Thwarted Belonging and Perceived Burdensomeness During Middle and Older Adulthood: The Role of Generativity
Open accessAbstract
Using a sample of middle-aged and older adults, this research explores associations between generativity and two key risk factors for suicide: thwarted belonging (T.B.) and perceived burdensomeness (P.B.). These variables are typically studied as predictors of suicide; the current study is unique in examining their psychosocial correlates. Erikson described, generativity as a psychosocial construct that characterizes adult well-being in mid-life, conceptualized as the sense one has successfully guided and contributed to the younger generation through mentoring. Using the Midlife in the United States Survey (MIDUS), the current analyses indicate that generativity is associated with lower levels of P.B. and T.B., even after accounting for measures of hopelessness, depressive symptoms, financial stability, perceived neighborhood quality, chronic health conditions, and respondent's demographic characteristics including gender and age. Results are discussed in terms of applications for suicide-risk prevention, and with regard to the promotion of positive psychosocial development across the lifespan.
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Claims the paper makes
4 of 23 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured
- Premisecitation
According to the IPTS, risk for suicide is highest among individuals when both perceived burdensomeness and thwarted belongingness are perceived.
“Risk for suicide, according to the IPTS, is highest among individuals when both P.B and T.B. are perceived.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Van Orden et al., 2010 source
In “Hypothesis 2: Suicidal Desire” (page unavailable), the paper says suicidal desire is most severe when thwarted belongingness and perceived burdensomeness occur together, though its hypothesis also requires hopelessness about those states. “Hypothesis Four: Lethal (and near lethal) Suicide Attempts” (page unavailable) says the highest risk of serious suicidal behavior also depends on capability for suicide. The claim therefore captures the theory’s account of suicidal desire but omits conditions needed for its broader statement about suicide risk. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Findingown data
Generativity had a significant negative bivariate association with thwarted belonging (r = -0.28 males; r = -0.14 females).
“Additionally, our main predictor of interest, generativity, also had significant associations with P.B (r = -0.28males; r = -0.14females) and T.B. (r = -0.28males; r = -0.14).”
Quote in the paperSubstantial claim- Rests on an assumption: The MIDUS-Refresher biomarker subsample is representative of middle-aged and older adults in the United States.
- Findingown data
Male participants reported a greater sense of thwarted belonging than female participants.
“Although male and female participants did not differ on P.B, they did differ on T.B., t (455) = 2.63, p < .01,with male participants reporting a greater sense of T.B. as compared to female participants.”
Quote in the paperNot a substantial claim- Rests on an assumption: The MIDUS-Refresher biomarker subsample is representative of middle-aged and older adults in the United States.
- Findingown data
Generativity had a significant negative bivariate association with perceived burdensomeness (r = -0.28 males; r = -0.14 females).
“Additionally, our main predictor of interest, generativity, also had significant associations with P.B (r = -0.28males; r = -0.14females) and T.B. (r = -0.28males; r = -0.14).”
Quote in the paperSubstantial claim- Rests on an assumption: The MIDUS-Refresher biomarker subsample is representative of middle-aged and older adults in the United States.
- Findingown data
Generativity is associated with lower perceived burdensomeness after accounting for hopelessness, depressive symptoms, financial stability, perceived neighborhood quality, chronic health conditions, and demographic characteristics including gender and age.
“Using the Midlife in the United States Survey (MIDUS), the current analyses indicate that generativity is associated with lower levels of P.B. and T.B., even after accounting for measures of hopelessness, depressive symptoms, financial stability, perceived neighborhood quality, chronic health conditions, and respondent's demographic characteristics including gender and age.”
- Also stated in: § Model 1: Perceived Burdensomeness · hedged
“Generativity had a statistically significant, negative regression coefficient (β = -0.10),indicating that participants with higher levels of generativity were less likely to report P.B.”
Quote in the paperSubstantial claim- Rests on an assumption: The MIDUS-Refresher biomarker subsample is representative of middle-aged and older adults in the United States.
- Also stated in: § Model 1: Perceived Burdensomeness · hedged
- Findingown data
Generativity is associated with lower thwarted belonging after accounting for hopelessness, depressive symptoms, financial stability, perceived neighborhood quality, chronic health conditions, and demographic characteristics including gender and age.
