Guided internet-based LGBTQ-affirmative cognitive-behavioral therapy: A randomized controlled trial among sexual minority men in China
Open accessAbstract
Objective: LGBTQ-affirmative cognitive-behavioral therapy (CBT) addresses minority stress to improve sexual minority individuals’ mental and behavioral health. This treatment has never been tested in high-stigma contexts like China using online delivery. Method: Chinese young sexual minority men (n = 120; ages 16–30; HIV-negative; reporting depression and/or anxiety symptoms and past-90-day HIV-transmission-risk behavior), were randomized to receive 10 sessions of culturally adapted asynchronous LGBTQ-affirmative internet-based CBT (ICBT) or weekly assessments only. The primary outcome included HIV-transmission-risk behavior (i.e., past-30-day condomless anal sex). Secondary outcomes included HIV social-cognitive mechanisms (e.g., condom use self-efficacy), mental health (e.g., depression), and behavioral health (e.g., alcohol use), as well as minority stress (e.g., acceptance concerns), and universal (e.g., emotion regulation) mechanisms at baseline and 4- and 8-month follow-up. Moderation analyses examined treatment efficacy as a function of baseline stigma experiences and session completion. Results: Compared to assessment only, LGBTQ-affirmative ICBT did not yield greater reductions in HIV-transmission-risk behavior or social-cognitive mechanisms. However, LGBTQ-affirmative ICBT yielded greater improvements in depression (d = −0.50, d = −0.63) and anxiety (d = −0.51, d = −0.49) at 4- and 8-month follow-up, respectively; alcohol use (d = −0.40) at 8-month follow-up; and certain minority stress (e.g., internalized stigma) and universal (i.e., emotion dysregulation) mechanisms compared to assessment only. LGBTQ-affirmative ICBT was more efficacious for reducing HIV-transmission-risk behavior for participants with lower internalized stigma (d = 0.42). Greater session completion predicted greater reductions in suicidality and rumination. Conclusions: LGBTQ-affirmative ICBT demonstrates preliminary efficacy for Chinese young sexual minority men. Findings can inform future interventions for young sexual minority men in contexts with limited affirmative supports. © 2024 Elsevier Ltd
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Claims the paper makes
29 of 91 cited sources checked · 10 supported · 1 flagged · accuracy not yet measured
- Interpretationreasoning
China's collectivistic cultural norms may increase pressures from family and community to conceal sexual identity.
“China’s collectivistic cultural norms might therefore exacerbate pressures emerging from one’s own family and community to conceal one’s sexual identity (Steward et al., 2013; Sun, Budge, et al., 2020; Sun et al., 2021).”
Quote in the paperSubstantial claim1 of 3 sources checked - Premisecitation
Chinese sexual minority men are at high risk of mental and behavioral health challenges.
“Increasing evidence suggests that Chinese sexual minority men are at high risk of mental and behavioral health challenges (Sun, Pachankis, et al., 2020)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Sun, Pachankis, et al., 2020 source
- Premisecitation
Young adult sexually active sexual minority men are the most at-risk population for HIV infection in China today.
“Young adult (e.g., age 16–30) sexually active sexual minority men represent the most at-risk population for HIV infection in China today (Li et al., 2019; Wu, 2018; Zhao et al., 2020).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Li et al., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Wu, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Zhao et al., 2020 source
The Abstract reports that, among newly reported HIV cases in China involving people aged 15–24 during 2010–2019, the main transmission route was unprotected sex among men who have sex with men. It does not establish that sexually active sexual minority men aged 16–30 are the most at-risk population across all ages in China today; its data concern reported cases, not a population-wide ranking of infection risk. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Interpersonal minority stress reactions, especially concerns about social acceptance, are most strongly related to minority stress exposures and poor mental health among Chinese sexual minority individuals, more so than identity concealment.
“For this reason, interpersonal minority stress reactions, most notably concerns about social acceptance, appear to be the most strongly related to both minority stress exposures (e.g., lack of family support) and poor mental health among Chinese sexual minority individuals (Sun, Budge, et al., 2020; Sun, Pachankis, et al., 2020), even more so than identity concealment.”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Sun, Budge, et al., 2020 source
- cites Sun, Pachankis, et al., 2020 source
The ‘Anticipated Stigma and Internalized Stigma and Mental Health’ section reports that acceptance concerns and interpersonal victimization were associated with distress in Chinese MSM, while identity concealment was not associated with distress in the cited national survey. The ‘Minority Stress for MSM in a Chinese Context’ section also links low family support to psychological distress, but does not establish that acceptance concerns are more strongly related to minority-stress exposures than concealment is. The paper’s evidence primarily concerns Chinese MSM, rather than all Chinese sexual minority individuals; page numbers were not available in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Premisecitation
Adapted mental and behavioral health interventions for stigmatized populations are most efficacious for individuals experiencing the highest degrees of internalized and interpersonal stigma.
“For instance, adapted mental and behavioral health interventions for stigmatized populations have been found to be most efficacious for individuals experiencing the highest degrees of internalized and interpersonal stigma (e.g., Lee et al., 2019; Millar et al., 2016; Pachankis, Williams, et al., 2020).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Lee et al., 2019 source
The Conclusion (page not supplied) recommends developing mental health interventions for Korean LGB adults with high internalized homophobia, especially older adults. But this cross-sectional study examined associations with mental health, not intervention efficacy; it does not show that adapted interventions work best for people with the highest internalized and interpersonal stigma. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites Millar et al., 2016 source
- cites Pachankis, Williams, et al., 2020 source
The Discussion (page unavailable in our copy) reports that sexual minority young adults with high levels of discrimination and victimization particularly benefited from the adapted writing interventions on depression. The Method’s Moderated Effects section identifies those two interpersonal or contextual exposures as the moderators examined; it does not establish greater efficacy among people with high internalized stigma. The claim also generalizes findings from this specific population and these interventions to stigmatized populations broadly. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Non-adapted interventions delivered to stigmatized populations are less effective in contexts of high compared with low structural stigma.
“Conversely, non-adapted interventions delivered to stigmatized populations are less effective in contexts of high, compared to low, structural stigma (Price et al., 2021; Reid et al., 2014);”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Price et al., 2021 source
- cites Reid et al., 2014 source
The Results (page not provided) report that non-tailored HIV-prevention interventions failed to improve condom use in communities with relatively negative attitudes toward African Americans but succeeded where attitudes were relatively positive. This supports the comparison for the studied interventions, but the claim extends it to non-adapted interventions for stigmatized populations generally; the paper studied interventions for African Americans and specific indicators of structural stigma. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
The Chinese traditional value of filial piety emphasizes marriage and passing on family lineage.
“Moreover, the Chinese traditional value of ‘filial piety’, based on Confucian philosophy, emphasizes the importance of marriage and passing on one’s family lineage (Steward et al., 2013; Sun, Budge, et al., 2020).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Steward et al., 2013 source
The Introduction says filial piety involves sons’ obligations to marry, have children, and continue the family name, supporting the claim about marriage and lineage. It does not identify Confucian philosophy as the basis of filial piety, so that part of the citing sentence is not supported by this copy. (LLM, conf=0.83)
Experimental — accuracy not yet measured - cites Sun, Budge, et al., 2020 source
- Premisecitation
Compared with active treatments, LGBTQ-affirmative CBT shows smaller but statistically significant improvements for co-occurring mental and behavioral health outcomes.
