Cited by 247Digital Mental Health InterventionsPsychological Well-being and Life SatisfactionMindfulness and Compassion Interventions

Disseminating Self-Help: Positive Psychology Exercises in an Online Trial

Open access
Schueller, Stephen M, Parks, Acacia C·2012·Journal of Medical Internet Research

Abstract

BACKGROUND: The recent growth of positive psychology has led to a proliferation in exercises to increase positive thoughts, behaviors, and emotions. Preliminary evidence suggests that these exercises hold promise as an approach for reducing depressive symptoms. These exercises are typically researched in isolation as single exercises. The current study examined the acceptability of several multi-exercise packages using online dissemination. OBJECTIVE: The purpose of this study was to investigate methods of dissemination that could increase the acceptability and effectiveness of positive psychology exercises. To achieve this goal, we compared the use of positive psychology exercises when delivered in packages of 2, 4, or 6 exercises. METHODS: Self-help-seeking participants enrolled in this study by visiting an online research portal. Consenting participants were randomly assigned to receive 2, 4, or 6 positive psychology exercises (or assessments only) over a 6-week period. These exercises drew from the content of group positive psychotherapy. Participants visited an automated website that distributed exercise instructions, provided email reminders, and contained the baseline and follow-up assessments. Following each exercise, participants rated their enjoyment of the exercise, answered how often they had used each technique, and completed outcome measures. RESULTS: In total, 1364 individuals consented to participate. Attrition rates across the 2-, 4-, and 6-exercise conditions were similar at 55.5% (181/326), 55.8% (203/364), and 52.7% (168/319) respectively but were significantly greater than the attrition rate of 42.5% (151/355) for the control condition (χ(2)(3) = 16.40, P < .001). Participants in the 6-exercise condition were significant more likely than participants in the 4-exercise condition to use both the third (F(1,312) = 5.61, P = .02) and fourth (F(1,313 )= 6.03, P = .02) exercises. For 5 of the 6 exercises, enjoyment was related to continued use of the exercise at 6-week follow-up (r's = .12 to .39). All conditions produced significant reductions in depressive symptoms (F(1,656) = 94.71, P < .001); however, a significant condition by time interaction (F(3,656) = 4.77, P = .003) indicated that this reduction was larger in the groups that received 2 or 4 exercises compared with the 6-exercise or control condition. CONCLUSION: Increasing the number of exercises presented to participants increased the use of the techniques and did not increase dropout. Participants may be more likely to use these skills when presented with a variety of options. Increasing the number of exercises delivered to participants produced a curvilinear relationship with those in the 2- and 4-exercise conditions reporting larger decreases in depressive symptoms than participants in the 6-exercise or control conditions. Although research generally offers a single exercise to test isolate effects, this study supports that studying variability in dissemination can produce important findings.

AI snapshot

Written from the paper’s full text.

TL;DR

This online randomized trial compared dissemination of 2, 4, or 6 positive psychology exercises versus assessment-only control over 6 weeks. More exercises increased use without increasing dropout, but depressive symptom reductions were larger in the 2- and 4-exercise conditions than in the 6-exercise or control conditions.

Key findings

  • Of 1364 consenting participants, attrition was similar across active conditions—55.5% (181/326) for 2 exercises, 55.8% (203/364) for 4 exercises, and 52.7% (168/319) for 6 exercises—but significantly greater than the 42.5% (151/355) control attrition (χ²₃=16.40, P<.001).
  • Participants in the 6-exercise condition were significantly more likely than those in the 4-exercise condition to use the third (F₁,₃₁₂=5.61, P=.02) and fourth (F₁,₃₁₃=6.03, P=.02) exercises; mean usage days were 6.1 (SD 3.56), 7.94 (SD 4.77), and 12.1 (SD 7.36) for the 2-, 4-, and 6-exercise conditions.
  • For 5 of the 6 exercises, enjoyment was related to continued use at 6-week follow-up (r’s=.12 to .39, P’s<.05).
  • All conditions produced significant reductions in depressive symptoms (F₁,₆₅₆=94.71, P<.001), but a significant condition-by-time interaction (F₃,₆₅₆=4.77, P=.003) indicated larger reductions in the 2- and 4-exercise conditions than in the 6-exercise or control conditions; estimated marginal CES-D means were 12.31, 11.95, 15.89, and 14.53 for the 2-, 4-, 6-exercise, and control groups.

Methods

  • Self-help–seeking participants enrolled through an online research portal associated with the University of Pennsylvania’s Positive Psychology Center and Seligman’s *Authentic Happiness*; 1364 consented and were randomly assigned to receive 2, 4, or 6 positive psychology exercises or assessments only over 6 weeks.
  • Exercises were drawn from group positive psychotherapy and delivered in a fixed order: three good things, strengths, gratitude visit, savoring, active-constructive responding, and life summary; participants completed baseline and weekly assessments, including the 20-item CES-D.
  • Analyses included chi-square tests comparing attrition across conditions, repeated measures ANCOVA on completers controlling for baseline depressive symptoms, and regressions testing whether days of exercise use mediated changes in depressive symptoms.