“Using the Midlife in the United States Survey (MIDUS), the current analyses indicate that generativity is associated with lower levels of P.B. and T.B., even after accounting for measures of hopelessness, depressive symptoms, financial stability, perceived neighborhood quality, chronic health conditions, and respondent's demographic characteristics including gender and age.”
- Also stated in: § Model 2: Thwarted Belonging · hedged
“Generativity had a statistically significant negative regression coefficient (β = -0.11),indicating that participants with high scores on generativity were more likely to have low scores on T.B.”
Quote in the paperSubstantial claim- Rests on an assumption: The MIDUS-Refresher biomarker subsample is representative of middle-aged and older adults in the United States.
- Also stated in: § Model 2: Thwarted Belonging · hedged
- Findingown data
Generativity explained an additional 1% to 1.1% of the variance in thwarted belonging (ΔR2 = 0.01, p = .005).
“indicating that the addition of generativity increased the variance explained by between 1% and 1.1% (ΔR 2 = 0.01 = 0.01, p = .005).”
Quote in the paperSubstantial claim - Findingown data
Female participants reported higher generativity than male participants.
“Additionally, there was a statistically significant difference in generativity, t (454) = -3.31,p < .001,with female participants more likely to report generativity compared with male participants.”
Quote in the paperNot a substantial claim- Rests on an assumption: The MIDUS-Refresher biomarker subsample is representative of middle-aged and older adults in the United States.
- Findingown data
Generativity explained an additional 0.8% to 0.9% of the variance in perceived burdensomeness (ΔR2 = 0.01, p = .004).
“This indicates that generativity helped explain an additional 0.8% to 0.9% of the variance in P.B (ΔR 2 = 0.01, p = .004).”
Quote in the paperSubstantial claim - Findingown data
Step 1 independent variables explained between 48.5% and 49.5% of the variance in perceived burdensomeness.
“Step 1 independent variables explained between 48.5% and 49.5% of the variance in P.B.”
Quote in the paperNot a substantial claim - Findingown data
Gender was not statistically significant in any of the three multivariate models.
“In all three of our multivariate models, neither the gender nor age was statistically significant.”
- Also stated in: § Discussion · plain
“in our multivariate models, gender failed to have a significant independent effect on P.B. or T.B., taking into account generativity and other individual or environmental factors.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · plain
- Findingown data
Hopelessness is positively associated with thwarted belongingness.
“For example, we find a significant and positive association between hopelessness with both T.B. and P.B., as well as with the interaction of these two ITPS model constructs.”
- Also stated in: § Discussion · plain
“Thus, greater hopelessness is associated with greater feelings of not belonging or being a burden.”
Quote in the paperNot a substantial claim - Also stated in: § Discussion · plain
- Findingown data
Age was not statistically significant in any of the three multivariate models.
“In all three of our multivariate models, neither the gender nor age was statistically significant.”
- Also stated in: § Discussion · plain
“We also note that age had no significant effect on T.B. or P.B. or the interaction of the two.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · plain
- Findingown data
Hopelessness is positively associated with the interaction of thwarted belongingness and perceived burdensomeness.
“For example, we find a significant and positive association between hopelessness with both T.B. and P.B., as well as with the interaction of these two ITPS model constructs.”
Quote in the paperSubstantial claim - Findingown data
Women are significantly more likely to report greater generativity than their male peers.
“The bivariate results also show women are significantly more likely to report greater generativity as compared to their male peers.”
Quote in the paperNot a substantial claim - Findingown data
After entering generativity, the model explained between 49.3% and 50.4% of the variance in perceived burdensomeness.
“After entering generativity at step 2, the model as a whole explained between 49.3% and 50.4% of the variance in P.B.”
Quote in the paperSubstantial claim - Findingown data
Higher levels of generativity are associated with lower perceived burdensomeness.
“First, our results show support for H1 with our finding that higher levels of generativity are associated with lower P.B.”
- Also stated in: § Conclusion · plain
“We find support for our hypotheses that feeling isolated or that one is a burden are decreased when generativity—the feeling that one is contributing to the care of others and to society—is high.”
Quote in the paperSubstantial claim - Also stated in: § Conclusion · plain
- Findingown data
After the introduction of generativity, the model explained between 38.7% and 40.0% of the variance in thwarted belonging.
“After the introduction of generativity at step 2, the model explained between 38.7% and 40.0% of the variance in T.B.”