“When compared to active treatments (i.e., community-based affirmative counseling, HIV testing and counseling), LGBTQ-affirmative CBT shows smaller effects, but nonetheless statistically significant improvements for co-occurring mental and behavioral health outcomes (Pachankis, Harkness, Maciejewski, et al., 2022).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Pachankis, Harkness, Maciejewski, et al., 2022 source
The Discussion reports small-to-moderate effects favoring ESTEEM over the two active treatments, but says most mental and behavioral health comparisons were not statistically significant after correction for multiple comparisons. The Results report a significant reduction in alcohol- and drug-related problems versus HIV testing and counseling, and a significant reduction in the number of comorbidities versus LGBQ-affirmative counseling—but not versus HIV testing and counseling. The claim overstates how broadly the improvements were statistically significant. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Repeated assessment of condom use and other behavioral outcomes has been found to be an effective strategy to reduce these outcomes in and of itself.
“repeated assessment of condom use and other behavioral outcomes (e.g., substance use) has been found to be an effective strategy to reduce these outcomes in and of itself (Newcomb et al., 2018).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Newcomb et al., 2018 source
The Results (page unavailable) report decreases in condomless anal sex and illicit drug use over two months among diary participants. But the Results also found no difference in behavior change between diary and control conditions, so the paper does not establish repeated assessment as an effective strategy that itself caused those reductions. Alcohol use did not significantly decrease. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Findingown data
Compared with assessment only, LGBTQ-affirmative ICBT did not produce greater reductions in HIV-transmission-risk behavior or social-cognitive mechanisms.
“Compared to assessment only, LGBTQ-affirmative ICBT did not yield greater reductions in HIV-transmission-risk behavior or social-cognitive mechanisms.”
Quote in the paperSubstantial claim - Findingown data
LGBTQ-affirmative ICBT was more efficacious for reducing HIV-transmission-risk behavior among participants with lower internalized stigma (d=0.42).
“LGBTQ-affirmative ICBT was more efficacious for reducing HIV-transmission-risk behavior for participants with lower internalized stigma (d=0.42).”
Quote in the paperNot a substantial claim - Findingown data
LGBTQ-affirmative ICBT produced greater improvements in certain minority stress mechanisms (e.g., internalized stigma) and universal mechanisms (i.e., emotion dysregulation) than assessment only.
“and certain minority stress (e.g., internalized stigma) and universal (i.e., emotion dysregulation) mechanisms compared to assessment only.”
Quote in the paperSubstantial claim - Findingown data
LGBTQ-affirmative ICBT produced greater improvements in depression than assessment only at 4- and 8-month follow-up (d=-0.50 and d=-0.63, respectively).
“LGBTQ-affirmative ICBT yielded greater improvements in depression (d=−0.50, d=−0.63) and anxiety (d=−0.51, d=−0.49) at 4- and 8-month follow-up, respectively”
Quote in the paperSubstantial claim - Findingown data
LGBTQ-affirmative ICBT produced greater improvements in anxiety than assessment only at 4- and 8-month follow-up (d=-0.51 and d=-0.49, respectively).
“LGBTQ-affirmative ICBT yielded greater improvements in depression (d=−0.50, d=−0.63) and anxiety (d=−0.51, d=−0.49) at 4- and 8-month follow-up, respectively”
Quote in the paperSubstantial claim - Findingown data
LGBTQ-affirmative ICBT produced greater reductions in alcohol use than assessment only at 8-month follow-up (d=-0.40).
“alcohol use (d=−0.40) at 8-month follow-up”
Quote in the paperSubstantial claim - Findingown data
Condition × Time effects were observed for emotion dysregulation, indicating relative improvements for ICBT compared to assessment-only at both 4- and 8-month follow-ups (d = −0.44 and d = −0.42).
“Condition × Time effects were observed for emotion dysregulation indicating relative improvements in this universal mechanism for participants in the LGBTQ-affirmative ICBT condition compared to the assessment-only condition at both the 4- and 8-month follow-up (d = −0.44, d = −0.42).”
Quote in the paperSubstantial claim - Findingown data
No significant differences between conditions were observed for condom use self-efficacy and decisional balance.
“No significant differences between the two conditions were observed for condom use self-efficacy and decisional balance (see Table 2).”
Quote in the paperNot a substantial claim - Findingown data
HIV-transmission risk behavior, defined as condomless anal sex acts with any partner type, significantly decreased over time in both the ICBT and assessment-only conditions.
“HIV-transmission risk behavior, operationalized in terms of condomless anal sex acts with any partner type (i.e., main or casual), significantly decreased over time in both conditions.”
Quote in the paperNot a substantial claim - Findingown data
For participants with low internalized stigma, a similar effect was found from baseline to 8 months for the ICBT condition (MD = 2.25, SE = 0.51, p = 0.0001) compared to the assessment-only condition (MD = 0.93, SE = 0.34, p = 0.07).
“We found a similar effect when comparing baseline to 8-month follow-up for participants in the LGBTQ-affirmative ICBT condition (MD = 2.25, SE = 0.51, p = 0.0001) compared to the assessment-only condition (MD = 0.93, SE = 0.34, p = 0.07).”
Quote in the paperSubstantial claim - Findingown data
Effect sizes for condition comparisons on HIV-transmission risk behavior were small at 4 months (d = −0.01) and 8 months (d = −0.02).
“Effect sizes for condition comparisons were small at 4-month (d = −0.01) and (d = −0.02) at 8-month follow-up.”
Quote in the paperSubstantial claim - Findingown data
Among minority stress variables tested as moderators, only internalized stigma significantly moderated Condition × Time interaction effects for HIV-transmission risk behavior at both 4- and 8-month follow-ups.
“Of the minority stress variables examined as potential treatment effect moderators, only internalized stigma significantly moderated Condition × Time interaction effects for HIV-transmission risk behavior at both the 4- and 8-month follow-up (see Table 4).”
Quote in the paperSubstantial claim - Findingown data
Condition × Time interactions were observed for mental and behavioral health outcomes.
“Condition × Time interactions were observed for mental and behavioral health outcomes.”
Quote in the paperSubstantial claim - Findingown data
For participants with low internalized stigma (one standard deviation below the mean), LGBTQ-affirmative ICBT showed greater efficacy than assessment-only for reducing HIV-transmission risk behavior.
“we found greater efficacy of LGBTQ-affirmative ICBT compared to assessment only for participants experiencing lower levels of internalized stigma, probed at one standard deviation below the mean (see Figure 3).”
Quote in the paperSubstantial claim - Findingown data
For participants with higher internalized stigma (one standard deviation above the mean), no greater efficacy of ICBT compared to assessment-only was found at either follow-up.
“For participants with higher levels of internalized stigma, probed at one standard deviation above the mean, we did not find greater efficacy of LGBTQ-affirmative ICBT compared to assessment only at either follow-up period.”
Quote in the paperSubstantial claim - Findingown data
No Condition × Time interaction was observed for rumination.
“No Condition × Time interaction was observed for rumination (see Table 3).”
Quote in the paperNot a substantial claim - Findingown data
No Condition × Time effects were observed for sexual orientation concealment.
“No Condition × Time effects were observed for sexual orientation concealment (Table 3).”
Quote in the paperNot a substantial claim - Findingown data
A marginally significant effect was found for social support at the 4-month follow-up (d = −0.26).
“We also found a marginally significant effect for social support at the 4-month follow-up (d = −0.26, see Figure 2).”
Quote in the paperNot a substantial claim - Premisecitation
LGBTQ-affirmative CBT is the sole evidence-based intervention that targets the hypothesized minority stress source of sexual minority men's co-occurring mental and behavioral health risks.
“LGBTQ-affirmative cognitive-behavioral therapy (CBT) represents the only evidence-based intervention that seeks to address the hypothesized minority stress source of sexual minority men’s co-occurring mental and behavioral health risks (Pachankis, Harkness, Jackson, et al., 2022).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pachankis, Harkness, Jackson, et al., 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Internalized stigma is significantly associated with poor mental health among Chinese sexual minority individuals.
