| Literature DB >> 35590425 |
Gavin Breslin1, Stephen Shannon2,3, Michael Cummings4, Gerard Leavey1.
Abstract
BACKGROUND: Interventions designed to increase mental health awareness in sport have grown substantially in the last 5 years, meaning that those involved in policy, research and intervention implementation are not fully informed by the latest systematic evaluation of research, risking a disservice to healthcare consumers. Hence, our aim was to update a 2017 systematic review that determined the effect of sport-specific mental health awareness programmes to improve mental health knowledge and help-seeking among sports coaches, athletes and officials. We extended the review to incorporate parents as a source of help-seeking and report the validity of outcome measures and quality of research design that occurred since the original review.Entities:
Keywords: Athletes; Health promotion; Interventions; Mental health literacy; Resilience; Sport
Mesh:
Year: 2022 PMID: 35590425 PMCID: PMC9118780 DOI: 10.1186/s13643-022-01932-5
Source DB: PubMed Journal: Syst Rev ISSN: 2046-4053
Search terms used in Psycinfo search reflecting keywords, mesh terms and suffixes
| Category | Key terms |
|---|---|
| Sport | Sport$ |
| Participants | Leader$ or athlete$ or teacher$ or instructor$ or player$ or member$ or participant$ or coach$ or official$ or parent$ |
| Setting | Sport adj3 (organi#ation$ or club$ or governing bod$ or cent$ or school$ or setting$ or internet or online or website$ or web site$ or web based) |
| Method of treatment | mental$ adj3 (health or wellbeing or well being or well-being or wellness or ill$) or anxiety or depress$ |
| Limiters | English language and peer reviewed |
$ Search singular or plural, adj3 Adjacent, # Replaces 1 character
Fig. 1Screening tool for independent author screening
Study outcome measures, main findings and comments on study
| Authors (year of study) | Mental health outcome measure(s) | Main findings | Comments |
|---|---|---|---|
| Ajilchi et al. (2019) [ | SEIS | Significant improvement for intervention group in comparison to control for emotional intelligence following MSPE ( | Small sample ( |
| Bapat et al. (2009) [ | SQ; KQ; ?V | Significant reduction in levels of stigma ( | Small sample size ( |
| Breslin et al. (2017) [ | RIBS; MAKS; ?3 | Significant improvement for intervention group in comparison to control on mental health knowledge, confidence in ability to help someone, and intention to offer help to individuals with a mental health problem (all findings | No randomisation method; no follow-up data; no effect sizes reported; intended behaviour was reported rather than actual behaviour |
| Breslin et al. (2018) | RIBS; MAKS; SWEMWBS; BRS | Significant improvement for intervention group in comparison to control on mental health knowledge ( | No randomisation method; no follow-up data; intended behaviour rather than actual behaviour; high attendance due to scheduled class; one session insufficient to influence resilience |
| Chowba et al. (2020) [ | MHL; SSSH; PSTIG; PBS; IS;ATSPPH; ISC | Significant promotion of mental health literacy, intentions to seek counselling ( | No control group; small sample size( |
| Donohue et al. (2015) [ | SCL-90-R;BDI;SARI;TLFB;RAB | Psychiatric functioning mean scores improved from baseline to post. Improved scores remained stable at 1- and 3-month follow-up; depressive mean scores decreased from baseline to post-intervention and remained stable at follow-up. Improvements were shown for all relationship domains. | Small sample size ( |
| Donohue et al. (2018) [ | SCL-90;BDI;SIC-LOS;SARI;TFLB;RAB;OHSO | Participants in The Optimum Performance Program in Sports (TOPPS) reported greater improvements in overall mental health, mood and life outside sport significant up to 8 months follow-up than those with Psychological services as usual (SAU). Greater improvements in happiness with significant others and their contributions to sport from baseline to 4 months ( | Most outcome measures do not assess wellness beyond absence of pathology; no impact on risky sexual behaviour- complement further programmes with evidence based prevention |
| Dowell et al. (2020) [ | RCADSAS;RCADDS;SDQCPS;AGS;YLOT;GC-6;SDQPBS;NES | Participants showed significant reduction in anxiety from pre-post intervention ( | No control group; Preliminary findings as a result |
| Dubuc-Charbonneau and Durand-Bush (2015) [ | PSS;WEMWBS;SSRQ | Significant reduction in stress, increase in well-being and capacity to self-regulate ( | Small sample size ( |
| Fogaca (2019) [ | ACSI-28;BAI;BDI;WHOQOL | Significant increase in coping ability and reduction in anxiety ( | No randomisation method; not a diverse sample |
| Glass et al. (2019) [ | DASS-21;SWLS;FFMQ;AAQ-II | Participants in control group showed significant increases in depressive symptoms whereas there was a slight but non-significant decrease in the intervention group. Significant increase in life satisfaction ( | Relatively small sample size ( |
| Gross et al. (2018) [ | CCAPS-62;AAQ-II;DERS;MAAS | MAC group had significant effect on substance use, distress, anxiety and hostility compared to PST ( | Small sample size ( |
