sectional study of distinct measures and pathways. J Affect Disord, 241, 311–318. doi:https://doi.org/10.1016/j.jad.2018.08.077
- EuroQol Group. (1990). EuroQol - a new facility for the measurement of health-related quality of life. Health Policy, 16(3), 199–208. doi:https://doi.org/10.1016/0168-8510(90)90421-9
- Fiske, A., Wetherell, J. L., & Gatz, M. (2009). Depression in Older Adults. Annual Review of Clinical Psychology, 5(1), 363–389. doi:https://doi.org/10.1146/annurev.clinpsy.032408.153621
- Fletcher, T. D. (2012). QuantPsyc: Quantitative Psychology Tools. https://CRAN.R-project.org/package=QuantPsyc.
- Freeman, A., Tyrovolas, S., Koyanagi, A., Chatterji, S. [., Somnath, ], Leonardi, M., Ayuso-Mateos, J. L., … Haro, J. M. (2016). The role of socio-economic status in depression: Results from the COURAGE (aging survey in Europe). BMC Public Health, 16(1), 1098 doi:https://doi.org/10.1186/s12889-016-3638-0.
- Gariépy, G., Honkaniemi, H., & Quesnel-Vallée, A. (2016a). Social support and protection from depression: Systematic review of current findings in Western countries. The British Journal of Psychiatry : The journal of Mental Science, 209(4), 284–293. doi:https://doi.org/10.1192/bjp.bp.115.169094
- Gariépy, G., Honkaniemi, H., & Quesnel-Vallée, A. (2016b). Social support and protection from depression: Systematic review of current findings in Western countries. The British Journal of Psychiatry : The Journal of Mental Science, 209(4), 284–293. doi:https://doi.org/10.1192/bjp.bp.115.169094
- Gauggel, S., & Birkner, B. (1999). Validität und Reliabilität einer deutschen Version der Geriatrischen Depressionsskala (GDS). Zeitschrift Für Klinische Psychologie Und Psychotherapie, 28(1), 18–27. doi:https://doi.org/10.1026//0084-5345.28.1.18
- George, L. K., Blazer, D. G., Hughes, D. C., & Fowler, N. (1989). Social support and the outcome of major depression. The British Journal of Psychiatry : The Journal of Mental Science, 154, 478–485. doi:https://doi.org/10.1192/bjp.154.4.478
- Han, B. (2002). Depressive symptoms and self-rated health in community-dwelling older adults: A longitudinal study. Journal of the American Geriatrics Society, 50(9), 1549–1556. doi:https://doi.org/10.1046/j.1532-5415.2002.50411.x
- Harrison, C., Britt, H., Miller, G., & Henderson, J. (2014). Examining different measures of multimorbidity, using a large prospective cross-sectional study in Australian general practice. BMJ Open, 4(7), e004694. https://doi.org/10.1136/bmjopen-2013-004694.
- Holahan, C. K., & Holahan, C. J. (1987). Self-efficacy, social support, and depression in aging: A longitudinal analysis. Journal of Gerontology, 42(1), 65–68. doi:https://doi.org/10.1093/geronj/42.1.65
- Holden, L., Harris, M., Hockey, R., Ferrari, A., Lee, Y. Y., Dobson, A. J., & Lee, C. (2019). Predictors of change in depressive symptoms over time: Results from the Australian Longitudinal Study on Women's Health. Journal of Affective Disorders, 245, 771–778. doi:https://doi.org/10.1016/j.jad.2018.11.076
- Katon, W. J. (2011). Epidemiology and treatment of depression in patients with chronic medical illness. Dialogues in Clinical Neuroscience, 13(1), 7–23.
- Korff, M., von, Ormel, J., Keefe, F. J., & Dworkin, S. F. (1992). Grading the severity of chronic pain. Pain, 50(2), 133–149. doi:https://doi.org/10.1016/0304-3959(92)90154-4
- Laird, K. T., Krause, B., Funes, C., & Lavretsky, H. (2019). Psychobiological factors of resilience and depression in late life. Translational Psychiatry, 9(1), 88 doi:https://doi.org/10.1038/s41398-019-0424-7.