Quote in the paperSubstantial claim - Findingown data
Family support was a significant negative contributor to the model predicting the interaction of perceived burdensomeness and thwarted belongingness (β = -0.14).
“Additionally, depressive symptoms (β = 0.18), hopelessness (β = 0.28), family support (β = -0.14),and friend support (β = -0.23)were all significant contributors to the model.”
Quote in the paperNot a substantial claim - Findingown data
Hopelessness is positively associated with perceived burdensomeness.
“For example, we find a significant and positive association between hopelessness with both T.B. and P.B., as well as with the interaction of these two ITPS model constructs.”
- Also stated in: § Discussion · plain
“Thus, greater hopelessness is associated with greater feelings of not belonging or being a burden.”
Quote in the paperNot a substantial claim - Also stated in: § Discussion · plain
- Findingown data
Generativity has a statistically significant negative association with the interaction of perceived burdensomeness and thwarted belongingness (β = -0.08) after controlling for covariates.
“Generativity, as expected given results from Model 1 and Model 2, had a statistically significant association with the interaction of P.B and T.B. and had a negative regression coefficient (β = -0.08)”
- Also stated in: § Discussion · boosted
“Additionally, participants with high generativity had lower interaction scores, providing stronger support for H3.”
- Also stated in: § Conclusion · plain
“We also find support for the association of generativity and the interaction of these two risks factors for suicide.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · boosted
- Findingown data
Step 1 explained between 37.7% and 38.9% of the variance in thwarted belonging.
“Step 1 explained between 37.7% and 38.9% of the variance in T.B.”
Quote in the paperNot a substantial claim - Findingown data
Depressive symptoms were a significant positive contributor to the model predicting the interaction of perceived burdensomeness and thwarted belongingness (β = 0.18).
“Additionally, depressive symptoms (β = 0.18), hopelessness (β = 0.28), family support (β = -0.14),and friend support (β = -0.23)were all significant contributors to the model.”
Quote in the paperNot a substantial claim - Findingown data
There is no gender difference in perceived burdensomeness.
“Focusing on the bivariate results on gender differences in our two main outcome variables, we find no gender difference in P.B, but did find male respondents reported a greater sense of T.B. than that of female respondents (supporting H4).”
Quote in the paperNot a substantial claim - Findingown data
In the hierarchical regression predicting the interaction of perceived burdensomeness and thwarted belongingness, step 1 covariates explained between 35.5% and 36.8% of the variance.
“Step 1 explained between 35.5% and 36.8% of the variance in the interaction of P.B and T.B.”
Quote in the paperNot a substantial claim - Findingown data
Generativity has an independent effect on thwarted belongingness and perceived burdensomeness after taking into account additional individual and environmental factors.
“It is important to note that generativity does have an independent effect on T.B. and P.B. even after taking into account additional individual and environmental factors including age, gender, depressive symptoms, hopelessness, finances, family and friend support, chronic medical conditions, and neighborhood quality.”
Quote in the paperSubstantial claim - Findingown data
Adding generativity at step 2 increased the variance explained in the interaction of perceived burdensomeness and thwarted belongingness by 0.4% to 0.5% (ΔR2 = .01, p = .05).
“The introduction of generativity into the model at step 2 increased the percent of variance explained to a range of 35.9% to 37.3% (an increase of between 0.4% and 0.5%, ΔR 2 = .01= .01,p = .05).”
Quote in the paperSubstantial claim - Findingown data
Friend support was a significant negative contributor to the model predicting the interaction of perceived burdensomeness and thwarted belongingness (β = -0.23).
“Additionally, depressive symptoms (β = 0.18), hopelessness (β = 0.28), family support (β = -0.14),and friend support (β = -0.23)were all significant contributors to the model.”
Quote in the paperNot a substantial claim - Findingown data
Male respondents reported a greater sense of thwarted belongingness than female respondents.
“Focusing on the bivariate results on gender differences in our two main outcome variables, we find no gender difference in P.B, but did find male respondents reported a greater sense of T.B. than that of female respondents (supporting H4).”
Quote in the paperNot a substantial claim - Findingown data
Hopelessness was a significant positive contributor to the model predicting the interaction of perceived burdensomeness and thwarted belongingness (β = 0.28).