| Gulliver et al. (2012) [ | ATSPPH-SF;GHSQ;AHSQ;D-Lit;A-Lit;DSS;GASS | No significant interaction effect for help-seeking attitudes, intentions or behaviour from baseline to follow-up. However, significant positive interaction effects were observed for depression ( | Effect sizes for the significant positive interaction effects differed for treatment condition (literacy condition, feedback condition and help-seeking) in comparison to control, ranging from small to medium to large. Caution is advised when interpreting findings as the sample size was small |
| Hurley et al. (2018) [ | A-LIT;D-LIT;K6; PCPH | Participants in the intervention group significantly improved their depression and anxiety literacy; knowledge of help-seeking options and confidence to provide support for someone experiencing a mental health disorder to a greater extent than those in a matched control group. These improvements were maintained at 1 month follow-up (all findings | Attitudes rather than actual behaviour reported; no randomisation method |
| Hurley et al. (2020) [ | A-LIT; D-LIT; MHLS; GHSQ; PCPH; PSSN; K6 | Parental depression and anxiety literacy, intentions to seek help for adolescent and attitudes toward mental health and help-seeking did not significantly improve in intervention compared to control rather improvements were observed in both at follow-up. Intervention group displayed improved knowledge and confidence to assist ( | Longer term follow up not feasible; low retention of participants; no randomisation method |
| Laureano et al. (2014) [ | CSE; FORQ; AFM-2 | Intervention group showed that sum of coping self-efficacy, fortitude and overall well-being improved significantly ( | Demographic information not gathered; no longer term follow up; no randomisation method |
| Liddle et al. (2019) [ | PCHB; OMHE; IPH; D-LIT; A-LIT; GHSQ; CPH; MHLS; K6 | Intervention improved depression and anxiety literacy post-intervention with significant anxiety effects sustained over 1 month ( | Control group not matched in age; no longer term follow-up |
| Longshore and Sachs (2015) [ | MAAS;TMS;STAI;PANAS;BRUMS | No significant interaction effect reported for anxiety, mindfulness awareness or experience, or moods. A significant interaction effect was reported for a reduction in negative affect ( | Small sample size ( |
| Mohammed et al. (2018) [ | MAAS; DASS; POMS | Mindful awareness was higher immediately post session in intervention than control and further increased after 8 weeks in the intervention group ( | Small sample size ( |
| Pierce et al. (2010) [ | ?1;?2 | Leaders: Significant positive change in recognition of mental illness ( | Leaders: Small sample size ( |
| Sebbens et al. (2016) [ | D-Lit; A-Lit; ?3 | A significant interaction effect was recorded for the intervention group in comparison to control on depression and anxiety literacy and confidence to help at time 2 (2 weeks post-intervention) ( | No randomisation method; no effect sizes reported; intended behaviour was reported rather than actual behaviour |
| Sekizaki et al. (2019) [ | K6; GHQ-12; GSES | Increase in K6 scores for depression in control group but remained the same in intervention. Statistically significant reaction observed for group x time for distress ( | Non-blinded; short intervention period |
| Slack et al. (2015) [ | SGMT; RSMT | Positive mean score changes were recorded for all three referees’ general and referee-specific mental toughness scores in the intervention phase in comparison to baseline | No values provided for study effects (i.e. p value); no control group; qualitative data strengthened the evaluation of program; referees’ performance increased |
| Shannon et al. (2019) [ | MAAS; PCS; PSS; WEMWBS | Mindful awareness was not directly enhanced by the intervention in Model 1 (mindfulness M1) resulting in no indirect effects on competence, stress and well-being. In Model 2 (competence M1), the intervention was directly related to positive changes in competence, resulting in indirect effects on mindful awareness, stress and well-being (all findings | Key contribution was inclusion of SDT to test mechanisms of change; Effect sizes small; Lack of long-term follow-up; No randomisation method; Low adherence to full program |
| Tester, Watkins and Rouse (1999) [ | SCQ | Overall mean improvement of 44% (6–11-year-olds) and 18% (12–16-year-olds) in post-test scores in comparison to baseline for self-concept | No values provided for study effects (i.e. p value, effect size); no control group |
| Van Raalte et al. (2015) [ | MHRES;MHRK | Significant positive changes were observed for mental health referral efficacy ( | Intervention was tailored for the population. Qualitative data showed positive feedback for intervention acceptability |
| Vella et al. (2020) [ | D-LIT; A-LIT; CDRS; MHLS; GHSQ; SDS; IB; MDSPSS; K6; MHC | Significant improvements in depression and anxiety literacy ( | High baseline scores limit effects through ceiling effect; longer term follow-up required; large sample size ( |
| Vidic et al. (2018) [ | PSS | Study demonstrated decreases in overall mean perceived stress levels from pre-test to post-test but these findings were not statistically significant ( | Lack of control group; small sample size ( |
| Summary | Broad range of measures used to assess mental health outcomes | Significant findings for all mental health outcomes measured ( | Small sample size ( |
