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. 2023 Sep 4;23:652. doi: 10.1186/s12888-023-05069-0

Table 2.

Characteristics of included studies

Author & year Type of review Geographical setting of included studies No. of relevant primary studies Population Year of included studies Type of analysis Exposure Outcome Quality rating/ overall confidence
Depression – loneliness
Cohen-Mansfield et al., (2016) Systematic Review Finland, USA, Netherlands, Spain, Ireland, UK 12 Older Adults 2004–2012 Narrative Synthesis Loneliness ‘Depression’ including studies measuring depressive symptoms, low mood, ‘uselessness’, ‘lack of taking initiative’, and ‘expecting negative reactions from caregivers’ Critically low
Erzen & Çikrikci (2018) Systematic Review Not reported 70a Adults 1980–2018 Meta-analysis Loneliness Depression (general term “depression”) Critically low
Depression – loneliness, social isolation, social support and social network size
Choi et al., (2015) Systematic Review Malaysia, USA, New Zealand, Turkey, Mexico 8 Older Adults 2003–2014 Narrative Synthesis Subjective and objective social isolation Depression (symptoms) Critically low
Courtin & Knapp et al., (2017) Scoping Review 15 countries overall, including western Europe (UK and Netherlands) and USA 29 Older Adults 2000–2013 Narrative Synthesis Loneliness and social isolation Depression Critically low
Worrall et al., (2020) Systematic Review Not reported 37 Older Adults 2007–2018 Narrative Synthesis Loneliness, Social Support & Social Network Depressive symptom (severity) Low
Depression – social support and/or social networks
Edwards et al., (2020) Systematic Review Germany, Columbia, USA 13 Active Christian clergy-members (7.6% United Methodist; 39.2% Catholic; 12.2% Presbyterian; 1% other Protestant denominations) 1997–2019 Narrative Synthesis Social Support Depression (no specific clarification about whether depression diagnosis or symptoms) Critically low
Gariépy et al., (2016) Systematic Review USA, Canada and Europe, Australia and New Zealand 100 All ages in general population 1988–2014 Meta-analysis Social Support Depression (depression diagnosis or depressive symptoms) Critically low
Guo & Stensland et al., (2018) Systematic Review USA 32 Older Chinese and Korean immigrants in USA 1996–2016 Narrative Synthesis Social Support & Social Networks Depression (depressive symptoms) Critically low
Guruge et al., (2015) Scoping Review Canada 34 Immigrant women youth 1990–2013 Narrative Synthesis Social Support Depression (depressive symptoms) (n = 18 studies), or determinants of mental health in general (n = 16) Critically low
Hall et al., (2018) Systematic Review United States 7 LGBQ adolescents (15–24 years of age) 2000–2013 Narrative Synthesis Social Support (from friends and family, sexuality specific social support) Depression (symptom severity or threshold for clinically significant depressive symptoms) Critically low
Mohd et al., (2019) Systematic Review China, Japan, Singapore, Taiwan, Hong Kong, Korea, Macau, Thailand 24 Older adults living in Asia 2001–2016 Narrative Synthesis Structural and functional social support (includes social network size as an aspect of structural social support) Depression (self-reported or diagnosed) Critically low
Qiu et al., (2020) Systematic Review China 4 Chinese adults > age 55 2005–2019 Meta-analysis Social Support Clinician diagnosis of depression Critically Low
Rueger et al., (2016) Meta-analytic Review Finland, Israel, Romania, Turkey, Belgium, Brazil, Burundi, Hong Kong, Iceland, Israel, Italy, Kenya, Korea, Mexico, Russia (k = 2 each); Austria, Croatia, France, Germany, Greece, Hungary, Japan, Kuwait, Poland, Portugal, Puerto Rico, South Africa, Spain, Sweden, Switzerland, United Arab Emirates, United Kingdom, Australia, United States 341 Children and adolescents 1983–2014 Meta-analysis Social Support Depression (diagnosis, symptoms) Low