“Additionally, depressive symptoms (β = 0.18), hopelessness (β = 0.28), family support (β = -0.14),and friend support (β = -0.23)were all significant contributors to the model.”
Quote in the paperNot a substantial claim - Findingown data
Higher generativity is associated with lower thwarted belongingness.
“Second, we also find a significant negative association of high generativity with respondents' sense of T.B (providing support for H2).”
- Also stated in: § Discussion · plain
“Thus, perceived isolationthe sense that one doesn't belong to a community or has no one to turn to-is lower when generativity is higher.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · plain
- Study design and conductown data
The perceived burdensomeness index had good internal consistency (Cronbach's α = 0.77).
“although newly developed for the current study, this index as currently comprised has excellent face validity and good internal consistency (Cronbach's α = 0.77).”
Quote in the paperNot a substantial claim - Study design and conductown data
The thwarted belonging index had high internal consistency (Cronbach's α = 0.83).
“although the scale was developed for the current study, this index has a high degree of internal consistency (Cronbach's α = 0.83) and excellent face validity.”
Quote in the paperNot a substantial claim - Study design and conductown data
The depressive symptoms measure had good internal consistency (Cronbach's α = 0.78).
“The measure had good internal consistency (Cronbach's α = 0.78).”
Quote in the paperNot a substantial claim - Premisenone given
With the exception of one recent dissertation study, no published manuscript has examined generativity in the context of suicide or self-harm.
“With the exception of one recent dissertation study (which found support for the link between generativity and suicidal cognition among military veterans; Hernandez, 2022), we could not identify a single published manuscript examining generativity in the context of suicide or self-harm.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hernandez, 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Generativity is associated with psychological well-being in middle and older adulthood.
“Empirical work motivated by Erikson's theory has confirmed that generativity is associated with psychological well-being in middle and older adulthood (e.g., An & Cooney, 2006)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites An & Cooney, 2006 source
- Interpretationcitation
Thoughts and feelings that may lead to suicide among elders and middle-aged individuals are increasingly reported among younger populations as compared with the past.
“Thus, thoughts and feelings that may lead to suicide among elders and middle-aged individuals are increasingly reported among younger populations as compared with the past.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Higher generativity may decrease the sense of burden among those who are being cared for by their family or others.
“In addition, higher generativity may decrease the sense of burden among those who are being cared for by their family or others.”
- Also stated in: § Discussion · hedged
“we suggest that high generativity may mitigate perceptions of burdensomeness.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · hedged
- Study design and conductown data
The use of cross-sectional data limits the findings to identifying associations between generativity and thwarted belongingness and perceived burdensomeness, as opposed to causal links.
“First, the use of cross-sectional data limits our findings to identifying associations between generativity with T.B. and P.B., as opposed to causal links.”
Quote in the paperSubstantial claim - Study design and conductown data
The current sample size limited the ability to effectively consider racial/ethnic differences.
“Second, unfortunately, the current sample size limited our ability to effectively consider racial/ethnic differences, which are certainly important, especially in light of racial differences present in the literature on generativity (Hart et al., 2001;Newton & Baltys, 2014).”
Quote in the paperNot a substantial claim - Interpretationown data
A sense of feeling needed is associated with feelings of being a significant member of a family, community, or larger society.
“Overall, the results of our analyses provide support for the notion that a sense of feeling needed-whether as a caregiver, sharer of information and wisdom, or mentor to colleagues-is associated with feelings of being a significant member of a family, community, or larger society.”
Quote in the paperSubstantial claim - Interpretationown data
The lack of significance of age may suggest that community connection and perceptions of burdensomeness are occurring more and more at younger ages.
“However, we suggest that this lack of significance of age may suggest that community connection and perceptions of burdensomeness are occurring more and more at younger ages.”
Quote in the paperNot a substantial claim - Study design and conductown data
Many variables of interest were structured in such a way as to make longitudinal analysis impossible.
“Though some variables can be tracked longitudinally with the MIDUS data, many of our variables of interest were structured in such a way as to make longitudinal analysis impossible (e.g., items not measured again in later waves).”
Quote in the paperSubstantial claim - Premisecitation
Loneliness is highest among those ages 18 to 24, according to government and healthcare corporation reports.
“Both government and healthcare corporation reports find that loneliness is the highest among those ages 18 to 24.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Cigna Corp, 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Office of the Surgeon General, 2023
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Women are more likely to be family caregivers than men.