SEIS Self-rated emotional intelligence, SQ Stigma questionnaire, KQ Knowledge questionnaire, ?V No name given to confidence measure for vignette, ?3 No name given to measure with questions around mental health confidence to help, RIBS Reported and Intended Behaviour Scale, MAKS Mental Health Knowledge Scale, SWEMWBS Short Warwick Edinburgh Mental Well-being Scale, BRS Brief Resilience Scale, MHL Mental health literacy, SSSH Self-stigma of seeking help, PSTIG Personal stigma, PBS Public stigma, IS Implicit stigma, ATSPPH Attitudes toward seeking professional psychological help, ISC Intentions to seeking counselling, SCL-90 Global Severity Index of Symptom Checklist 90, BDI Beck Depression Inventory, SIC-LOS Sport Interference Checklist Life Outside Sport, SARI Student athlete relationship index, RAB Sexual Risk Scale of Risk Assessment Battery, OHSO Overall happiness with significant others, RCADSAS Revised Children’s Anxiety and Depression Scale Anxiety Subscale, RCADSSS Revised Children’s Anxiety and Depression Scale Depression Subscale, SDQCPS Strength and Difficulties Questionnaire Conduct Problems Subscale, AGS Academic Grit Scale, YLOT Youth Life Orientation Test Optimism Subscale, GC-6 Gratitude, SDQPBS Strength and Difficulties Questionnaire Prosocial behaviour Subscale, NES Multidimensional Self-Efficacy Scale for Children Negative Emotions Subscale, PSS Perceived Stress Scale, SSRQ Short Version of the Self-Regulation Questionnaire, ACSI-28 Athletic Coping Skills Inventory, BAI Beck Anxiety Inventory, DASS-21 Depression, Anxiety, and Stress Scales, SLWS Satisfaction with Life Scale, FFMQ Five Facet Mindfulness Questionnaire, AAQ-II Acceptance and Action Questionnaire-II, CCAPS-62 Counselling Centre Assessment of Psychological Symptoms-62, DERS Difficulties with Emotion Regulation Scale, MAAS Mindful Attention Awareness Scale, A-LIT Anxiety Literacy Questionnaire, D-LIT Depression Literacy Questionnaire, MHLS Mental Health Literacy Scale, K-6 Kessler-6, PCPH Parental confidence to provide help, GHSQ General help-seeking questionnaire, PSSN Parent social support network in the sport club environment, CSE Coping Self-Efficacy Scale, FORQ Fortitude Questionnaire, AFM-2 Affectometer-2, PCHB Previous contact and helping behaviour, OMHE Own mental health experience, IPH Intentions to provide help, ISH Intentions to seek help, CPH Confidence to provide help, POMS Profile of mood states, GHQ-12 General Health Questionnaire, GSES Generalized Self-Efficacy Scale, PCS Perceived Competence Scale, CDRS Connor-Davison Resilience Scale, SDS Social Distance Scale, MDSPSS Multidimensional Scale of Perceived Social Support, IB Implicit beliefs, MHC Keyes’ Mental Health Continuum, SCL-90-R Global Severity Index of the General Psychiatric Symptoms-90-Revised, AHSQ Actual help-seeking, DSS Depression Stigma Scale, GASS Generalised Anxiety Stigma Scale, ?1 No name given to measure with questions around mental health recognition, knowledge and confidence, ?2 No name given to customised measure around attitudes and recognition of depression in clinical scenario, TMS Toronto Mindfulness Scale, STAI State and Trait Anxiety Inventory, PANAS Positive and Negative Affect Schedule, BRUMS Brunel Mood Scale, ?3 No name given to measure with questions around mental health confidence to help, SGMT Sport-general mental toughness, RSMT Referee-specific mental toughness, SCQ Song And Hattie Self-Concept Questionnaire, MHRES Mental Health Referral Efficacy Scale, MHRK Mental Health Referral Knowledge Scale
Fig. 2PRISMA 2009 flow diagram
Descriptive information for included studies
| Authors (year of study) | Study design; duration | Sample characteristics | Mental health descriptor; mode of delivery |
|---|---|---|---|
| Ajilchi et al. (2019) [ | Randomised controlled trial; 6 weeks | Amateur basketball players ( | Emotional intelligence; mindfulness programme consisting of weekly 90-min group sessions and home practice delivered under supervision of experienced psychologist |
| Bapat et al. (2009) [ | Pre-post design; 3 weeks | Sport club leaders ( | Mental health literacy through mental health first aid training; 8-h training programme delivered over 3 sessions using a range of presentations, tasks and homework |
| Breslin et al. (2017) [ | Controlled trial; 1 day (3-h session) | Sport coaches ( | Mental health awareness programme involving videos and discussions with athletes who have experienced depression; 3-h programme delivered in one session by a public health agency provider |
| Breslin et al. (2018) [ | Pre-Post design; 1 day (75-min session) | Student athletes ( | Multicomponent mental health awareness program; 75-min experiential and skill-enhancing programme delivered by experienced mental health and well-being tutors. |
| Chow et al. (2020) [ | Pre-Post design; 4 weeks | Student athletes ( | Mental health literacy and stigma reduction; 4 60-min sessions delivered by experienced mental health researchers incorporating psychoeducation, group discussion and video learning |
| Donohue et al. (2015) [ | Single subject pre-post and follow up design; 4 months | Athletes with previous history of substance abuse or dependence ( | Modifying behavioural and cognitive skills to overcome substance abuse; 12 individual meetings on a range of topics |