Santini et al., (2015) Systematic Review USA, Asia, Europe 50 Adults from general population 2004–2013 Narrative Synthesis Social Support & Social Networks Depression (symptoms, presence, onset or development) Low
Schwarzbach et al., (2014) Systematic Review USA, Asia, Europe 17 Older adults 1985–2012 Narrative Synthesis Social Support & Social Networks Depression (dimensional diagnosis, prevalence, incidence) Critically low
Visentini et al., (2018) Systematic Review Finland, Hungary, India, Netherlands, Norway, Sweden, USA 18 Patients with chronic depression 1986–2015 Narrative Synthesis Social Support & Social Networks Chronic Depression (diagnosis) Low
Perinatal/postnatal depression & anxiety - social support
Bayrampour et al., (2018) Systematic Review USA, Canada, Hungary, Turkey, Hong Kong, New Zealand, Poland, Germany, Bangladesh, UK, South Africa, Greece 22 Pregnant women 1982–2015 Meta-analysis, Narrative Review Social Support Anxiety (symptoms, generalised anxiety, overall anxiety disorders in pregnancy) Low
Bedaso et al., (2021) Systematic Review Jordan, Nigeria, Italy, UK, Indonesia, Canada, Ethiopia, Jamaica, Turkey, Singapore, USA, China, Hungary, Greece, Germany, South Africa, Hong Kong, India, Finland, Malaysia, Sweden, Iran, Malawi, Pakistan, Bangladesh, Taiwan, Tanzania 63 Adult pregnant mothers 2004–2019 Meta-analysis, Narrative Review Social Support Any diagnosed depressive disorders and general anxiety disorder according to ICD and DSM or depressive disorders and general anxiety disorder based on a valid screening tool Moderate
Desta et al., (2021) Systematic Review SNNPR, Oromia, Amhara, Harar, Addiss (regions within Ethiopia) 4 Postpartum women with postpartum depression in Ethiopia 2018–2020 Meta-analysis Social Support Postpartum depression Critically low
Nisar et al., (2020) Systematic Review 23 regions of Mainland China 10 Chinese women in perinatal period 1996–2018 Meta-analysis Social Support Perinatal depression Moderate
Qi et al., (2021) Systematic Review China 9 Chinese women who have given birth to at least one child including those living in countries other than China 2004–2020 Meta-analysis Social Support Onset of post-partum depression Critically Low
Razurel et al., (2013) Systematic Review UK, Canada, Taiwan, Israel, Australia and USA 25 Perinatal mothers 2000–2009 Narrative Synthesis Social Support Postnatal depression (symptoms) Critically low
Tarsuslu et al., (2020) Systematic Review Global 5 Fathers post-partum 2010–2019 Narrative Synthesis Social Support Post-partum depression measured on differing scales but established ones. Critically Low
Tolossa et al., (2020) Systematic Review Ethiopia 5 Women in postpartum period with all studies conducted in Ethiopia 2016–2019 Meta-analysis, Narrative Review Social Support Secondary outcome was to determine the main risk factors associated with PND with social support being one of the risk factors examined. Low
Zeleke et al., (2021) Systematic Review Ethiopia 3 Postnatal mothers 2010–2020 Meta-analysis, Narrative Review Social Support Diagnosis of PND. Does not specify if related to either onset or severity, just ‘more likely to have it’ Low
Depression, anxiety, and OCD – loneliness and social isolation or social support or social capital
Gilmour et al., (2020) Systematic Review United States, South Korea, Portugal, Hong Kong, Belgium, Taiwan 5 Young adults 2011–2018 Narrative Synthesis Social Support Mental health conditions; Depression and anxiety Low