“Last, it is well established that women are more likely to be family caregivers than men (Dwyer & Goward, 1992;Slaughter, 2015)”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Dwyer & Goward, 1992
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Slaughter, 2015
- Classified as probably not a substantial claim. 21
- May combine two claims. 10
Classified as probably not a substantial claim.
PremisecitationPerceived burdensomeness and thwarted belonging are posited by the Interpersonal-Psychological Theory of Suicide to be instrumental in the development of the desire to die by suicide.
“These two risk factors are posited by the Interpersonal-Psychological Theory of Suicide (IPTS) to be instrumental in the development of the desire to die by suicide (Joiner, 2005;Van Orden et al., 2010).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Joiner, 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Van Orden et al., 2010 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGrossman & Gruenewald (2017) found that those caring for loved ones were more likely to report a higher sense of generativity.
“They found that those who were caring for loved ones were more likely to report a higher sense of generativity.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Grossman & Gruenewald, 2017 source
Classified as probably not a substantial claim.
PremisecitationLoneliness and lack of social connectedness are associated with suicidal thoughts and behavior, according to the IPTS model.
“This is in line with the IPTS model, which posits that loneliness and lack of social connectedness are associated with suicidal thoughts and behavior (Van Orden et al., 2010).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Van Orden et al., 2010 source
May combine two claims.
Findingown dataDepressive symptoms, hopelessness, family support, and friend support were significantly associated with thwarted belonging in the final model.
“In addition to generativity, depressive symptoms (β = 0.18), hopelessness (β = 0.29), family support (β = -0.15),and friend support (β = -0.21)were all significantly associated with T.B.”
Quote in the paperNot a substantial claim- Rests on an assumption: The MIDUS-Refresher biomarker subsample is representative of middle-aged and older adults in the United States.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe family support measure had good internal consistency (Cronbach's α = 0.73).
“Family support had good internal consistency (Cronbach's α = 0.73) and friend support had very good internal consistency (Cronbach's α = 0.86).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationThe combination of perceived burdensomeness and thwarted belonging results in the desire to die by suicide.
“The combination of P.B. and T.B. results in the desire to die by suicide.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe hopelessness measure had very good internal consistency (Cronbach's α = 0.82).
“The scale had very good internal consistency (Cronbach's α = 0.82).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe perceived neighborhood quality measure had suitable internal consistency (Cronbach's α = 0.72).
“Perceptions of neighborhood quality were constructed using 5 items from past research (Keyes, 1998) and 4-items developed by the MIDUS researchers and had suitable internal consistency (Cronbach's α = 0.72).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Keyes, 1998 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe friend support measure had very good internal consistency (Cronbach's α = 0.86).
“Family support had good internal consistency (Cronbach's α = 0.73) and friend support had very good internal consistency (Cronbach's α = 0.86).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe generativity measure had high internal consistency (Cronbach's α = 0.82).
“Generativity was constructed using a 6-item short form of the Loyola Generativity Scale (McAdams & de St. Aubin, 1992) and had a high degree of internal consistency (Cronbach's α = 0.82).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites McAdams & de St. Aubin, 1992 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe financial stability measure had very high internal consistency (Cronbach's α = 0.82).
“The measure for financial stability was collected using 7 items developed by the MIDUS researchers and which had very high internal consistency (Cronbach's α = 0.82).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenVery little research has explored the possible connection between generativity and suicide.
“Despite the central role that generativity can have for understanding adult wellbeing during the middle-aged adult years and beyond, very little research has explored the possible connection between generativity and suicide.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPreliminary state-level data from the Covid-19 Pandemic points to emerging racial differences, with white suicides decreasing and non-white suicides increasing.
“Moreover, preliminary state-level data from the Covid-19 Pandemic points to alarming emerging racial differences, with white suicides decreasing and non-white suicides increasing (Bray et al., 2020;Mitchell & Li, 2021).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Bray et al., 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Mitchell & Li, 2021 source
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningWomen may report higher generativity due to their multiple roles across family and work.
“In sum, women may report higher generativity due to their multiple roles across family and work.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationPoor physical health has been found to affect suicide ideation and may increase isolation, leading to greater thwarted belonging and perceived burdensomeness.
