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Table 3 Table of Associations – with Poor Mental Health

From: Factors that influence mental health of university and college students in the UK: a systematic review

 

Depression/depressive symptoms

Depression and anxiety / poor MWB

Negative affect/low levels of wellbeing/distress

Anxiety

Paranoia

Self harm

Suicide risk (behaviour)/ideation/attempt

Mental health problems/ use of MH services

Loneliness

Percieved stress

Attachment anxiety /avoidance

Dysfunctional coping / negative engagement

VULNERABILITIES

  < 21

SS** [47]

OR 1.8 [40]

NS [60]/

NS [63]

 

NS [40]

NS [47]

NS [47]

OR 0.5

NS/

OR 2.02 [50]

 > 21 * [40]

    

-0.27 [42]

 LGBTQ (bi vs mono)

  

SS** [68]

  

OR 1.4* [33]

OR 1.5** [33]

OR 1.6** [33]

    

 Non heterosexual

OR 2.2** [40]

  

OR 2.5** [40]

 

OR 4.5*** [40]

OR4.2*** [40]

     

 Trans vs cis

     

OR 3.0*** [33]

OR 2.4*** [33]

OR 2.8*** [33] / 3.3*** [33]

    

 LGB (lesbian, gay, bisexual)

     

OR 1.9* [64]

OR 2.5* [64]

     

 Ethnicity*

SS** [47]

NS [60]

/NS [63]

 

NS [60]

NS [60]

       

 Gender (women compared to men)

β 0.09** [60]

SS [33, 47]

/NS [63]

 

β 0.11** [60]

NS [60]

OR 4.0*** [33]

OR 1.3* [33]

OR 2.5** [33] /OR 2.2*** [33]

    

 Family history of depression

SS*** [47]

           

 Previous MH problems

SS*** [47]

 

SS*** [68]

         

 Eating disorders

     

OR 5.3* [51]

      

 Childhood deprivation

β 0.1** [60]

  

β 0.1** [60]

NS [60]

       

 Childhood trauma*

β 0.1** [60]

SS *—** [40]

  

β 0.2*** [60]

SS ** [40]

β 0.2*** [60]

SS ** [40]SS**[50]

SS ** [40]SS**[50]

     

 Sexual abuse

     

OR 1.8** [33]

OR 2.1*** [33]

OR 2.3*** [33] /OR 2.0*** [33]

    

 Other abuse or violence

     

OR 2.6*** [33]

OR 2.4*** [33]

OR 1.8*** [33] /OR 2.1*** [33]

    

 Parental over control x stress

NS [40]

  

OR 1.1*** [40]

 

OR 1.1* [40]

NS [40]

     

 Parental over protection x stress

NS [40]

  

NS [40]

 

NS [40]

NS [40]

     

 Parental over indulgence x stress

OR 1.1*** [40]

  

OR 1.1*** [40]

  

OR 1.1* [40]

     

 Attachment anxiety

  

NS [42]

         

 Attachment avoidance

  

NS [42]

         

 Perceived parental acceptance

          

SS** [59]

 

 Having a disability

β 0.14** [63]

β 0.1* [63]

 

β 0.14** [63]

        

 Social problem solving

β 0.5** [35]

           

 Autism spectrum

β 0.4** [34]

  

r 0.5*** [56]

       

/ SS*** [56]

BUFFERS

 Response to stress and change

  Self-efficacy/emotional intelligence/ Self compassion/ Adaptability/ Resilience

-SS*** [41]

-SS** [41]

r -0.1* [58]

-SS** [41]

NS [42]

r -0.3*** [43]

    

r -0.6** [48]

-SS** [41]

r -0.1* [69]

r -SS** [48, 54]

NS [43]//

r 0.27* [42]

///

r -0.6*** [39]

  Optimism, Hope

  

r -0.3** [43]

r -0.2** [43]

         

  Leisure coping beliefs

         

r 0.1* [54]

  

  Engagement in physical activity

 

r -0.6** [66]

          

 Self image

  Self-esteem,

     

SS* [64]

SS* [64]

NS [64]

     

  Body image concerns

 

OR 2.9 (2.2 to 3.9) [29]

        

OR 1.3NR [29]

 

 Developing social networks

  Maintained social capital/ bridging social capital/ Bonding capital

        

r -0.9 [65], r -0.6** [65]

r -0.6** [65]

   

  Belongingness

     

r-0.02* [64]

      

  Controlling self talk

  

r 0.2* [49]

r 0.3** [49]

        

 Attitudes to mental health

  Mental health literacy

         

NS [68]

  

  Negative attitudes to mental illness

  

0.11*** [48]

         

 University factors

  Good induction

        

-0.6** [65]

   

  Good experience and understanding of lecture

  

-SS* [49]

-SS* [49]

        

 Triggers

  Stress

  

r 0.5** [43]

         

  Exams

0.2 [60]

          

0.27* [42]

  Loneliness/ social isolation/ thwarted belongingness

r 0.4*** [60]

r 0.4*** [62]

  

r0.4*** [60]

r 0.4*** [62]

r 0.4**** [60]

r 0.9* [60]

SS* [64]

SS* [64]

  

r 0.4*** [62]

 

-SS** [41]

  Relationship difficulties with:

1) parents

2) partners

3) friends

     

OR 0.5* [51]

OR 0.5* [51]

OR 2.6* [51]

      

  Body image concerns

OR 2.9*** [29]

           

  Financial factors

NS [47]

NS (T4) [35]

SS** [63]

β 0.3*** [60]

/SS* [83]

OR 0.5* [84]

NS (T4) [35]

 

NS (T4) [35]

SS** [63]

β 0.3*** [60]

 

NS [51]

   

NS (T4) [35]

SS** [63]

  

  Poor living conditions

SS** [60]

  

SS** [60]

 

NS [51]

      

RED FLAGS

 Dysfunctional coping

  

NS [42]

         

 Unbalanced/unhealthy diet

SS*** [28]

 

OR 1.7* [84]

      

SS*** (females only) [28]

  

 Lack of help seeking

  

OR 3.7** [84]

         

 Problem drinking

OR 1.03***/

1.02*** [31]

/SSNR [38]

          

 Poor sleep quality

   

SS*** [45]

        

 Physical activity

 

r-0.6** [66]

 

r-0.6** [66]

        
  1. ***p < 0.001 **p < 0.01 *p < 0.05
  2. aThe association between variables were analysed differently in the papers and reported differently. They have included measuring the correlation, hierarchical regression analyses and also calculating the odds of the outcome occurring between groups. This table indicates which studies have measured and reported these associations. Where the reported outcome is measured over several time points, or by gender but remains statistically significant the association is recorded as ‘statistically significant’ (SS). If the value is not reported but is described as statistically significant, then ‘SS’ is also used
  3. Correlations and associations are positive unless indicated with a -
  4. OR Odds ratio, SS Statistically significant, NS Statistically non-significant T Time (follow-up point) B: NR: p value not reported r = correlation coefficient association statistic β = standardized beta which works similarly to a correlation coefficient
  5. Î’ and r will range from 0 to 1 or 0 to -1, depending on the direction of the relationship. The closer the value is to 1 or -1, the stronger the relationship