Cited by 228LGBTQ Health, Identity, and PolicyHate Speech and Cyberbullying DetectionSexuality, Behavior, and Technology

Enacted Stigma, Mental Health, and Protective Factors Among Transgender Youth in Canada

Open access
Veale, Jaimie F., Peter, Tracey, Travers, Robb, Saewyc, Elizabeth M.·2017·Transgender Health

Abstract

Purpose: We aimed to assess the Minority Stress Model which proposes that the stress of experiencing stigma leads to adverse mental health outcomes, but social supports (e.g., school and family connectedness) will reduce this negative effect. Methods: We measured stigma-related experiences, social supports, and mental health (self-injury, suicide, depression, and anxiety) among a sample of 923 Canadian transgender 14- to 25-year-old adolescents and young adults using a bilingual online survey. Logistic regression models were conducted to analyze the relationship between these risk and protective factors and dichotomous mental health outcomes among two separate age groups, 14- to 18-year-old and 19- to 25-year-old participants. Results: Experiences of discrimination, harassment, and violence (enacted stigma) were positively related to mental health problems and social support was negatively associated with mental health problems in all models among both age groups. Among 14–18 year olds, we examined school connectedness, family connectedness, and perception of friends caring separately, and family connectedness was always the strongest protective predictor in multivariate models. In all the mental health outcomes we examined, transgender youth reporting low levels of enacted stigma experiences and high levels of protective factors tended to report favorable mental health outcomes. Conversely, the majority of participants reporting high levels of enacted stigma and low levels of protective factors reported adverse mental health outcomes. Conclusion: While these findings are limited by nonprobability sampling procedures and potential additional unmeasured risk and protective factors, the results provide positive evidence for the Minority Stress Model in this population and affirm the need for policies and programs to support schools and families to support transgender youth.

Integrity signals

Registry

Crossref · 10.1089/trgh.2017.0031

Cites

33 of 33 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

5 of 35 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    Studies of transgender adults have found that family support is associated with better mental health.

    “Studies of transgender adults have also found that family support is associated with better mental health.17”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [17] source
      Experimental — accuracy not yet measured
  • Premisecitation

    Around 80% of transgender youth report verbal harassment or bullying at school.

    “with around 80% reporting verbal harassment10–12 or bullying at school.13”
    Quote in the paperNot a substantial claim1 of 4 sources checked
    • cites [10]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [11] source
    • cites [12] source
    • cites [13] source

      The Results table reports that 82.6% of transgender or gender-nonconforming youth experienced bullying in the past 12 months, which supports “around 80%.” It does not identify those bullying experiences as occurring at school; 75.5% reported in-person bullying, but that measure also does not specify a school setting. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Findingown data

    For 14-18 year olds, the probability of suicide attempts dropped to 7% when family connectedness and friends caring were high and enacted stigma was low.

    “The optimal scenario is for transgender youth to have high levels of family connectedness and friends caring, and low levels of enacted stigma exposure—in such cases, the probability of suicide attempts dropped to 7%.”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: Missing values on scales were missing at random with respect to mental health, enacted stigma, and protective factors.
  • Findingown data

    For each enacted stigma experience, 14-18 year old participants were 25% more likely to report NSSI in the past year.

    “for each enacted stigma experience, participants were 25% more likely to have reported NSSI in the past year”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: Missing values on scales were missing at random with respect to mental health, enacted stigma, and protective factors.
  • Findingown data

    A number of enacted stigma experiences were reported by the majority of Canadian transgender youth.

    “a number of these enacted stigma experiences were reported by the majority of Canadian transgender youth.”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: Missing values on scales were missing at random with respect to mental health, enacted stigma, and protective factors.
  • Classified as probably not a substantial claim. 26
  • May combine two claims. 17
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Being perceived as transgender may make youth vulnerable to minority stress, which has been proposed as an explanation for high rates of mental health difficulties in this group.

    “Being perceived as transgender may make youth vulnerable to minority stress, which has been proposed as an explanation for the high rates of mental health difficulties reported among this group.3–5”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites [3] source
    • cites [4] source

      The Discussion reports high rates of psychiatric disorders among young transgender women and proposes that stressors associated with gender transition and affirmation may affect their mental health. It does not specifically say that being perceived as transgender exposes youth to minority stress or identify that as the explanation for the elevated rates. The cited study also concerns young transgender women, rather than transgender youth generally. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites [5] source
  • May combine two claims.

    Premisecitation

    In a Los Angeles clinic study, parental support was associated with decreased depressive symptoms and improved life satisfaction among transgender youth.

    “A study of transgender youth in a Los Angeles clinic found that parental support was associated with decreased depressive symptoms and improved life satisfaction.16”
    Quote in the paperNot a substantial claim1 of 1 sources checked
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The first five items of the family connectedness scale had high internal consistency reliability.

    “One study found high levels of internal consistency reliability for the first five items of this scale.25”
    Quote in the paperNot a substantial claim1 of 1 sources checked
  • May combine two claims.

    Findingown data

    Among 14-18 year olds, all protective factors negatively predicted mental health difficulties, but not all met the 0.5 odds ratio criterion for final multivariate models due to intercorrelation.