| Donohue et al. (2018) [ | Randomised controlled trial; 8 months | Collegiate athletes ( | Mental health symptom severity; 2 intervention arms, one consisting of 12 60–90-min sport and life performance optimization meetings, the other was consistent with customary university mental health services, consisting of 12 50 minute office-based outpatient sessions |
| Dowell et al. (2020) [ | Pre-Post design;5 months | Youth rugby league players ( | Mental health symptom severity; connected participants and parents to multi-component intervention including online resources, group-based workshop (4 × 30 min) and tailored individual follow-up |
| Dubuc-Charbonneau and Durand-Bush (2015) [ | Pre-Post design;1 season (approximately 6 months) | Student athletes ( | Mental well-being; person-centred, self-regulation intervention, 40–60-min sessions led by experienced researcher |
| Fogaca (2019) [ | Quasi-experimental design;5 weeks | Student athletes ( | Mental health outcomes; teaching coping skills and increasing social support within team delivered by author |
| Glass et al. (2019) [ | Randomised controlled trial;6 weeks | Student athletes ( | Mental well-being; 6 90 minute educational, discussion-based sessions with meditation exercises progressively introduced, co-facilitated by 2 clinical psychologists |
| Gross et al. (2018) [ | Randomised controlled trial;7 weeks | Collegiate athletes ( | Psychological well-being outcomes; 2 intervention arms, both involved 7 60 minute sessions, one focused on psychoeducation and mindfulness the other, mental skills training |
| Gulliver et al. (2012) [ | Randomised control trial; 5 weeks | Elite athletes ( | Mental health literacy; participants were allocated to one of a series of online psycho-educational programmes |
| Hurley et al. (2018) [ | Controlled trial;1 month | Parents of adolescent sports club members ( | Mental health literacy; 65 minute mental health literacy intervention workshop delivered through community sports clubs along with informative pamphlet and online resources |
| Hurley et al. (2020) [ | Controlled trial;1 month | Parents of adolescent sports club members ( | Mental health literacy; 50–75-min mental health literacy intervention workshop delivered through community sports clubs employing a community based participatory approach along with informative pamphlet and online resources |
| Laureano et al. (2014) [ | Quasi-experimental design;2 weeks | University student rugby players ( | Coping self-efficacy and psychological well-being; experiential learning programme consisting of 6 1-hr group sessions, participants received psychoeducational workbook |
| Longshore et al. (2015) [ | Controlled trial; 6 weeks | College coaches ( | Mindfulness training programme to develop emotional awareness and reduce stress; an initial 1.5 h group session followed by a 6 week home program |
| Liddle et al. (2019) [ | Cluster-randomised controlled trial; 6 weeks | Adolescent sport participants ( | Mental health literacy; 45-min workshop in a community sports club via powerpoint, facilitated discussions and role-play |
| Mohammed et al. (2018) [ | Pre-Post design; 8 weeks | Injured student athletes ( | Mental well-being and mindful awareness; weekly formal and cd-guided informal meditation practise |
| Pierce et al. (2010) [ | Pre-post design (club leaders); controlled trial (football players); 3 weeks | Club leaders ( | Mental health literacy; 12-h psycho-educational group sessions for leaders; information sessions were conducted with players alongside informal information |
| Sebbens et al. (2016) [ | Controlled trial; 1 day (4 h) | Coaches, trainers, support staff and service provides ( | Mental health knowledge and confidence program; 4-h applied workshop involving case studies, role-playing and videos |
| Sekizaki et al. (2019) [ | Randomised controlled trial; 4 weeks | High school athletes ( | Mental well-being and self-efficacy; 180-min group education in a school setting regarding cognitive behaviour therapy and online homework using iCBT |
| Shannon et al. (2019) [ | Controlled trial; 2 weeks | Student athletes ( | Mental well-being and mindful awareness; 90-min intervention workshop through a needs-supportive environment delivered by a psychiatrist and counsellor followed by mindfulness programme via mobile app |
| Slack et al. (2015) [ | Single subject pre-post design; 1 season (approximately 6 months) | Referees ( | Mental toughness education and training program; six monthly workshops involving four individual-based and two group-based sessions consisting of role-playing and cognitive behavioural therapy techniques |
| Tester et al. (1999) [ | Pre-post design; 2 school years | ‘At risk’ schoolchildren enrolled in a sports programme ( | Preparation for life skills (i.e. pro social behaviours, stress management) were taught by sporting mentors through a basketball programme in and outside classroom settings over the course of 2 years |
| Van Raalte et al. (2015) [ | Randomised controlled trial; 1 day (online session lasted at least 10 min) | Student athletes ( | Mental health literacy; web-based programme using exercises and interactive material |
| Vella et al. (2020) [ | Controlled trial; 8 weeks | Adolescent male sport participants, parents of participants and coaches ( | Mental health literacy; multi-component sports-based programme to promote early intervention, help-seeking and resilience |