- Lawton, M. P., & Brody, E. M. (1969). Assessment of older people: Self-maintaining and instrumental activities of daily living. The Gerontologist, 9(3), 179–186. doi:https://doi.org/10.1093/geront/9.3_Part_1.179
- Lorant, V., Deliège, D., Eaton, W., Robert, A., Philippot, P., & Ansseau, M. (2003). Socioeconomic inequalities in depression: A meta-analysis. American Journal of Epidemiology, 157(2), 98–112. doi:https://doi.org/10.1093/aje/kwf182
- Maciejewski, P. K., Prigerson, H. G., & Mazure, C. M. (2000). Self-efficacy as a mediator between stressful life events and depressive symptoms. Differences based on history of prior depression. The British Journal of Psychiatry : The Journal of Mental Science, 176, 373–378. doi:https://doi.org/10.1192/bjp.176.4.373
- Maddux, J. E., & Meier, L. J. (1995). Self-Efficacy and Depression. In J. E. Maddux (Ed.), The Plenum Series in Social/Clinical Psychology. Self-Efficacy, adaptation, and adjustment: Theory, research, and application. Springer US.
- Mercer, S., Salisbury, C., & Fortin, M. (2014). Abc of Multimorbidity. ABC Series. Wiley. Hoboken. http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=779643
- Millán-Calenti, J. C., Sánchez, A., Lorenzo, T., & Maseda, A. (2012). Depressive symptoms and other factors associated with poor self-rated health in the elderly: Gender differences. Geriatrics & Gerontology International, 12(2), 198–206. doi:https://doi.org/10.1111/j.1447-0594.2011.00745.x
- Mitchell, A. J., Bird, V., Rizzo, M., & Meader, N. (2010). Diagnostic validity and added value of the Geriatric Depression Scale for depression in primary care: A meta-analysis of GDS30 and GDS15. Journal of Affective Disorders, 125(1-3), 10–17. doi:https://doi.org/10.1016/j.jad.2009.08.019
- Mitchell, A. J., & Subramaniam, H. (2005). Prognosis of depression in old age compared to middle age: A systematic review of comparative studies. The American Journal of Psychiatry, 162(9), 1588–1601. doi:https://doi.org/10.1176/appi.ajp.162.9.1588
- Mojtabai, R., & Olfson, M. (2004). Major depression in community-dwelling middle-aged and older adults: Prevalence and 2- and 4-year follow-up symptoms. Psychological Medicine, 34(4), 623–634. doi:https://doi.org/10.1017/S0033291703001764
- Morris, J. C., Heyman, A., Mohs, R. C., Hughes, J. P., van Belle, G., Fillenbaum, G., … Clark, C. (1989). The Consortium to Establish a Registry for Alzheimer's Disease (CERAD). Part I. Clinical and neuropsychological assessment of Alzheimer's disease. Neurology, 39(9), 1159–1165. doi:https://doi.org/10.1212/wnl.39.9.1159
- Oxman, T. E., Berkman, L. F., Kasl, S., Freeman, D. H., & Barrett, J. (1992). Social support and depressive symptoms in the elderly. American Journal of Epidemiology, 135(4), 356–368. doi:https://doi.org/10.1093/oxfordjournals.aje.a116297
- Pinquart, M., & Sörensen, S. (2009). Caregiving Distress and Psychological Health of Caregivers. In K. V. Oxington (Ed.), Psychology of stress (pp. 165–206). New York; Ann Arbor, Michigan: Nova Science Publishers; ProQuest.
- R Core Team. (2019). R: A Language and Environment for Statistical Computing. Vienna, Austria. https://www.R-project.org/
- Read, J. R., Sharpe, L., Modini, M., & Dear, B. F. (2017). Multimorbidity and depression: A systematic review and meta-analysis. Journal of Affective Disorders, 221, 36–46. doi:https://doi.org/10.1016/j.jad.2017.06.009
- Saltzman, K. M., & Holahan, C. J., [C. J. ] (2002). Social Support, Self-efficacy, And Depressive Symptoms: An Integrative Model. Journal of Social and Clinical Psychology, 21(3), 309–322. doi:https://doi.org/10.1521/jscp.21.3.309.22531
- Sareen, J., Afifi, T. O., McMillan, K. A., & Asmundson, G. J. G. (2011). Relationship between household income and mental disorders: Findings from a population-based longitudinal study. Archives of General Psychiatry, 68(4), 419–427. doi:https://doi.org/10.1001/archgenpsychiatry.2011.15
- Schäfer, I., Hansen, H., Schön, G., Maier, W., Höfels, S., Altiner, A., … van den Bussche, H. (2009). The German MultiCare-study: Patterns of multimorbidity in primary health care - protocol of a prospective cohort study. BMC Health Services Research, 9, 145. doi:https://doi.org/10.1186/1472-6963-9-145
- Schwarzbach, M., Luppa, M., Hansen, H., König, H., ‐H., Gensichen, J., Petersen, J. J., … Riedel-Heller, S. G. (2014). A comparison of GP and GDS diagnosis of depression in late life among multimorbid patients - results of the MultiCare study. J Affect Disord, 168, 276–283. doi:https://doi.org/10.1016/j.jad.2014.06.020
- Schwarzer, R., & Jerusalem, M. (1995). Generalized Self-Efficacy scale. In M. Johnston, S. C. Wright, & J. Weinman (Eds.), Measures in Health Psychology: A User's Portfolio. NFER-NELSON.