“On the other hand, internalized stigma is significantly associated with poor mental health among Chinese sexual minority individuals (Su et al., 2018; W. Xu et al., 2017), like in the Western contexts in which these associations have been most often studied (Newcomb & Mustanski, 2010).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Su et al., 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites W. Xu et al., 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductown data
The study used a parallel randomized controlled trial with 1:1 allocation to LGBTQ-affirmative ICBT versus assessment only.
“This study employed a parallel randomized controlled trial with a 1:1 ratio allocation to two conditions (LGBTQ-affirmative ICBT vs. assessment only).”
Quote in the paperSubstantial claim - Premisecitation
Emerging research documents advantages of online approaches for addressing sexual minority individuals' psychosocial health needs.
“Given these circumstances, emerging research documents the advantages of online approaches for addressing sexual minority individuals’ psychosocial health needs (Craig, Iacono, et al., 2021).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Craig, Iacono, et al., 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Sexual orientation conversion therapy is still provided in formal settings across China.
“sexual orientation conversion therapy is still being provided in formal settings across China (Burki, 2017; Li et al., 2022; Wang et al., 2019).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data
LGBTQ-affirmative ICBT shows preliminary efficacy for Chinese young sexual minority men.
“LGBTQ-affirmative ICBT demonstrates preliminary efficacy for Chinese young sexual minority men.”
Quote in the paperSubstantial claim- Rests on an assumption: The trial sample from Hunan Province is representative of Chinese young sexual minority men more broadly.
- Premisecitation
Previous North American trials of LGBTQ-affirmative CBT have shown efficacy in improving depressive and anxiety symptoms, alcohol use problems, and HIV-transmission-risk behavior compared with waitlist controls.
“Several previous trials of LGBTQ-affirmative CBT, conducted in North America, have shown efficacy in improving psychosocial outcomes ranging from depressive and anxiety symptoms, alcohol use problems, and HIV-transmission-risk behavior compared to waitlist control conditions (Craig, Eaton, et al., 2021a; Craig, Leung, et al., 2021; Pachankis, McConocha, et al., 2020).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Craig, Eaton, et al., 2021a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Craig, Leung, et al., 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Pachankis, McConocha, et al., 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
ICBT is promising as a treatment approach for sexual minority individuals in China and other high-stigma, low-affirming-resource contexts.
“For these reasons, ICBT seems promising as a treatment approach for sexual minority individuals living in China and other contexts of high stigma and few identity-affirming resources.”
Quote in the paperSubstantial claim - Premisecitation
LGBTQ-affirmative CBT has been adapted through a multistage process to address manifestations of minority stress for sexual minority men living in China.
“Not only does LGBTQ-affirmative CBT represent an adaptation to standard CBT informed by minority stress theory, but LGBTQ-affirmative CBT has been even further adapted through a multistage adaptation process to address manifestations of minority stress for sexual minority men living in China (Pan et al., 2021).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pan et al., 2021 source
- Premisecitation
When interventions are adapted to address the distinct needs of the stigmatized, emerging evidence suggests they are more efficacious under high structural stigma than under low structural stigma.
“however, when interventions are adapted to address the distinct needs of the stigmatized, some emerging evidence suggests an opposite effect – under conditions of high structural stigma, these adapted interventions are actually more efficacious than under conditions of low structural stigma (Pachankis et al., 2023).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pachankis et al., 2023 source
- Premisecitation
Stigma can enhance or undermine intervention efficacy for stigmatized populations depending on the level at which stigma is measured and whether the intervention is adapted to address the population's distinct concerns.
“Indeed, increasing evidence suggests that stigma can enhance or undermine intervention efficacy for stigmatized populations, depending on the level at which stigma is measured (e.g., internalized vs. structural) and whether or not the intervention is adapted to address the distinct concerns of the stigmatized population (Hatzenbuehler & Pachankis, 2021).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hatzenbuehler & Pachankis, 2021 source
- Premisecitation
Outcome data for cultural adaptations of LGBTQ-affirmative CBT for Black and Latinx gay and bisexual men in the US and for sexual minority men in China support its promise and transferability.
“Outcome data for cultural adaptations of the treatment, for instance for Black and Latinx gay and bisexual men in the US (Jackson et al., 2022) and sexual minority men living in China (Pan et al., 2021), also support the promise and transferability of this treatment.”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
The Chinese culturally adapted LGBTQ-affirmative ICBT modules were adapted for Chinese sexual minority men in a previous multistage adaptation process.
“Importantly, these modules were adapted for the cultural context of Chinese sexual minority men in a previous multistage adaptation process described elsewhere (Pan et al., 2021).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pan et al., 2021 source
- Study design and conductcitation
The online Timeline Follow Back (TLFB) has been validated in the online format used here.
“TLFB is an assessment of retrospective event-level risk behavior, including sexual-risk behaviors (Carey et al., 2001), and has been validated in the online format used here (Pedersen et al., 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pedersen et al., 2012 source
- Study design and conductown data
An a priori power analysis indicated that 120 participants (60 per condition) with approximately 20% attrition would provide at least 80% power to detect a between-condition difference of d=.40 at p<.05.
“An apriori power analysis indicated that a sample size of 120 participants (60 per condition) with approximately 20% attrition would provide ≥ 80% power to detect a difference (p < .05) between the conditions of d = .40.”
Quote in the paperSubstantial claim - Interpretationown data
Internalized stigma moderated the relative efficacy of LGBTQ-affirmative ICBT, with greater treatment efficacy for improving HIV-transmission-risk behavior among participants with lower baseline internalized stigma.
“We found that internalized stigma, in particular, moderated the relative efficacy of LGBTQ-affirmative ICBT. Specifically, the moderation analysis revealed greater treatment efficacy for improving HIV-transmission-risk behavior for participants experiencing lower levels of internalized stigma at baseline.”
Quote in the paperSubstantial claim - Interpretationown data
HIV-transmission-risk behavior was relatively infrequent in this study, limiting variability from which to predict condition effects.
“HIV-transmission-risk behavior was relatively infrequent in this study, thereby limiting variability from which to predict condition effects.”
Quote in the paperSubstantial claim - Interpretationcitation
Stigma context may moderate intervention efficacy, as suggested by the US trial finding that LGBTQ-affirmative ICBT was efficacious only in higher-stigma US counties.
“the US trial of LGBTQ-affirmative ICBT found that the treatment was only efficacious in higher-stigma US counties, supporting the possibility that stigma context moderates intervention efficacy, a postulation also consistent with other treatment effect moderation research pertaining to interventions for sexual minority and other stigmatized populations (Hatzenbuehler & Pachankis, 2021).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hatzenbuehler & Pachankis, 2021 source
- Study design and conductown data
No adverse events occurred during the trial.
“No adverse events occurred throughout the trial.”
Quote in the paperNot a substantial claim - Interpretationown data
For HIV-transmission-risk behavior, LGBTQ-affirmative ICBT was associated with greater efficacy for Chinese young sexual minority men experiencing lower levels of internalized stigma.
“In terms of HIV-transmission-risk behavior, LGBTQ-affirmative ICBT was associated with greater efficacy for Chinese young sexual minority men experiencing lower levels of internalized stigma, suggesting both potential areas of future research and implementation targets.”
Quote in the paperSubstantial claim - Interpretationcitation
No study to date, including this one, has been sufficiently powered and employed long-enough follow-up periods to identify mechanisms serving as statistical mediators of LGBTQ-affirmative CBT efficacy.
“no study to date, including this one, has been sufficiently powered and employed long-enough follow-up periods to identify mechanisms serving as statistical mediators of LGBTQ-affirmative CBT efficacy (Burger et al., 2023).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Burger et al., 2023
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
LGBTQ-affirmative ICBT has potential to reduce mental and behavioral health problems among young sexual minority men in China and perhaps other similar contexts globally.