| Vidic et al. (2018) [ | Pre-post design; 9 weeks | Collegiate male soccer athletes ( | Stress; 6 1 hour mindfulness meditation-based sessions led by experienced practitioner |
Risk of bias for randomised studies using Cochrane risk of bias tool
| Study | Random sequence generation | Allocation concealment | Blinding of participants and personnel | Blinding of outcome assessment | Incomplete outcome data | Selective reporting | Other bias | Summary |
|---|---|---|---|---|---|---|---|---|
| Ajilchi et al. (2019) [ | cRandom draw | aRandomisation conducted by an independent party unconnected to project | cStudy was non-blinded | cStudy was non-blinded | aEach participant completed the intervention | aAll prespecified outcomes were reported | bAuthors transparent throughout. Small sample that is not diverse | High risk of bias for this study. Three domains showed a high risk of bias due to high risk of selection, detection and performance bias |
| Donohue et al. (2018) [ | aUrn randomisation | bUnclear who performed randomisation | bNo measures described to blind participants to intervention | aAssessors from clinic that operated independently from intervention programmes. No blinds assessed to be broken. | aAnalyses adjusted for data being missing at random | aAll outcome measure effects were reported, along with effect sizes for each group | aStudy limitations addressed and transparency ensured throughout | Low risk of bias for this study. Two domains were unclear but they were unlikely to have had major bearing on results |
| Glass et al. (2019) [ | aStratified random sampling to ensure comparable groups | bUnclear who performed randomisation | bParticipants were asked not to discuss details of intervention but it is possible discussion took place as participants were students at same university | bUnclear whether assessors had knowledge of treatment groups when assessing effects | cHigh attrition rate leaves data susceptible to attrition bias | aAll outcome measure effects were reported, along with effect sizes for each group | aStudy limitations were highlighted | Unclear risk of bias for this study. Aspects of selection, performance and detection bias were unclear. High risk of attrition bias due to nature of mindfulness intervention |
| Gross et al. (2018) [ | cAttempt was made to use random selection but due to time constraints it was not employed, decision was taken to use one team. | bUnclear who performed randomisation into the two intervention groups | bParticipants were from the same team so there was potential for discussion about details of intervention | bUnclear whether assessors had knowledge of treatment groups when assessing effects | aAttrition and losses to follow-up were disclosed and reasons provided | aAll prespecified outcomes were reported | bPotential for allegiance effects influencing results as one of the groups was led by an author of the study but the study showed that therapeutic rapport did not have a significant effect | Unclear risk of bias for this study. Lack of randomisation raises prospect of selection bias but overall the process was transparent |
| Gulliver et al. (2012) [ | aAutomated computer system used | aConditions allocated by researchers not involved in day-to-day management | aDescribed method used to reduce likelihood of participant knowledge of intervention | bUnclear whether assessors had knowledge of treatment groups when assessing effects | aAnalyses adjusted for data being missing at random | aAll outcome measure effects were reported, along with effect sizes for each group | aStudy limitations were addressed and caution is urged when interpreting significant effects | Low risk of bias for this study. One domain (blinding of outcome assessors) was unclear but it is unlikely if that influenced the results given the online format of the intervention and data collection |
| Liddle et al. (2019) [ | aRandomisation occurred using a random number generator | aRandomisation conducted by an independent researcher not involved in intervention or data analysis | aParticipants not informed of allocated condition | bUnclear whether assessors had knowledge of treatment groups when assessing effects | aAnalyses adjusted for data being missing at random | aAll prespecified outcomes were reported | aAuthors were transparent about each stage of the intervention design | Low risk of bias for this study. One domain (blinding of outcome assessors) was unclear but it is unlikely to have significant impact on results |
Sekizaki et al. (2019) [ | aRandomisation was performed using each student’s school number | bUnclear who performed randomisation | cStudy was non-blinded and in the same school there was risk for sharing of information between groups | cStudy non-blinded, potential for detection bias | aEach participant completed the intervention | aAll prespecified outcomes were reported | aStudy limitations were addressed and authors urged caution over the generalizability of the findings | Moderate risk of bias for this study. Selection, attrition and reporting bias risk was low. Risk of performance and detection bias was high due to no blinding. |