“In addition to mental health characteristics, poor physical health has also been found to affect suicide ideation, (for a review see Hunt et al., 2009) and may increase isolation, leading to an increases feeling of not belonging (T.B.) as well as greater sense of being a burden (P.B.).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hunt et al., 2009 source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationIn the updated IPTS model, perceived burdensomeness and thwarted belonging are enough for more passive suicidal thoughts, but hopelessness increases suicidal desire toward action.
“In this updated model, P.B. and T.B. are enough for more passive suicidal thoughts, but the presence of hopelessness increases the suicidal desire toward action.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMoieni et al. (2021) found that women with positive expectations for their mental health as they aged reported lower loneliness and greater perceived social support after a generativity condition.
“In this work, women who had positive expectations for their mental health as they aged reported lower loneliness and greater perceived social support after a generativity condition (i.e., writing about life experiences and sharing advice).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Moieni et al., 2021 source
May combine two claims.
Study design and conductown dataThe MIDUS dataset does not include scales for perceived burdensomeness and thwarted belongingness, nor did the study have data to assess suicidal thoughts and behaviors directly.
“Finally, the MIDUS dataset does not include scales for P.B. and T.B. nor did we have data to assess suicidal thoughts and behaviors directly.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMiller et al. (2013) found that low levels of generativity were a significant predictor of depressed mood among immigrants from the former Soviet Union.
“Low levels of generativity were a significant predictor of depressed mood.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Miller et al., 2013 source
Classified as probably not a substantial claim.
PremisecitationDonker et al. (2014) found that a one-point increase on the perceived burdensomeness scale increased odds of suicide ideation five-fold in males and two-fold in females.
“Donker and colleagues (2014), using a seven-point scale for P.B., found that males were five times more likely to report suicide ideation with a onepoint increase on the scale for P.B., while females likelihood only increased two-fold.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Donker et al., 2014
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). May combine two claims.
PremisecitationDeath by suicide is more common among men than women, although women attempt at a greater rate.
“For example, death by suicide is more common among men than women, although women attempt at a greater rate (Drapeau & McIntosh, 2023).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Drapeau & McIntosh, 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), S4 (based).
InterpretationreasoningWomen's dual family caregiver and paid work roles may protect women from feelings of isolation or being a burden.
“Although considerable negative effects are the focus of much research on the second shift (especially salient during the Covid-19 pandemic), we note that women's dual family caregiver and paid work roles may actually protect women from feelings of isolation or being a burden.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationAccording to Joiner (2011), men in mid-life and old age allow their relationships to atrophy, leading to greater experience of thwarted belongingness and ultimately greater suicide risk.
“Furthermore, according to Joiner (2011), men in mid-life and old age allow their relationships to atrophy, leading to greater experience of T.B. and ultimately greater suicide risk.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Joiner (2011)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationDonker et al. (2014) found that a one-point increase on the thwarted belonging scale increased odds of suicide ideation by 67% in females but was not significant for males.
“In contrast, a one-point increase on the T.B. scale increased the odds of suicide ideation by 67% in females, but was no significant for males in the sample.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Donker et al., 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationown dataGenerativity may be associated with lower suicide ideation and acts by providing a protective effect against perceived burdensomeness and thwarted belongingness.
“Thus, our results suggest that generativity-by providing a protective effect against P.B and T.B.-may be associated with lower suicide ideation and acts.”
- Also stated in: § Conclusion · hedged
“However, the present findings highlight the potential for generativity to be a protective factor against two highly discussed suicide risk factors: P.B. and T.B.”
Quote in the paperSubstantial claim- Also stated in: § Conclusion · hedged
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPeterson (2002) found that women with higher sense of generativity reported less burden caring for their aging parents.
“In addition, Peterson (2002) found that women with higher sense of generativity reported less burden caring for their aging parents.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Peterson, 2002 source
The paper relies on this without support.
The MIDUS-Refresher biomarker subsample is representative of middle-aged and older adults in the United States.
“These complex issues are examined in the current study in a sample representing middle/older-age-adults in the United States (MIDUS) biomarker subsample.”
The paper relies on this without support.
There is a gap in the literature regarding the association of generativity with perceived burdensomeness and thwarted belongingness in middle and older adulthood.
“Our research sought to fill a gap in the literature by examining the association of generativity with two characteristics of social cognition that previous researchers found was linked to suicide-P.B. and T.B..”