“Overall, results suggest that LGBTQ-affirmative ICBT has potential to reduce mental and behavioral health problems among young sexual minority men in China and perhaps other similar contexts globally.”
Quote in the paperSubstantial claim
- May combine two claims. 49
- Classified as probably not a substantial claim. 24
- Borderline: one of the tests for a substantial claim is unclear. 1
May combine two claims.
Study design and conductcitationCondomless anal sex was assessed over the past 30 days rather than a longer period to reduce retrospective recall bias, but this may have limited variability in HIV-transmission-risk acts.
“condomless anal sex was assessed across the past 30 days rather than over a longer period (Pachankis, Hatzenbuehler, et al., 2015) so as to guard against retrospective recall bias introduced by reporting across longer periods. Yet, this decision might have limited variability in HIV-transmission-risk acts.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Pachankis, Hatzenbuehler, et al., 2015 source
The Method section (Primary Outcome Measures) says condomless anal sex was assessed over the past 90 days, not 30 days. The Analytic plan likewise describes the outcome as a past-90-day count. The cited paper therefore contradicts the assessment period attributed to it. (LLM, conf=0.92)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationLGBTQ-affirmative CBT seeks to instill coping skills against minority stress by addressing cognitive, affective, and behavioral pathways through which minority stress drives adverse mental and behavioral health outcomes.
“Informed by minority stress theory (Brooks, 1981; Meyer, 2003), LGBTQ-affirmative CBT seeks to instill coping skills against minority stress by addressing the cognitive (e.g., negative self-schemas), affective (e.g., emotion dysregulation), and behavioral (e.g., avoidance) pathways through which minority stress drives adverse mental and behavioral health outcomes.”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Brooks, 1981
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Meyer, 2003 source
May combine two claims.
PremisecitationThese adaptations include identity concealment, internalized stigma, and rejection hypervigilance.
“These adaptations include psychosocial processes such as identity concealment, internalized stigma, and rejection hypervigilance (Hollinsaid et al., 2022; Newcomb & Mustanski, 2010; Pachankis, Mahon, et al., 2020).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Hollinsaid et al., 2022 source
The paper’s introductory section describes hypervigilance as a response to anticipated stigma and identifies identity concealment as a response to threat. It does not describe internalized stigma as one of these adaptations; the phrase appears in the title of a work in its References. Because the citing sentence does not assign its three citations to separate items, this source supports only part of the list. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites Newcomb & Mustanski, 2010 source
- cites Pachankis, Mahon, et al., 2020 source
May combine two claims.
PremisecitationMinority stress adaptations can become chronic coping tendencies that manifest in emotional and behavioral avoidance (e.g., rumination, hazardous alcohol use) and maladaptive emotional processes (e.g., lack of emotion awareness) that predict depression and anxiety.
“Although these responses are initially learned through ongoing exposure to invalidating environments (Cardona et al., 2021), they can become chronic, ingrained coping tendencies that manifest in insalubrious outcomes, such as emotional and behavioral avoidance (e.g., rumination; hazardous alcohol use; Lewis et al., 2016; Szymanski et al., 2014) and the experience of maladaptive emotional processes”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Lewis et al., 2016 source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites Szymanski et al., 2014 source
- cites Pachankis, Rendina, et al., 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
PremisecitationMinority stress theory holds that environments with normative stigma and identity invalidation drive psychosocial adaptations among sexual minority individuals that can erode mental and behavioral health.
“Minority stress theory suggests that environments characterized by normative stigma and identity invalidation drive psychosocial adaptations among sexual minority individuals that can ultimately erode their mental and behavioral health (Brooks, 1981; Meyer, 2003).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Brooks, 1981
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Meyer, 2003 source
May combine two claims.
PremisecitationICBT efficacy is equivalent to face-to-face CBT while overcoming several implementation challenges of traditional CBT delivery.
“The efficacy of ICBT shows equivalence with face-to-face CBT while also overcoming several of the implementation challenges of traditional CBT delivery modalities (Andersson et al., 2014; Andersson et al., 2019; Andrews et al., 2018).”
Quote in the paperSubstantial claim3 of 3 sources checked- cites Andersson et al., 2014 source
The Abstract reports equivalent overall effects for guided ICBT and face-to-face CBT, while cautioning that equivalence has not been established for every condition. It also says many ICBT programs require only about 10–15 minutes of therapist guidance per client per week, but it does not establish that ICBT overcomes several implementation challenges of traditional CBT; some Internet formats save no therapist time. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites Andersson et al., 2019 source
The EVIDENCE BASE TO DATE section reports that guided ICBT tends to have effects equivalent to face-to-face CBT, but the claim omits the guided-treatment qualifier and states equivalence more definitively. The INNOVATION section describes advantages over face-to-face delivery, including less therapist time, no need for a therapy room, and less waiting. Page numbers were not available in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites Andrews et al., 2018 source
May combine two claims.
PremisecitationStigma and minority stress worsen the disproportionate risk of poor mental and behavioral health among sexual minority men globally, including co-occurring depression, anxiety, substance use problems, and HIV-transmission risk.
“Stigma and minority stress exacerbate the disproportionate risk of poor mental and behavioral health facing sexual minority men around the world, including co-occurring risk of depression, anxiety, substance use problems, and HIV-transmission risk (Hatzenbuehler & Pachankis, 2016; Operario et al., 2022).”
Quote in the paperSubstantial claim1 of 2 sources checkedMay combine two claims.
InterpretationcitationTreatment effects for mental and behavioral problems, minority stress, and universal risk factors were in the expected direction and consistent with previous research on LGBTQ-affirmative CBT and psychosocial interventions for sexual minority individuals.
“Overall, treatment effects for mental and behavioral problems and minority stress and universal risk factors were in the expected direction and consistent with previous research on LGBTQ-affirmative CBT specifically (Craig, Eaton, et al., 2021; Pachankis, Hatzenbuehler, et al., 2015; Pachankis, McConocha, et al., 2020) and psychosocial interventions focused on sexual minority individuals’ co-occur”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Craig, Eaton, et al., 2021 source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites Pachankis, Hatzenbuehler, et al., 2015 source
- cites Pachankis, McConocha, et al., 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationcitationThe rate of engagement in the ICBT condition was slightly higher than a similar US trial but lower than other studies of ICBT.
“This rate of engagement was slightly higher than a similar trial in the US (Pachankis et al., 2023), but lower than other studies of ICBT (Andrews et al., 2018).”
Quote in the paperNot a substantial claim1 of 2 sources checkedMay combine two claims.
InterpretationcitationThe effect sizes for HIV-transmission risk behavior were in the small-to-medium range, consistent with previous trials of psychosocial interventions for this population.
“effect sizes for this outcome were in the small-to-medium range consistent with previous trials of psychosocial interventions for this population (Pantalone et al., 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Pantalone et al., 2020 source
The Results (Meta-Analytic Results; page unavailable) report modest effects for sexual risk behavior, with category-level effect sizes in the d = .17–.23 range; the paper calls the overall pooled effects small. The Results (Summary of Intervention Results; page unavailable) also report a medium-sized effect for one condomless-sex outcome (d = 0.59), but the paper does not characterize HIV-transmission risk effects overall as small-to-medium or explicitly make the claimed comparison with previous trials. (LLM, conf=0.82)
Experimental — accuracy not yet measured
May combine two claims.
Study design and conductown dataAll variables met normality assumptions except HIV-transmission-risk behavior, AUDIT, DUDIT, and SIDAS, which were zero-inflated; generalized linear mixed models with square root transformation were used for AUDIT, DUDIT, and SIDAS, and a negative binomial zero-inflated regression for HIV-transmission-risk behavior.