| Van Raalte et al. (2015) [ | bMethod not disclosed | bUnclear who performed randomisation | bUnclear if participants were or were not blinded to their intervention | bUnclear whether assessors had knowledge of treatment groups when assessing effects | aAnalyses adjusted for data being missing at random | aAll outcome measure effects were reported, along with effect sizes for each group | aAuthors were transparent about each stage of the intervention design | Unclear risk of bias for this study. Information on selection, performance and detection bias was not disclosed, though attrition and reporting bias was low |
| Summary of bias across studies | Random sequence generation was performed in each study bar one. One study did not disclose method | Methods of allocation were largely unclear except for three studies where risk of bias was low | Blinding of participants was mixed, 4 studies were unclear while two had high risk and two low | The risk of bias was mixed, 5 studies were unclear while two had high risk and one low for blinding the assessors’ knowledge | 7 of 8 studies displayed low risk of bias for controlling missing data, one study was high | There was a low risk of bias across the studies for reporting outcomes | Transparency was ensured by each of the studies, resulting in a low risk of bias for 6 studies and 2 unclear | Risk of selection, performance and detection bias findings were mixed. The risk for attrition and reporting bias was low with transparency maintained throughout each of the studies |
aLow risk of bias
bUnclear risk of bias
cHigh risk of bias
Risk of bias for non-randomised studies using the Quality Assessment Tool for Quantitative Studies (QATSQ) tool
| Study | Selection bias | Study design | Confounders | Blinding | Data collection methods | Withdrawals and dropouts | Summary |
|---|---|---|---|---|---|---|---|
| Bapat et al. (2009) [ | 2 | 2 | 3 | 3 | 3 | 3 | |
| Participants are very likely to be representative Cannot tell the percentage of participants who agreed | Study is designated as a cohort analytic study | There were gender and age differences that may have influenced the outcomes between participants and these were not controlled for in analysis | Outcome assessors knew intervention status, and blinding of participants to research question is not described | The validity and reliability of the instruments are not described | Withdrawals and dropouts were not described | Weak quality: as this study scored four weak ratings, the overall judgement is weak quality | |
| Breslin et al. (2017) [ | 2 | 1 | 1 | 2 | 1 | 3 | |
| Participants are very likely to be representative Cannot tell percentage of participants who agreed | Study is designated as a controlled clinical trial | Confounders (gender, sport type) were similar across control and intervention groups | Cannot tell if outcome assessors were aware of intervention status and cannot tell if intervention participants were aware of research question | Tools were shown to be valid and reliable | Cannot tell if there were withdrawals or dropouts | Moderate quality: As this study scored one weak rating the overall judgement is moderate quality | |
| Breslin et al. (2018) | 1 | 1 | 2 | 2 | 1 | 3 | |
| Participants are very likely to be representative. All participants agreed to participate | Study is designated as a controlled clinical trial | Age differences between groups may have acted as confounder. Other significant demographic differences were controlled for | Cannot tell if outcome assessors were aware of intervention status and cannot tell if intervention participants were aware of research question | Tools were shown to be valid and reliable | Significant drop out rate was described and reasons provided | Moderate quality; As this study scored one weak rating the overall judgement is moderate quality | |
| Chow et al. (2020) [ | 1 | 2 | 2 | 3 | 1 | 1 | |
| Participants are very likely to be representative. All participants agreed to participate | Study is designated as a cohort analytic study | No significant baseline differences between those who had mental health experience and those who had not therefore groups were combined for primary analysis | Outcome assessors knew intervention status and blinding of participants to research question is not described | Tools were shown to be valid and reliable | 100% completion rate at follow-up | Moderate quality; as this study scored one weak rating the overall judgement is moderate quality | |
| Donohue et al. (2015) [ | 1 | 2 | 3 | 3 | 1 | 2 | |
| Participants are very likely to be representative All participants agreed to participate | Study is designated as a cohort analytic study | There were gender, ethnic and age differences that may have influenced the direction of result. These were not controlled for in the analysis | Outcome assessors knew intervention status, and the participants knew intended outcome of the research (i.e. developing intervention) | The validity and reliability of the instruments is described | There was a 70% follow-up rate from those that consented and completed the intervention | Weak quality: as this study scored two weak ratings, the overall judgement is weak quality | |
| Dowell et al. (2020) [ | 2 | 2 | 3 | 3 | 2 | 3 | |