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Consistentt(455) = 2.63reported p < .01 · recomputed p = .009
“t (455) = 2.63, p < .01”
- Consistentt(454) = -3.31reported p < .001 · recomputed p = .001
“t (454) = -3.31,p < .001”
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.
Generativity is called significant in Model 3, but its confidence interval includes zero
MajorThe reported 95% confidence interval for generativity in Model 3 runs from −0.223 to 0.067. It includes zero, contradicting the claim that this coefficient is statistically significant at the stated threshold.
“Generativity, as expected given results from Model 1 and Model 2, had a statistically significant association with the interaction of P.B and T.B. and had a negative regression coefficient (β = -0.08)”
“Generativity -0.103 (0.033) -0.168, -0.038 -0.111 (0.039) -0.188, -0.034 -0.078 (0.074) -0.223, 0.067”
Reported age intervals conflict with the claim that age was nonsignificant
MajorThe table's 95% confidence intervals for age exclude zero in all three models, whereas the results say age was not statistically significant in any of them.
“In all three of our multivariate models, neither the gender nor age was statistically significant.”
“Age -0.030 (0.002) -0.034, -0.026 0.022 (0.002) 0.018, 0.026 0.030 (0.004) 0.022, 0.038”
Model 3 depression interval conflicts with its reported significance
MajorDepressive symptoms are described as a significant contributor to Model 3, but the table gives a 95% confidence interval of −0.044 to 0.396, which includes zero.
“Additionally, depressive symptoms (β = 0.18), hopelessness (β = 0.28), family support (β = -0.14),and friend support (β = -0.23)were all significant contributors to the model.”
“0.176 (0.112) -0.044, 0.396”
Model 3 family-support interval conflicts with its reported significance
MinorFamily support is described as a significant contributor to Model 3, but its reported 95% confidence interval is −0.317 to 0.045 and therefore includes zero.
“Additionally, depressive symptoms (β = 0.18), hopelessness (β = 0.28), family support (β = -0.14),and friend support (β = -0.23)were all significant contributors to the model.”
“Family support -0.015 (0.041) -0.096, 0.066 -0.153 (0.049) -0.249, -0.057 -0.136 (0.092) -0.317, 0.045”
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Cited by
Sorted by citations
Zhang, C., Tong, H., Liu, Y., Wen, C., Xu, K., & Wang, M. (2025) · BMC Geriatrics · doi:10.1186/s12877-025-06743-6 · Cited by 2 · see citing works
“Compared to younger individuals, older adults are more likely to experience negative life events such as retirement, bereavement, living alone, and chronic illnesses [3, 4].”
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“We observed that burdensomeness can disrupt expected emotional gains, echoing recent work by Gager et al. (20), who demonstrated that burdensomeness in older adults was linked to reduced generativity and increased emotional vulnerability.”
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The moderating role of age on perceived burdensomeness among U.S. adults with disabilities
Napoli, D., Keenoy, J. E., Gager, C. T., & Gunn, J. F. (2026) · Aging & Mental Health · doi:10.1080/13607863.2026.2664079
Self-citation
- Authors
- Gager, C. T., Gunn, J. F., Goldstein, S. E., & Martinez, S. M.
- Affiliations
- Montclair State University (US)
- Gwynedd Mercy University (US)
- University of Delaware (US)
- Corresponding author
- Gager, Constance T.
- Venue
- The International Journal of Aging and Human Development
- Publisher
- SAGE Publications
- Published
- 2024-01-30
- Volume
- 99
- Issue
- 1
- Pages
- 25-46
- ISSN
- 0091-4150 (ISSN-L)
- 1541-3535
- OpenAlex
- W4391394391
- Cited by
- 4
- References
- 50
- Citations by year
- 2026: 2 · 2025: 2
- FWCI
- 1.87
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- The International Journal of Aging and Human Development (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Suicide and Self-Harm Studies
- Social Sciences › Health › Health disparities and outcomes
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Keywords
- generativity, perceived burdensomeness, suicide risk, midlife, older adults, hopelessness, depressive symptoms, suicide prevention
- MeSH terms
- Aged, Aging, Depression, Female, Humans, Male, Middle Aged, Risk Factors, Suicide
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 by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
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Statistics and arithmetic are recomputed, not judged.
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