“All variables met assumptions of normality except for HIV-transmission-risk behavior, AUDIT, DUDIT, and SIDAS, which were zero-inflated.”
- Also stated in: § Participants · plain
“For models fit with the AUDIT, DUDIT, and SIDAS (ordinal variables), we used generalized linear mixed effects models with square root transformation to address normality.”
- Also stated in: § Participants · plain
“For HIV-transmission-risk behavior (a count variable), we followed best practices for zero-inflated count data and used a negative binomial zero-inflated regression model to account for the overdispersion and excess zeros (Brooks et al., 2017).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Brooks et al., 2017 source
Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Also stated in: § Participants · plain
May combine two claims.
PremisecitationThe control condition's weekly self-monitoring has been shown to produce reductions in depression symptoms and improvements in behavioral health outcomes.
“This type of self-monitoring has been shown to produce reductions in depression symptoms over time and yield improvement in behavioral health outcomes (Kauer et al., 2012; Livingston et al., 2017).”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites Kauer et al., 2012 source
The Introduction (Mechanism Underlying Self-monitoring; page unavailable) reports that depressive symptoms decreased over time in both groups, and the Results (Rumination; page unavailable) report decreased rumination in both groups. But the comparison group monitored several times daily, not weekly, and the authors attribute the shared symptom improvement to training, resources, and support rather than establishing that comparison-group self-monitoring produced it. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Livingston et al., 2017 source
The Clinical Implications section describes monitoring as a possible intervention that could help people identify substance-use risks, but does not report reductions in depression symptoms or improvements in behavioral health outcomes. The Results report no detectable change in nicotine or substance-use reports between weeks; a search for depression symptoms and monitoring-related improvements found no supporting passage. (LLM, conf=0.74)
Experimental — accuracy not yet measured
May combine two claims.
Interpretationown dataLGBTQ-affirmative ICBT demonstrated comparatively greater improvements in emotion dysregulation, extending previous intervention research on LGBTQ-affirmative CBT mechanisms and consistent with its theoretical basis.
“LGBTQ-affirmative ICBT also demonstrated comparatively greater improvements in emotion dysregulation. This finding extends the relatively scant previous intervention research that has examined the efficacy of LGBTQ-affirmative CBT on potential intervention mechanisms, in which factors such as hope and optimism have been found to be impacted (Craig, Eaton, et al., 2021; Craig, Leung, et al., 2021).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Craig, Eaton, et al., 2021 source
- cites Craig, Leung, et al., 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationcitationThe structural context in which psychotherapies are delivered is associated with psychotherapy efficacy, as shown by findings that psychotherapy is less effective for Black youth in US counties with higher anti-Black racism.
“an emerging body of research has found that the structural context in which psychotherapies are delivered is associated with psychotherapy efficacy. For instance, psychotherapy has been found to be less effective for Black youth living in U.S. counties with higher anti-Black racism (Price et al., 2022).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Price et al., 2022 source
The Discussion reports that psychotherapy interventions with majority-Black youth samples were less effective where anti-Black cultural racism was higher. But the study measured racism at the state level, not the county level; the Discussion explicitly identifies county-level analysis as future research. (LLM, conf=0.94)
Experimental — accuracy not yet measured
Borderline on S4 (based): unclear from the text.
Findingnone givenGreater session completion predicted greater reductions in suicidality and rumination.
“Greater session completion predicted greater reductions in suicidality and rumination.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNo significant Condition × Time interaction was observed for substance use problems or suicidal ideation, but suicidal ideation significantly decreased for all participants across the 4- and 8-month follow-ups.
“There was not a significant Condition × Time interaction observed for substance use problems or suicidal ideation; however, there was a significant reduction in suicidal ideation for all participants across the 4- and 8-month follow-ups (Table 2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNo Condition × Time interaction was found for HIV-transmission risk behavior, meaning the decrease across 4- and 8-month follow-ups did not differ between the ICBT and assessment-only conditions.
“No Condition × Time interaction was observed, indicating that the significant decrease in HIV-transmission risk behavior across 4- and 8-month follow-ups did not differ between the LGBTQ-affirmative ICBT and assessment-only conditions (see Table 2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFor participants with low internalized stigma, HIV-transmission risk behavior scores improved significantly from baseline to 4 months in the ICBT condition (MD = 1.55, SE = 0.040, p = 0.001) but not in the assessment-only condition (MD = 0.55, SE = 0.32, p = 0.49).
“for participants with low levels of internalized stigma, we observed significant improvements in HIV-transmission risk behavior scores between baseline and 4-month follow-up for participants in the LGBTQ-affirmative ICBT condition (Mean Difference [MD] = 1.55, SE = 0.040, p = 0.001), but not for those in the assessment-only condition (MD = 0.55, SE = 0.32, p = 0.49).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataA greater number of sessions completed was associated with greater reductions in suicidal ideation at 4-month follow-up and rumination at 8-month follow-up.
“Greater number of sessions completed was associated with greater reductions in suicidal ideation at the 4-month follow-up and rumination at the 8-month follow-up.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEffect sizes for mental and behavioral health outcomes were medium and in the expected direction.
“Effect sizes for these outcomes were medium and in the expected direction (see Figure 2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataWithin the ICBT condition, significant Time × Sessions Completed interactions were found for suicidal ideation and rumination, but not for other outcomes.
“In analyses conducted within the LGBTQ-affirmative ICBT condition, we found significant Time × Sessions Completed interactions when predicting suicidal ideation (SIDAS) and rumination (RRS), but no other outcomes.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataParticipants assigned to LGBTQ-affirmative ICBT showed significantly greater improvements in depression symptoms, anxiety symptoms, and alcohol use problems at 8-month follow-up, and in depression and anxiety symptoms at 4-month follow-up, compared to the assessment-only condition.
“For participants assigned to LGBTQ-affirmative ICBT, we found significantly greater improvements in mental health (i.e., depression symptoms, anxiety symptoms) and behavioral health (i.e., alcohol use problems) at 8-month follow-up (and at 4-month follow-up for depression symptoms and anxiety symptoms) compared to the assessment-only condition.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataConcealment motivation and acceptance concerns did not moderate Condition × Time interaction effects for HIV-transmission risk behavior at 4- or 8-month follow-up.
“Concealment motivation and acceptance concerns did not moderate Condition × Time interaction effects for HIV-transmission risk behavior at 4- or 8-month follow-up.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCondition × Time effects were observed for acceptance concerns and internalized stigma, indicating relative improvements for ICBT compared to assessment-only at 4 months for acceptance concerns (d = −0.36) and at 8 months for internalized homonegativity (d = −0.28).
“Condition × Time effects were observed for acceptance concerns and internalized stigma, indicating relative improvements in these minority stress mechanisms for participants in the LGBTQ-affirmative ICBT condition compared to the assessment-only condition at 4-month (acceptance concerns, d = −0.36) and 8-month follow-up (internalized homonegativity, d = −0.28, see Figure 2).”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationInternet coverage reaches 76.4% of citizens in China, and 99.8% have mobile phone access.
“Furthermore, with the rapid development of information technology, internet coverage now reaches 76.4% of citizens in China, and 99.8% have access via mobile phone (China Internet Network Information, 2023).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites China Internet Network Information, 2023
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationLGBTQ-affirmative CBT is typically delivered by therapists one-on-one or in small groups, which challenges widespread implementation.
“Although emerging evidence has shown LGBTQ-affirmative CBT to be a promising intervention for addressing the downstream consequences of minority stress on sexual minority individuals’ co-occurring psychosocial health problems, it has typically been delivered by therapists one-on-one or in small group settings, thereby challenging its widespread implementation (Pachankis, Harkness, Jackson, et al.,”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pachankis, Harkness, Jackson, et al., 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationA recent US randomized controlled trial with sexual minority young adults found small, non-significant effects for LGBTQ-affirmative ICBT compared with assessment-only control, but larger and statistically significant comparative effects for participants in US locales with high normative anti-LGBTQ bias.