| Participants are somewhat likely to be representative, fee required may influence sample. All participants agreed to participate | Study is designated as a cohort analytic study | The requirement to control confounders was alluded to but the rationale behind adjustment was not sufficiently transparent | Outcome assessors knew intervention status and blinding of participants to research question is not described | Some tools were shown to be valid and reliable, low internal consistency was observed for measuring conduct problems | Less than 50% of initial sample completed intervention | Weak quality; as this study scored three weak ratings the overall judgement is weak quality | |
| Dubuc-Charbonneau and Durand-Bush (2015) [ | 1 | 2 | 3 | 3 | 1 | 1 | |
| Participants are very likely to be representative. All participants agreed to participate | Study is designated as a cohort analytic study | Confounding variables were not discussed | Outcome assessors knew intervention status and blinding of participants to research question is not described | Tools were shown to be valid and reliable | 100% completion rate at follow-up | Weak quality; as this study scored two weak ratings, the overall judgement is weak quality | |
| Fogaca (2019) [ | 2 | 1 | 3 | 3 | 1 | 2 | |
| Participants are somewhat likely to be representative. Risk of selection bias by removal of one team from intervention group data. Above 80% of participants agreed to participate | Study is designated as a controlled clinical trial | Study showed that there were no significant differences between intervention and control for mental health measures pre-test with the exception of depression, as a result the outlying team was removed from the data. No discussion of demographic differences (potential confounders) between intervention and control | Outcome assessor knew intervention status and blinding of participants to research question is not described | Tools were shown to be valid and reliable | 60–79% completion rate | Weak quality; as this study scored two weak ratings, the overall judgement is weak quality | |
| Hurley et al. (2018) [ | 1 | 1 | 2 | 3 | 1 | 1 | |
| Participants are very likely to be representative. All participants agreed to participate | Study is designated as a controlled clinical trial | The study deploys a ‘matched’ control group to attempt to control for confounding variables but no mention of whether this holds true | Outcome assessors knew intervention status and blinding of participants to research question is not described | Tools were shown to be valid and reliable | > 80% completion rate at follow-up | Moderate quality; as this study scored one weak rating, the overall judgement is moderate quality | |
| Hurley et al. (2020) [ | 1 | 1 | 1 | 2 | 1 | 3 | |
| Participants are very likely to be representative. All participants agreed to participate | Study is designated as a controlled clinical trial | Matched control trial to account for confounding variables. Covariates are adjusted for | Cannot tell if outcome assessors were aware of intervention status and blinding of participants to research question is not described | Tools were shown to be valid and reliable | Retention of participants was low particularly in the control group | Moderate quality; as this study scored one weak rating, the overall judgement is moderate quality | |
| Laureano et al. (2014) [ | 2 | 1 | 2 | 3 | 2 | 1 | |
| Participants are somewhat likely to be representative. All participants agreed to participate | Study is designated as a controlled clinical trial | Study corrected for pre-test differences. However, extraneous variables impacting cannot be ruled out | Outcome assessors knew intervention status and blinding of participants to research question is not described | Some tools were shown to be valid and reliable, FORQ results should be treated tentatively due to low internal consistency | 100% completion rate at follow-up of intervention and control groups | Moderate quality; as this study scored one weak rating, the overall judgement is moderate quality | |
| Longshore and Sachs (2015) [ | 1 | 1 | 1 | 3 | 3 | 1 | |
| Participants are very likely to be representative Above 80% of participants agreed to participate | Study is designated as a controlled clinical trial. | No significant differences were found between the groups before the intervention | Outcome assessors knew intervention status, and the participants knew intended outcome of the research (i.e. benefits of mindfulness) | The validity and reliability of the instruments is not described | There was a > 80% follow-up rate from those that consented and completed the intervention | Weak quality: as this study scored two weak ratings, the overall judgement is weak quality | |
| Mohammed et al. (2018) [ | 2 | 1 | 1 | 3 | 2 | 1 | |
| Participants are somewhat likely to be representative. >80% of participants agreed to participate | Study is designated as a controlled clinical trial | Confounders were similar across intervention and control group | Outcome assessors knew intervention status and participants were not blinded to research question | The tools deployed displayed varied levels of validity and reliability | > 80% completion rate at follow-up | Moderate quality; as this study scored one weak rating, the overall judgement is moderate quality | |
| Pierce et al. (2010) [ | 2 | 2 | 3 | 3 | 3 | 2 | |