    “While all the protective factors negatively predicted mental health difficulties, they did not all meet the criterion of a 0.5 odds ratio to be included in the final multivariate models due to these predictors being intercorrelated.”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: Missing values on scales were missing at random with respect to mental health, enacted stigma, and protective factors.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Transgender youth who experienced parental abuse were more likely to have attempted suicide.

    “another study found that transgender youth who had experienced parental abuse were more likely to have attempted suicide.14”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [14] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In a US study of 290 high school students, the majority had been physically harassed in the past year due to their gender expression.

    “A study of 290 high school students across the United States found that the majority had been physically harassed in the past year due to their gender expression”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Transgender-specific stressors include feeling or being unsafe in public restrooms, lack of access to legal documents or medical care due to differing records of sex and legal name, and nonaffirmation of one's gender by others.

    “Stressors that are specific to transgender individuals, which have been identified, include feeling or being unsafe in public restrooms, lack of access to legal documents or medical care due to differing records of sex and legal name, and nonaffirmation of one's gender by others.9”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [9] source
  • Classified as probably not a substantial claim.

    Premisecitation

    Minority stress theory holds that members of minority groups experience stressors related specifically to their group membership.

    “Minority stress theory suggests that members of minority groups experience stressors related specifically to their membership with that group.6”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [6] source
  • Classified as probably not a substantial claim.

    Premisecitation

    LGBTQ youth who report more positive and supportive school experiences are more likely to report better mental health.

    “studies have shown that lesbian, gay, bisexual, transgender, and queer (LGBTQ) youth who report more positive and supportive school experiences are more likely to also report better mental health.18,19”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [18] source
    • cites [19] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Minority stress includes not only specific negative events but also overarching societal experiences negotiated in everyday life.

    “Experiences of minority stress not only result from specific negative events but also from the overarching experiences in society that the minority individual negotiates in their everyday lives.7”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [7] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In that US study, more than a quarter reported being physically assaulted in the past year due to their gender expression.

    “more than a quarter reported being physically assaulted in the past year due to their gender expression.10”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Premisecitation

    These minority stressors result from sociocultural sanctions of status, prejudice, and discrimination.

    “These stressors are a result of sociocultural sanctions of status, prejudice, and discrimination”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [6] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In that US study, almost two-thirds reported feeling unsafe at school due to their gender expression.

    “almost two-thirds reporting they feel unsafe at school due to their gender expression”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Premisecitation

    Minority stress theory has been applied to transgender people.

    “Minority stress theory has been applied to transgender people.8”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [8] source
  • Classified as probably not a substantial claim.

    Premisecitation

    Minority stress theory proposes that these stressors negatively impact psychological well-being and adaptation.

    “the theory proposes that they negatively impact psychological well-being and adaptation.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [6] source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    An error in survey skip logic reduced data on suicidal attempts for 19-25 year olds, so it was not used in this study.

    “While we also collected data on suicidal attempts for 19–25 year olds, we decided to not use it in this study because it was reduced due to an error we made in our survey skip logic.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    Other protective factors such as living in felt gender and access to competent healthcare were not included in estimates, and their inclusion may have resulted in lower estimates of poor mental health for youth reporting the best-case scenario.

    “other protective factors, such as living in their felt gender and access to competent healthcare, were not included in our estimates, and their inclusion may have resulted in lower estimates of poor mental health for those youth reporting the best-case scenario.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    Using questions drawn from Canadian population-based surveys ensured that questions were widely used and had undergone thorough validation.

    “Using questions drawn from Canadian population-based surveys ensured that questions are widely used and had undergone thorough validation.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The findings are consistent with previous studies of transgender youth.

    “These findings are consistent with previous studies of transgender youth,3,5,14,29”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [3] source
    • cites [5] source
    • cites [14] source
    • cites [29] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The study relied on cross-sectional data when longitudinal data would be preferable to test causal hypotheses.

    “This study also relied on cross-sectional data when longitudinal data would be preferable to test these causal hypotheses.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    The School Connectedness Scale has adequate concurrent validity, reliability, and measurement stability across 18 ethnic groups.

    “One study reported that this scale has adequate concurrent validity, reliability, and measurement stability across 18 ethnic groups.24”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [24] source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Meyer recognized individual-level resilience in coping with minority stress as an additional area for potential intervention, but suggested caution because individuals within different groups have different access to this resilience.

    “Meyer also recognized individual-level resilience in coping with minority stress as an additional area for potential intervention for enhancing resilience, but he suggested caution with focusing on this because individuals within different groups have different access to this resilience.15”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [15] source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Responses were manually screened for careless responding by examining fastest response times, and no evidence of careless responding was observed.

    “Responses were also screened manually for careless responding by examining participants with the fastest response times, and no evidence of careless responding was observed.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The study did not examine support received specifically from the transgender community.

    “this study did not examine support received specifically from the transgender community.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Probability profiling results illustrated only outcomes at the 10th and 90th percentiles.