Loades et al., (2020) Rapid Systematic Review USA, China, Europe and Australia, India, Malaysia, Korea, Thailand, Israel, Iran, and Russia 63 Children/adolescents 1983–2020 Narrative Synthesis Isolation Depression & anxiety (symptom severity) Moderate
Mahon et al., (2006) Meta-analytic Review Not reported 30 Adolescents (11–23 years of age) 1980–2004 Meta-analysis Loneliness Depression (general term “depression”) and ‘social anxiety’, Social support Critically low
Anxiety, and ADHD - loneliness
Hards et al., (2021) Rapid Systematic Review United States, Australia, Canada, China, Taiwan 8 Predominantly children or adolescents with heightened distress, mental health problems, or diagnoses based on internationally recognized (DSM or ICD) 1993–2020 Narrative Synthesis Loneliness Depression, anxiety, and obsessive–compulsive disorder (OCD) Low
Anxiety – social support and/or social network
Zimmermann et al., (2020) Systematic Review Global 4 Adults in general population who had a clinically diagnosed anxiety disorder. They looked at anxiety disorders across the spectrum (outcomes included OCD, Specific Phobia, SAD, GAD etc.) 2010–2014 Narrative Synthesis Measure of social support not defined at top level; underlying studies either measured social support (via scales) with one study looking at quantity of social network and experience of close friendships Social support was looked at in relation to social anxiety disorder (2 studies) and as a risk factor for any anxiety disorder (1 study) Moderate
PTSD – social support
Allen et al., (2021) Systematic Review Global but predominately USA and China 50 Child and adolescents 1996–2019 Meta-analysis Social Support Primary aim was to evaluate the overall relationship between social support and PTSD; secondary aim was to investigate the relationship between severity of PTSD relative to levels of social support Moderate
Blais et al., (2021) Meta-analytic Review U.S. 38 Service members or veterans in the U.S. military 1998–2019 Meta-analysis Types of Social support (perceived, enacted, structural, or social negativity); Sources of social support (military v. non-military); timing of social support (during deployment v. not during deployment) Severity of PTSD symptoms Moderate
Tirone et al., (2021) Systematic Review Primarily USA 29 Adult betrayal trauma survivors 2000–2019 Meta-analysis Social Support PTSD symptom severity (understanding the moderators of) Critically Low
Trickey et al., (2012) Meta-analytic Review UK, USA 4 Children and adolescents (6–18 years) 1996–2007 Meta-analysis Low social support (including feeling isolated/ excluded and perceived alienation) PTSD symptom severity and diagnosis Critically Low
Zalta et al., (2021) Systematic Review Global 150 All participants had to be exposed to a DSM-5 criterion event and had to be > 18 years; treatment studies were excluded and study population chosen on basis of their PTSD were excluded 1980–2019 Meta-analysis Social support defined as negative social reactions; perceived level of support’ structural support; enacted support PTSD symptom severity Moderate
PTSD and Depression – social support and/or social network
Scott et al., (2020) Systematic Review Global 10 Adults 18 years plus following bereavement after sudden / violent death 1988–2019 Narrative Synthesis Informal Social Support Relevant outcome to this was a psychiatric symptoms (including depression and PTSD) either clinical diagnosis or measure of symptom severity Moderate
Psychosis – loneliness
Chau et al., (2019) Meta-analytic Review USA, UK, Netherlands, Poland, Israel, USA, Germany, Ireland, Denmark, France, Australia 31 Adults with and without clinical diagnosis of psychosis 1995–2018 Meta-analysis Loneliness Psychosis (positive and negative symptoms, psychotic experiences) Low