| Participants are very likely to be representative Cannot tell the percentage of participants who agreed | Study is designated as a cohort analytic study | There were age and education differences that may have influenced the direction of result these were not controlled for in the analysis | Outcome assessors knew intervention status, and the participants knew intended outcome of the research (i.e. respond to mental health problems) | The validity and reliability of the instruments is not described | There was a 66% follow-up rate from those that consented and completed the intervention | Weak quality: as this study scored three weak ratings, the overall judgement is weak quality | |
| Sebbens et al. (2016) [ | 1 | 1 | 1 | 3 | 3 | 1 | |
| Participants are very likely to be representative Above 80% of participants agreed to participate | Study is designated as a controlled clinical trial | No significant demographic differences were found between the groups before the intervention | Outcome assessors knew intervention status, and blinding of participants to research question is not described | The validity and reliability of the instruments is not described | There was a > 80% follow-up rate from those that consented and completed the intervention | Weak quality: As this study scored two weak ratings, the overall judgement is weak quality | |
| Slack et al. (2015) [ | 1 | 2 | 3 | 3 | 3 | 1 | |
Participants are very likely to be representative Above 80% of participants agreed to participate | Study is designated as a cohort analytic study | Confounding variables were not discussed | Outcome assessors knew intervention status, and blinding of participants to research question is not described | While one measure was referenced as valid and reliable, no information was reported on validity and reliability of another measure (RSMT) | There was a > 80% follow-up rate from those that consented and completed the intervention | Weak quality: As this study scored three weak ratings, the overall judgement is weak quality | |
| Shannon et al. (2019) [ | 1 | 1 | 1 | 3 | 1 | 2 | |
| Participants are very likely to be representative. All participants agreed to participate | Study is designated as a controlled clinical trial | Baseline measurements indicated that there were no significant differences between control and intervention group for study outcomes or gender. Age was significantly different but analysis showed it did not have a significant effect on outcomes | Outcome assessors knew intervention status and blinding of participants to research question is not described | Tools were shown to be valid and reliable | There is no information provided about withdrawals or dropouts but Little’s MCAR analyses revealed data was missing at random and the expectation maximisation algorithm was used to estimate missing values | Moderate quality; as this study scored one weak rating, the overall judgement is moderate quality | |
| Tester et al. (1999) [ | 2 | 2 | 3 | 2 | 1 | 3 | |
| Participants are very likely to be representative Cannot tell the percentage of participants who agreed | Study is designated as a cohort analytic study | Confounding variables were not discussed | Cannot tell if outcome assessors were aware of intervention status Cannot tell if intervention participants were aware of research question | Tools were referenced as valid and reliable | Cannot tell if there were withdrawals or dropouts | Weak quality: As this study scored two weak ratings, the overall judgement is weak quality | |
| Vella et al. (2020) [ | 1 | 1 | 1 | 2 | 2 | 3 | |
| Participants are very likely to be representative. All participants agreed to participate | Study is designated as a controlled clinical trial | Matched control to account for confounding variables. Baseline differences are highlighted and adjusted for | Cannot tell if outcome assessors were aware of intervention status and blinding of participants to research question is not described | Majority of tools were shown to be valid and reliable except low internal consistency for implicit beliefs scale | A small proportion of participants completed the entire intervention per protocol | Moderate quality; as this study scored one weak rating, the overall judgement is moderate quality | |
| Vidic et al. (2018) [ | 1 | 2 | 3 | 3 | 1 | 3 | |
| Participants are very likely to be representative. All participants agreed to participate | Study is a cohort design | Did not control for confounding variables | Outcome assessor knew intervention status and blinding of participants to research question is not described | Tool used was shown to be valid and reliable | There is no information provided about withdrawals or dropouts | Weak quality; as this study scored more than two weak ratings, the overall judgement is weak quality | |
| Summary of bias across the studies | Twelve studies were of strong quality and controlled for selection bias, the remaining 8 were of moderate quality | Eleven studies were of strong quality for study design and the remaining 9 were of moderate quality | There was a mixture of strong ( | Fifteen of the non-randomised studies were of weak quality for blinding participants and outcome assessors. 5 were of moderate quality | Eleven of the non-randomised studies were of strong quality and referenced adequate reliability and validity for outcome measures, while 9 studies used tools of varied validity | There was a mixture of strong ( | Nine studies were deemed to be of moderate quality and 11 were of weak quality |
1 = strong; 2 = moderate; 3 = weak