“In further support of this possibility, although a recent randomized controlled trial with sexual minority young adults across the US found small, non-significant effects for LGBTQ-affirmative ICBT compared to an assessment-only control, LGBTQ-affirmative ICBT’s comparative effects were larger and statistically significant for participants living in US locales with high degrees of normative anti-L”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pachankis et al., 2023 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe trial protocol was pre-registered on ClinicalTrial.gov (NCT04718194).
“The trial protocol was pre-registered on ClinicalTrial.gov (NCT04718194).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationStructural stigma toward Chinese sexual minority men includes lack of legal protections for same-sex marriage, inclusive sex education, or recourse to discrimination.
“Structural stigma toward Chinese sexual minority men includes a lack of legal protections for same-sex marriage, inclusive sex education, or recourse to discrimination (Joint United Nations Development Programme, 2018; Miles-Johnson & Wang, 2018).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Joint United Nations Development Programme, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Miles-Johnson & Wang, 2018 source
May combine two claims.
PremisecitationImplementation of LGBTQ-affirmative CBT is hindered in high-stigma, low-access contexts like China by lack of LGBTQ-affirmative providers and mental health providers, geographically dispersed LGBTQ communities, and normative fears of accessing LGBTQ-specific spaces.
“Implementation is further hindered by high-stigma, low-access resource contexts such as those in China, which often lack LGBTQ-affirmative providers and mental health providers in general, have geographically dispersed LGBTQ communities, and instill normative fears of accessing LGBTQ-specific spaces (Pan et al., 2020; X. Xu et al., 2017).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Pan et al., 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites X. Xu et al., 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
InterpretationreasoningThis research lays the groundwork for testing LGBTQ-affirmative CBT, as adapted for Chinese sexual minority men, using an ICBT delivery platform suited to this context.
“This research lays the groundwork for LGBTQ-affirmative CBT, as adapted for Chinese sexual minority men, to be tested using the efficient ICBT delivery platform particularly suited to this context.”
Quote in the paperSubstantial claim- Rests on an assumption: LGBTQ-affirmative CBT has never been tested in high-stigma contexts like China using online delivery.
May combine two claims.
PremisecitationThe Chinese social environment is collectivistic and emphasizes conformity to social norms and traditional family values including heterosexual marriage and procreation.
“The social environment in China can be characterized as a collectivistic culture with an emphasis on conforming to social norms and traditional family values including heterosexual marriage and procreation (Sun, Budge, et al., 2020; Sun et al., 2021).”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationAn unstructured covariance matrix was used in the generalized linear mixed effect models.
“We used an unstructured covariance matrix (Fitzmaurice et al., 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fitzmaurice et al., 2011 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll analyses were conducted using R version 4.0.2.
“All analyses were conducted using R (version 4.0.2).”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductcitationThe five counselors were trained by the developer of LGBTQ-affirmative CBT and had delivered original LGBTQ-affirmative CBT in person with fidelity.
“all therapists were trained by the developer of LGBTQ-affirmative CBT and have delivered original LGBTQ-affirmative CBT in-person with fidelity (Pan et al., 2021), and practiced each module with each other before engaging with participants.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pan et al., 2021 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe SIDAS-Chinese had Cronbach's alphas of 0.79, 0.89, and 0.79 at baseline and 4- and 8-month follow-up.
“Cronbach’s alphas were 0.79, 0.89, and 0.79 at baseline and 4- and 8-month follow-up, respectively.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataA random number table generated with SPSS 26.0 was used to randomly assign participants 1:1 with block size two.
“A random number table was generated using SPSS 26.0 to randomly assign participants to intervention or control conditions using a 1:1 ratio with block size of two.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataAcceptance concerns showed the strongest comparative reductions among minority stress mechanisms between conditions, while internalized stigma showed delayed comparative reductions emerging at 8-month follow-up.
“this study found that acceptance concerns, also sometimes referred to as rejection sensitivity (Pachankis et al., 2008), showed the strongest comparative reductions of the minority stress mechanisms between conditions, whereas internalized stigma showed delayed comparative reductions between conditions, emerging at the 8-month follow-up.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pachankis et al., 2008 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe Decisional Balance for Condom Use Scale had Cronbach's alphas of 0.75, 0.79, and 0.78 at baseline and 4- and 8-month follow-up.
“Cronbach’s alphas were 0.75, 0,79, and 0.78 at baseline and 4- and 8-month follow-up, respectively.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe AUDIT had Cronbach's alphas of 0.89, 0.84, and 0.85 at baseline and 4- and 8-month follow-up.
“Cronbach’s alphas were 0.89, 0.84, and 0.85 at baseline and 4- and 8-month follow-up, respectively.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningNeither participants nor counselors were masked to condition assignment due to the nature of the treatment.
“Neither participants nor counselors were masked to condition assignment given the nature of the treatment.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductcitationEffect sizes for linear mixed models were calculated as the difference in mean pre-post change between the immediate intervention and assessment-only control conditions, divided by the pooled baseline standard deviation.
“Effect sizes (d) for linear mixed models were calculated as mean pre-post change in the immediate intervention condition minus the mean pre-post change in the assessment-only control condition, divided by the pooled baseline standard deviation (Morris, 2008).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Morris, 2008 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe Condom Self-Efficacy Scale-Traditional Chinese had Cronbach's alphas of 0.92, 0.94, and 0.90 at baseline and 4- and 8-month follow-up.
“Cronbach’s alphas for this measure were 0.92, 0.94, and 0.90 at baseline and 4- and 8-month follow-up, respectively.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe Chinese GAD-7 had Cronbach's alphas of 0.91, 0.93, and 0.91 at baseline and 4- and 8-month follow-up.
“Cronbach’s alphas were 0.91, 0.93, and 0.91 at baseline and 4- and 8-month follow-up, respectively.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningAll counseling was supervised weekly by a bicultural and bilingual psychologist to ensure fidelity throughout the trial.
“All counseling was supervised by a psychologist with a bicultural and bilingual background (Chinese and English) who provided weekly group supervision to ensure fidelity throughout the trial.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductnone givenThe control condition was a weekly assessment of mood, minority stress, and behavioral health, which was relatively active.
“a weekly assessment of mood and minority stress and behavioral health was selected as a relatively active control group.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationThe present effect sizes for depression, anxiety, and alcohol use problems were much larger than those in the most similar previous US trial of LGBTQ-affirmative ICBT, which found no significantly greater improvement for these outcomes compared to assessment-only.
“However, the present effect sizes were much larger than those found in the most similar previous study of LGBTQ-affirmative ICBT delivered in the US using the same delivery platform, research design, and control condition. In that study, LGBTQ-affirmative ICBT yielded no significantly greater improvement in depression or anxiety symptoms or alcohol use problems compared to the assessment-only”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pachankis et al., 2023 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataA data and safety monitoring board composed of US and Chinese researchers reviewed and monitored study data, participant safety, and adverse events.
“Study data, participants’ safety, and adverse events were reviewed and monitored by a data and safety monitoring board composed of researchers with relevant expertise in the US and China.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataNo participant tested positive for HIV, and one participant in the assessment-only condition tested positive for syphilis at all three timepoints.
“no participant tested positive for HIV and one participant in the assessment-only condition tested positive for syphilis at all three timepoints (consistent with the type of syphilis test used here, in which a positive result does not necessarily indicate a new infection).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationParental consent was not required for participants aged 16-17 in China, but no participant under 18 took part.