    “these probability profiling results illustrated only those outcomes at more extreme ends (10th and 90th percentiles).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    The study used nonprobability recruitment, so there is no way to know how representative the sample is of the larger Canadian transgender youth population.

    “the sampling frame was based on nonprobability recruitment methods and, as such, there is no way of knowing how representative the sample is from the larger transgender youth population across Canada.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductnone given

    The Enacted Stigma Index included experiences that might be expected due to anti-transgender stigma, but except for one discrimination question, it did not include questions specifically about anti-transgender stigma.

    “the Enacted Stigma Index used in this study included experiences that might be expected due to anti-transgender stigma, but except for one discrimination question, it did not include questions specifically about anti-transgender stigma.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Resilience and protective factors that may reduce minority stress and negative health effects are essential components of the minority stress theory.

    “Resilience and protective factors that may reduce minority stress and negative health effects are essential components of the minority stress theory”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [15] source
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    The study relied on single questions with dichotomized responses for mental health outcomes, though these questions are widely used and validated on large probability surveys.

    “This study relied on single questions with responses dichotomized for mental health outcomes, while these questions are widely used and validated on large probability surveys.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductcitation

    The 12-item Medical Outcomes Study Social Support Survey performed well on confirmatory factor analysis as a single factor or higher-order factor model and had excellent reliability.

    “This version of the scale performed well on confirmatory factor analysis as either a single factor or a higher-order factor model, and it had excellent reliability.27”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [27] source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Study design and conductnone given

    Recruitment methods did not differ between the two age groups, and the two age groups had the same overall pattern of demographics.

    “Recruitment methods did not differ between these two age groups and these two age groups had the same overall pattern of demographics.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Negative mental health outcomes are complex, with several co-occurring risk and protective factors.

    “Since our results suggest that negative mental health outcomes are complex, with several co-occurring risk and protective factors”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Community-level resilience might have been captured indirectly through school connectedness, family connectedness, and social support variables.

    “Community-level resilience might have been captured indirectly through the school connectedness, family connectedness, and social support variables assessed.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    The study's methodology allowed gathering a large sample size, giving added confidence about generalizability, though generalizations should be made with caution.

    “This study's methodology allowed us to gather a large sample size, giving us added confidence about the generalizability of our findings, even if these generalizations ought to be made with caution.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    This was the first study to examine the impact of both risk and protective factors in the probability of developing adverse mental health outcomes for transgender people.

    “this was the first study to examine the impact of both risk and protective factors in the probability of developing adverse mental health outcomes for transgender people.”
    Quote in the paperNot a substantial claim
35 of 35
  • The authors state this as an assumption.

    Missing values on scales were missing at random with respect to mental health, enacted stigma, and protective factors.

    “We had no reason to believe that the missing values differed across different levels of mental health, enacted stigma, or protective factors (i.e., we believe data were missing at random); so we did not attempt to correct for this missingness.”
1 of 1

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Younger participants' suicide outcome switches from attempts to ideation

    Major

    The methods say the younger group was asked about suicide attempts, not suicidal ideation. The results nevertheless describe its probability model as predicting whether a younger participant had seriously considered suicide.

  • Younger-youth suicide item described inconsistently

    Minor

    In the questionnaire section, younger participants are described as being asked about suicide attempts in the past 12 months, but later the results discussion refers to the probability of reporting 'ever seriously considered suicide' for the younger group. These are different outcomes, so the description of what was measured and what was modeled does not match.

2 of 2

Cites

Flagged first, then by citations

1 of the 34 references couldn’t be matched to a known paper.

Research works printed but not linked: 2

  1. Fazio AF, 1977, Vital Health Stat 2, 73, 1
  2. Patten SB, 1997, Chronic Dis Can, 18, 109

Cited by

Sorted by citations

Authors
Veale, J. F., Peter, T., Travers, R., & Saewyc, E. M.
Affiliations
  • University of Waikato (NZ)
  • University of Manitoba (CA)
  • Wilfrid Laurier University (CA)
  • University of British Columbia (CA)
Corresponding author
Veale, Jaimie F.
Venue
Transgender Health
Published
2017-12
Volume
2
Issue
1
Pages
207-216
ISSN
2380-193X (ISSN-L)
OpenAlex
W2774228466
Cited by
228
References
34
Citations by year
2026: 27 · 2025: 30 · 2024: 28 · 2023: 30 · 2022: 21 · 2021: 40 · 2020: 30 · 2019: 14 · 2018: 8
FWCI
15.26
Type
journal article
Language
en
Open access
Locations
  • Transgender Health (publishedVersion)
  • PubMed (publishedVersion)
  • Research Commons (University of Waikato) (submittedVersion, cc-by)
  • Europe PMC (PubMed Central) (submittedVersion)
  • PubMed Central (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
Topics
  • Social Sciences › Psychology › Social Psychology › LGBTQ Health, Identity, and Policy
  • Physical Sciences › Computer Science › Artificial Intelligence › Hate Speech and Cyberbullying Detection
  • Social Sciences › Psychology › Clinical Psychology › Sexuality, Behavior, and Technology
Keywords
transgender youth, enacted stigma, minority stress model, mental health, protective factors, discrimination, harassment, violence

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