Michalska

da Rocha et al., (2018)

Systematic Review United States, Great Britain, Australia, Germany, Israel, Poland 13 People with a diagnosis of a psychotic disorder 1993–2016 Meta-analysis Loneliness Psychosis (symptoms) Moderate
Lim et al., (2018) Systematic Review Ireland, Israel, Philippines, Poland, UK, USA, Serbia 9 People with a diagnosis of a psychotic disorder 1995–2016 Narrative Synthesis Loneliness Psychosis (diagnosis) Moderate
Psychosis – social support and/or social networks
Degnan et al., (2018) Systematic Review USA, UK, Poland, Australia, Denmark, Austria 16 Adults with schizophrenia 1989–2013 Meta-analysis, Narrative Review Social Networks Schizophrenia (symptomatic and/or functional outcome) Moderate
Gayer-Anderson and Morgan (2013) Systematic Review North America, Europe, Australia, Korea 38 People aged 16–64 years, first episode psychosis and general population samples with psychotic experiences or schizotypal traits 1976–2011 Narrative Synthesis Social Support & Social Networks Early psychosis (first episode) Critically low
Palumbo et al., (2015) Systematic Review USA, Austria, Belgium, Denmark, Finland, Germany, Poland, Spain, UK, Nigeria, Brazil 20 Adults with a diagnosed psychotic disorder 1976–2013 Narrative Synthesis Social Networks Psychosis (a standardised diagnosis of either schizophrenia, schizoaffective disorder, “narrow schizophrenia” spectrum disorder, or “psychosis”) Critically low
Bipolar disorder – social support
Greenberg et al., (2014) Systematic Review Not reported 15 Adults with bipolar disorder 1985–2010 Narrative Synthesis Social Support Bipolar disorder (general term “bipolar disorder”, manic or depressive episodes) Critically low
Studart et al., (2015) Systematic Review Not reported 13 People with bipolar disorder 1985–2012 Narrative Synthesis Social Support Bipolar disorder (general term “bipolar disorder”, symptoms, mania and depression) Critically low
Depression, Bipolar, Psychosis & Anxiety disorders – loneliness & perceived social support
Wang et al., (2018) Systematic Review North America, Europe, Israel 34 Adults with mental illnesses 1988–2016 Narrative Synthesis Social Isolation, Social Support Depression, bipolar, schizophrenia/schizoaffective, anxiety, mixed mental illness (relapse, measures of functioning or recovery, symptom severity, global outcome) Moderate
Eating disorders – social support
Arcelus et al., (2013) Systematic Review Not reported 4 Patients with eating disorders (anorexia and/or bulimia), along with non-clinical populations (university students) and controls 1992–1999 Narrative Synthesis Social Support Eating disorders (symptom severity) Low
Mental ill-health in general (no specified mental health condition) – social support
Casale & Wild, (2013) Systematic Review Not reported 17 Adult caregivers who have HIV and adult caregivers caring for HIV/AIDS affected children 1995–2010 Narrative Synthesis Social Support Mental Health outcomes Critically low
Tajvar et al., (2013) Systematic Review Middle Eastern Countries 9 Older Adults 1986–2010 Narrative Synthesis Social Support Mental Health outcomes Low
Mental ill-health in general (no specified mental health condition) – individual-level social capital
De Silva et al., (2005) Systematic Review UK, Scotland, USA, Russia, South Africa, Zambia 14b Adults with common mental disorders (depression and anxiety) 1992–2003 Narrative Synthesis Social Capital Common mental disorders (onset and symptoms) Critically low
Ehsan & De Silva et al., (2015) Systematic Review Mexico, USA, UK, Greece, Japan, Australia 33b Adults with common mental disorders (depression and anxiety) Inception-2014 Narrative Synthesis Social Capital Common mental disorders (onset and symptoms) Low
COVID-19 context
Covid-19 Perinatal/postnatal depression - social support
Fan et al., (2021) Systematic Review Israel, Sri Lanka, China, Turkey, Italy, Belgium, Colombia, Japan, the United States, Iran 19 Pregnant women 2020 Narrative Synthesis Social Support Psychiatric symptoms of depression and anxiety Low
Covid 19: PTSD – social support
Hong, Kim and Park, (2021) Systematic Review China, Italy, Spain, Israeli, Ireland, USA, Poland 16 All adults 2020 Narrative Synthesis Social Support Post-traumatic stress symptoms and post-traumatic stress disorder (PTSS and PTSD), depression, anxiety Critically low
Covid: 19: Eating disorders – social isolation
Miniati et al., (2021) Systematic Review Saudi Arabia, Spain, UK, Italy, Turkey, France, Lebanon, Australia, USA, Canada, Germany 21 Existing eating disorder diagnosis 2020–2021 Narrative Synthesis Social Isolation Eating disorders (Anorexia, Bulimia, Binge Eating) Critically low

a Review paper states that 88 studies were included in the review, but only 70 papers were referenced and authors did not respond to requests for the full list. The types of study included in this umbrella review is derived from the 70 studies that are referenced in the paper.

B Only individual-level social capital studies are included in this umbrella review.

Abbreviations: DSM = Diagnostic and Statistical Manual of Mental Disorders (diagnostic manual); ICD = International Classification of Diseases (diagnostic manual); OCD = obsessive compulsive disorder; SAD = seasonal affective disorder; GAD = generalised anxiety disorder; PTSS = Post-traumatic stress symptoms; PTSD = post-traumatic stress disorder UK = United Kingdom; USA = United States of America