“parental consent is not required for participants ages 16–17 living in China; however, no participant under age 18 participated in this study.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites China Medical Products Administration, 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationown dataThis moderation finding contradicts previous US research on LGBTQ-affirmative CBT, in which participants with higher internalized stigma benefited more from the intervention for depression, anxiety, heavy alcohol use, and HIV-transmission-risk behavior.
“This finding contradicts previous research on LGBTQ-affirmative CBT delivered to sexual minority men in the US, in which participants with higher levels of internalized stigma benefited more from the intervention in terms of depression, anxiety, heavy alcohol use, and HIV-transmission-risk behavior (Millar et al., 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Millar et al., 2016 source
May combine two claims.
InterpretationcitationThese findings are among the first to suggest potential minority stress mechanisms within studies of LGBTQ-affirmative interventions and are consistent with at least one other intervention focused on internalized stigma.
“These findings are among the first to suggest potential minority stress mechanisms within studies of LGBTQ-affirmative interventions and are consistent with the results of at least one other intervention – a brief psychoeducational intervention focused squarely on internalized stigma – showing efficacy for improving that outcome (Lin & Israel, 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lin & Israel, 2012 source
May combine two claims.
InterpretationcitationThe significant impact of LGBTQ-affirmative ICBT on acceptance concerns suggests promise for addressing interpersonal forms of minority stress, perhaps particularly common in collectivistic cultural contexts where interpersonal relations and acceptance by others are important in self-construction.
“The fact that LGBTQ-affirmative ICBT exerted significant impact on acceptance concerns suggests its promise in addressing interpersonal forms of minority stress perhaps particularly common in collectivistic cultural contexts where interpersonal relations and acceptance by others are important in one’s construction of self (Sun et al., 2021; Xu et al., 2023).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Sun et al., 2021 source
- cites Xu et al., 2023
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe Chinese PHQ-9 had Cronbach's alphas of 0.86 at all three assessments.
“Cronbach’s alphas were 0.86, 0.86, and 0.86 at baseline and 4- and 8-month follow-up, respectively.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe study was approved by the Yale University Human Subjects Committee and the Institutional Review Board of the Behavioral and Nursing Research of Central South University, and all participants provided informed consent.
“The study was reviewed and approved by the Yale University Human Subjects Committee (2000029433) and the Institutional Review Board of the Behavioral and Nursing Research of Central South University (E2021128). All participants provided informed consent.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataThe analysis followed an intent-to-treat principle, with participants analyzed according to their assigned condition regardless of retention.
“we used an intent-to-treat analysis in which data were analyzed according to participants’ treatment assignment regardless of their retention.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataParticipants in the LGBTQ-affirmative ICBT condition completed an average of 6.63 sessions, and half completed all 10 sessions; two withdrew after completing no or one session.
“Participants in the LGBTQ-affirmative ICBT condition completed a mean of 6.63 (SD = 3.88) sessions and half (50.0%) completed all 10 sessions; two participants withdrew after completing no or one session, respectively.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductcitationThe trial took place during the COVID-19 pandemic in Hunan Province, China, with travel restrictions and lockdowns in place, which may have influenced intervention efficacy.
“this trial was conducted during the COVID-19 pandemic in Hunan Province, China, and travel restrictions and lockdowns (e.g., in residential quarters and schools) were in place (Xinhua, 2021), which led to known decrease of sexual activities and other behavioral risks (i.e., alcohol and substance use problems; Yang et al., 2022).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Xinhua, 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Yang et al., 2022 source
May combine two claims.
PremisecitationLGBTQ-affirmative CBT primarily targets minority stress as a transdiagnostic source of co-occurring psychosocial health risks and does not specifically focus on HIV-transmission-risk behaviors such as consistent condom use; it assumes these outcomes will improve through promoting minority stress coping.
“LGBTQ-affirmative CBT primarily addresses minority stress as a transdiagnostic source of sexual minority individuals’ co-occurring psychosocial health risks. In so doing, the treatment does not specifically focus on HIV-transmission-risk behaviors, such as consistent condom use, but rather assumes that these outcomes will be improved as a result of promoting minority stress coping (Pachankis, Hark”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pachankis, Harkness, Jackson, et al., 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Study design and conductown dataThe trial was powered to detect effect sizes of at least d = 0.40, but this power calculation assumed general linear models that the count outcome for HIV-transmission-risk behavior did not meet.
“this study was powered to detect effect sizes of at least d = 0.40, but under assumptions of general linear models not met by the HIV-transmission-risk behavior count outcome.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe trial was conducted during the COVID-19 pandemic in Hunan Province, China, when travel restrictions and lockdowns were in place, which led to a known decrease in sexual activities and other behavioral risks such as alcohol and substance use problems.
“this trial was conducted during the COVID-19 pandemic in Hunan Province, China, and travel restrictions and lockdowns (e.g., in residential quarters and schools) were in place (Xinhua, 2021), which led to known decrease of sexual activities and other behavioral risks (i.e., alcohol and substance use problems; Yang et al., 2022).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Xinhua, 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Yang et al., 2022 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe random number table was sealed in sequentially numbered opaque envelopes before baseline surveys.
“Prior to the baseline surveys, the random number table was sealed in sequentially numbered and opaque envelopes.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataLGBTQ-affirmative CBT can have a powerful impact on the mental and behavioral health of young Chinese sexual minority men and can be delivered and disseminated in similar high-stigma contexts with limited affirmative mental health resources.
“suggesting that LGBTQ-affirmative CBT can have a powerful impact on the mental and behavioral health of young Chinese sexual minority men, with capability for being delivered and disseminated in similar high-stigmatized contexts with limited affirmative mental health resources.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningBecause stigma can hinder access to identity-specific services, LGBTQ-affirmative ICBT might be particularly well-suited to addressing minority stress and related mental and behavioral health risks in high-stigma contexts such as China.
“Because stigma can hinder access to identity-specific services, LGBTQ-affirmative ICBT might be particularly well-suited to addressing minority stress and related mental and behavioral health risks in context such as China where stigma is high.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataTreatment engagement did not significantly moderate the primary outcome of HIV-transmission-risk behavior, nor depression and anxiety, which was inconsistent with a similar US study.
“Treatment engagement did not yield significant moderating effects in the primary outcome of HIV-transmission-risk behavior, nor in depression and anxiety, which was inconsistent with a similar study in the U.S. (Pachankis et al., 2023).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pachankis et al., 2023 source
May combine two claims.
Interpretationown dataThe culturally adapted Chinese version of LGBTQ-affirmative ICBT showed medium-to-large comparative effects on most mental and behavioral health outcomes assessed, and small-to-medium comparative effects on several minority and universal mechanisms.
“this study finds that Chinese culturally adapted LGBTQ-affirmative ICBT demonstrated medium-to-large comparative effects across most assessed mental and behavioral health outcomes, as well as small-to-medium comparative effects across several minority and universal mechanisms.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningIndividual-level interventions delivered to stigmatized populations might need to be adapted to address structural determinants underlying disproportionate mental and behavioral health burdens.
“Such findings suggest that individual-level interventions delivered to stigmatized populations might need to be adapted to address the structural determinants that might underlie much of the disproportionate mental and behavioral health burden among these populations (Hatzenbuehler & Pachankis, 2021).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hatzenbuehler & Pachankis, 2021 source
Classified as probably not a substantial claim. May combine two claims.
Interpretationown dataBecause neither suicidal ideation nor rumination was significant in the efficacy analyses, a higher intervention dosage might be necessary to change these perhaps ingrained cognitive-affective processes.