- Sharpe, L., McDonald, S., Correia, H., Raue, P. J., Meade, T., Nicholas, M., & Arean, P. (2017). Pain severity predicts depressive symptoms over and above individual illnesses and multimorbidity in older adults. BMC Psychiatry, 17(1), 166. doi:https://doi.org/10.1186/s12888-017-1334-y
- Spangenberg, L., Forkmann, T., Brähler, E., & Glaesmer, H. (2011). The association of depression and multimorbidity in the elderly: Implications for the assessment of depression. Psychogeriatrics : The Official Journal of the Japanese Psychogeriatric Society, 11(4), 227–234. doi:https://doi.org/10.1111/j.1479-8301.2011.00375.x
- Steinert, C., Hofmann, M., Kruse, J., & Leichsenring, F. (2014). The prospective long-term course of adult depression in general practice and the community. A systematic literature review. Journal of Affective Disorders, 152-154, 65–75. doi:https://doi.org/10.1016/j.jad.2013.10.017
- Taylor, S. E. (2011). Social Support: A Review. In H. S. Friedman (Ed.), Oxford library of psychology. The Oxford handbook of health psychology (pp. 189–214). New York: Oxford Univ. Press.
- Triolo, F., Harber-Aschan, L., Belvederi Murri, M., Calderón-Larrañaga, A., Vetrano, D. L., Sjöberg, L., … Dekhtyar, S. (2020). The complex interplay between depression and multimorbidity in late life: Risks and pathways. Mechanisms of Ageing and Development, 192, 111383 doi:https://doi.org/10.1016/j.mad.2020.111383
- Van Puymbroeck, C. M., Zautra, A. J., & Harakas, P., ‐P. (2007). Chronic pain and depression: Twin burdens of adaptation. In A. Steptoe (Ed.), Depression and physical illness (pp. 145–164). Cambridge, UK: Cambridge University Press.
- Vink, D., Aartsen, M. J., & Schoevers, R. A. (2008). Risk factors for anxiety and depression in the elderly: A review. Journal of Affective Disorders, 106(1-2), 29–44. doi:https://doi.org/10.1016/j.jad.2007.06.005
- Wickham, H., François, R., Henry, L., & Müller, K. (2019). dplyr: A Grammar of Data Manipulation. https://CRAN.R-project.org/package=dplyr.
- Yesavage, J. A., Brink, T. L., Rose, T. L., Lum, O., Huang, V., Adey, M., & Leirer, V. O. (1982). Development and validation of a geriatric depression screening scale: A preliminary report. Journal of Psychiatric Research, 17(1), 37–49. https://doi.org/https://doi.org/10.1016/0022-3956(82)90033-4 doi:https://doi.org/10.1016/0022-3956(82)90033-4
- Yesavage, J. A., & Sheikh, J. I. (1986). 9/Geriatric Depression Scale (GDS). Clinical Gerontologist, 5(1-2), 165–173. doi:https://doi.org/10.1300/J018v05n01_09
- Yoshida, K. (2019). tableone: Create ’Table 1’ to Describe Baseline Characteristics. https://CRAN.R-project.org/package=tableone.
- You, L., Yu, Z., Zhang, X., Wu, M., Lin, S., Zhu, Y., … Chen, K. (2019). Association Between Multimorbidity and Depressive Symptom Among Community-Dwelling Elders in Eastern China. Clinical Interventions in Aging, Volume 14, 2273–2280. doi:https://doi.org/10.2147/CIA.S221917
- Zaidi, A. (2010). Poverty Risks for Older People in EU Countries – An Update. European Centre. https://www.euro.centre.org/publications/detail/389.