“Neither suicidal ideation nor rumination were significant in the efficacy analyses, suggesting that a higher intervention dosage might be necessary to effect change in these perhaps ingrained cognitive-affective processes.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataIncreased participant engagement was related to greater reductions in suicidal ideation at 4-month follow-up and greater reduction in rumination at 8-month follow-up.
“However, increased participant engagement was related to greater reductions in suicidal ideation at the 4-month follow-up and greater reduction in rumination at the 8-month follow-up.”
Quote in the paperSubstantial claim
The paper relies on this without support.
LGBTQ-affirmative CBT has never been tested in high-stigma contexts like China using online delivery.
“This treatment has never been tested in high-stigma contexts like China using online delivery.”
The paper relies on this without support.
The trial sample from Hunan Province is representative of Chinese young sexual minority men more broadly.
“LGBTQ-affirmative ICBT demonstrates preliminary efficacy for Chinese young sexual minority men.”
The paper relies on this without support.
This study is the first test of an intervention addressing minority stress to improve mental and behavioral health among sexual minority men in China.
“This study represents the first test of an intervention to address minority stress en route to improving sexual minority men’s mental and behavioral health in China.”
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.
GAD-7 item count conflicts with score range
MajorThe paper says the GAD-7 has eight items, but also says the sum score was computed on the instrument as described. The standard GAD-7 total score range is based on 7 items, so the stated item count is internally inconsistent with the named scale and its scoring range.
Reported 21 · recomputed 24
“The GAD-7 contains eight items rated using a 4-point Likert scale (0 = not at all, 3 = nearly everyday). We calculated the sum score, with higher scores indicating greater anxiety severity.”
Syphilis testing is described at two versus three timepoints
MinorThe methods say HIV and syphilis testing occurred only at baseline and 8 months, but the analysis describes a participant testing positive for syphilis at all three timepoints.
“HIV/syphilis testing occurred at baseline and 8-month follow-up.”
“one participant in the assessment-only condition tested positive for syphilis at all three timepoints”
Descriptions of the US trial's favorable context conflict
MinorThe US trial is described as effective in higher-stigma counties, but later as most effective in counties with the highest structural support. Those descriptions point in opposite directions for the contextual moderator.
“the treatment was only efficacious in higher-stigma US counties”
“the treatment was most effective in US counties with the highest degrees of structural support”
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Translation and Validation of a Condom Self-Efficacy Scale (CSES) Chinese Version
Zhao, Y., Wong, C. K. H., Miu, H. Y. H., et al. (2016) · AIDS Education and Prevention · doi:10.1521/aeap.2016.28.6.499 · Cited by 18 · see citing works
Rapaport, S. F., Peer, A. D., Viswasam, N., Hahn, E., Ryan, S., Turpin, G., Lyons, C. E., Baral, S., & Hansoti, B. (2022) · AIDS and Behavior · doi:10.1007/s10461-022-03751-0 · Cited by 16 · see citing works
Xu, G., Wang, X., Budge, S. L., & Sun, S. (2022) · Journal of Counseling Psychology · doi:10.1037/cou0000651 · Cited by 16 · see citing works
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Li, X., Yang, J., Yi, M., Qian, H.-Z., Chen, Y., & Zhou, Q. (2022) · Current HIV Research · doi:10.2174/1570162x20666220613120735 · Cited by 9 · see citing works
Self-citationEliminating conversion therapy and promoting LGBTQ-affirmative therapy in China
Li, G., Qin, S., Lu, H., et al. (2022) · The Lancet Psychiatry · doi:10.1016/s2215-0366(22)00120-1 · Cited by 7 · see citing works
Comparison of different strategies for controlling HIV/AIDS spreading in MSM
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Cultural Sexism Moderates Efficacy of Psychotherapy: Results from a Spatial Meta-AnalysisPreprint
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Recreational drug use among Chinese MSM: results from a national-wide cross-sectional study
Zhao, P., Tang, S., Wang, C., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(16)31996-1 · Cited by 6 · see citing works
Flagged first, then by citations
11 of the 122 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
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Cited by
Sorted by citations
State of the Science: LGBTQ-Affirmative Psychotherapy
Burger, J., & Pachankis, J. E. (2024) · Behavior Therapy · doi:10.1016/j.beth.2024.02.011 · Cited by 78 · see citing works
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Self-citationPachankis, J. E., & Clark, K. A. (2024) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-081423-022014 · Cited by 12 · see citing works
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Self-citationMo, P. K. H., Xie, L., Lee, T. C., & Li, A. Y. C. (2024) · JMIR Public Health and Surveillance · doi:10.2196/59519 · Cited by 5 · see citing works
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A systematic review and meta-analysis of interventions addressing sexual and gender minority stress
Franco‐Rocha, O. Y., Trainum, K., Triana-Orrego, J. C., Ghazal, L. V., Tunis, R., Beretvas, S. N., Magnuson, A. M., Mohile, S. G., Bono, M. H., Henneghan, A. M., et al. (2026) · Clinical Psychology Review · doi:10.1016/j.cpr.2026.102779 · Cited by 1 · see citing works
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Affirmative Cognitive Behavioral Therapy
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Working With Specific Populations and Clinical Modalities
Austin, D. A., Yang, D. W., & Craig, D. S. L. (2026) · doi:10.1093/9780197778654.003.0004
Troubleshooting Common Clinical Challenges
Craig, S. L. (2026) · doi:10.1093/9780197778654.003.0005
Muroff, J. R. (2026) · doi:10.1093/9780197778654.002.0005
Core Affirmative CBT Content and Clinical Strategies
Pascoe, R. V., Hui, D. J., & Craig, S. L. (2026) · doi:10.1093/9780197778654.003.0003
Craig, D. S. L. (2026) · doi:10.1093/9780197778654.002.0007
Craig, D. S. L. (2026) · doi:10.1093/9780197778654.003.0002
Digital Solutions for LGBTQIA+ Youth Social Support: A systematic reviewPreprint
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Self-citation
- Authors
- Yi, M., Li, X., Chiaramonte, D., Sun, S., Pan, S., Soulliard, Z., Eisenstadt, B. E., Ljótsson, B., Hagaman, A., & Pachankis, J.
- Affiliations
- Central South University (CN)
- Yale University (US)
- Brown University (US)
- Miami University (US)
- Karolinska Institutet (SE)
- Corresponding author
- Li, Xianhong
- Pachankis, John
- ORCID
- Venue
- Behaviour Research and Therapy
- Publisher
- Elsevier BV
- Published
- 2024-10
- Volume
- 181
- Pages
- 104605
- ISSN
- 0005-7967 (ISSN-L)
- PMC
- PMC11371497
- OpenAlex
- W4400621320
- Cited by
- 31
- References
- 122
- Citations by year
- 2026: 21 · 2025: 4 · 2024: 6
- FWCI
- 14.66
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (am, 290 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Behaviour Research and Therapy (acceptedVersion)
- PubMed (publishedVersion)
- PubMed Central (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- Funders
- Fundamental Research Funds for Central Universities of the Central South University
- US Government National Institutes of Health
- National Natural Science Foundation of China
- Topics
- Social Sciences › Psychology › Social Psychology › LGBTQ Health, Identity, and Policy
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Medicine › Infectious Diseases › HIV/AIDS Research and Interventions
- Keywords
- online therapy, sexual minority men, minority stress, HIV transmission risk behavior, condomless anal sex, self-stigma, depression, anxiety, alcohol consumption, emotion regulation, emotional dysregulation, condom use self-efficacy, treatment completion, China
- MeSH terms
- Sexual and Gender Minorities, Internet-Based Intervention, Adolescent, Adult, China, Depression, Humans, Male, Risk-Taking, HIV Infections, Cognitive Behavioral Therapy, Internet, Young Adult, Social Stigma
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read under definition version 3 (extract-v3) on 2026-09-28.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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