Limitations

  • Stated: the sample was overwhelmingly female, highly affluent, and well educated, and was not representative of the world population; recruitment through a positive psychology book website and the University of Pennsylvania Positive Psychology Center may have contributed to this.
  • Stated: because content was delivered through an automated system, the authors could not be sure participants actually read and understood the instructions; exercises were also delivered one per week over subsequent weeks, whereas real-world users may receive several activities at once and use them at will.
  • Evident from the text: high attrition and the use of completer-only efficacy analyses may bias results, and adherence was based on self-report rather than objective tracking.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.2196/jmir.1850

Cites

35 of 35 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 31 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    All conditions produced significant reductions in depressive symptoms (F 1,656 = 94.71, P < .001).

    “All conditions produced significant reductions in depressive symptoms (F 1,656 = 94.71, P < .001); however, a significant condition by time interaction (F 3,656 = 4.77, P = .003) indicated that this reduction was larger in the groups that received 2 or 4 exercises compared with the 6-exercise or control condition.”
    Quote in the paperSubstantial claim
  • Findingown data

    There was a significant condition by time interaction (F 3,656 = 4.77, P = .003) indicating that the reduction in depressive symptoms was larger in the groups that received 2 or 4 exercises compared with the 6-exercise or control condition.

    “All conditions produced significant reductions in depressive symptoms (F 1,656 = 94.71, P < .001); however, a significant condition by time interaction (F 3,656 = 4.77, P = .003) indicated that this reduction was larger in the groups that received 2 or 4 exercises compared with the 6-exercise or control condition.”
    Quote in the paperSubstantial claim
  • Findingown data

    For 5 of the 6 exercises, enjoyment was related to continued use of the exercise at 6-week follow-up (r's = .12 to .39).

    “For 5 of the 6 exercises, enjoyment was related to continued use of the exercise at 6-week follow-up (r’s = .12 to .39).”
    Quote in the paperNot a substantial claim
  • Findingown data

    Estimated marginal means in the CES-D were 12.31, 11.95, 15.89, and 14.53 for the 2-, 4-, and 6-exercise groups and control condition, respectively.

    “Estimated marginal means in the CES-D were 12.31, 11.95, 15.89, and 14.53 for the 2-, 4-, and 6-exercise groups and control condition, respectively.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The completers (participants who completed the pretest and posttest measures) are representative of the randomized sample, so that analyses of completers yield unbiased estimates of intervention effects.
  • Findingown data

    At baseline, average CES-D scores were consistent with mild-to-moderate levels of depressive symptoms (mean 16.93, SD 12.64).

    “At baseline, the average scores on the CES-D were consistent with mild-to-moderate levels of depressive symptoms (mean 16.93, SD 12.64).”
    Quote in the paperNot a substantial claim
  • May combine two claims. 27
  • Classified as probably not a substantial claim. 15
  • May combine two claims.

    Findingown data

    Attrition rates across the 2-, 4-, and 6-exercise conditions were similar at 55.5% (181/326), 55.8% (203/364), and 52.7% (168/319) respectively, but were significantly greater than the control condition's attrition rate of 42.5% (151/355) (χ2 3 = 16.40, P < .001).

    “Attrition rates across the 2-, 4-, and 6-exercise conditions were similar at 55.5% (181/326), 55.8% (203/364), and 52.7% (168/319) respectively but were significantly greater than the attrition rate of 42.5% (151/355) for the control condition (χ2 3 = 16.40, P < .001).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Participants in the 6-exercise condition were significantly more likely than participants in the 4-exercise condition to use both the third and fourth exercises.

    “Participants in the 6-exercise condition were significant more likely than participants in the 4-exercise condition to use both the third (F 1,312 = 5.61, P = .02) and fourth (F 1,313 = 6.03, P = .02) exercises.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The sample was highly educated: 77.2% (1053/1364) reported having received a bachelor's degree or higher.

    “This was a highly educated sample with 77.2% (1053/1364) of participants reporting they had received a bachelor’s degree or higher.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Neither linear nor curvilinear relationship between number of days exercises were practiced and changes in depressive symptoms was significant, suggesting that number of days of engagement did not relate to changes in depressive symptoms.

    “Neither term was significant, suggesting that the number of days of engagement did not relate to changes in depressive symptoms.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The completers (participants who completed the pretest and posttest measures) are representative of the randomized sample, so that analyses of completers yield unbiased estimates of intervention effects.
  • May combine two claims.

    Findingown data

    Individuals in the 6-exercise condition were significantly more likely than participants in the 4-exercise condition to use both the third (F 1,312 = 5.61, P = .02) and fourth (F 1,313 = 6.03, P = .02) exercises.

    “Individuals in the 6-exercise condition were significant more likely than participants in the 4-exercise condition to use both the third (F 1,312 = 5.61, P = .02) and fourth (F 1,313 = 6.03, P = .02) exercises.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Mean usage days were 6.1 (SD 3.56) for the 2-exercise condition, 7.94 (SD 4.77) for the 4-exercise condition, and 12.1 (SD 7.36) for the 6-exercise condition.

    “For the 2-exercise condition, mean usage was 6.1 days (SD 3.56); for the 4-exercise condition, mean usage was 7.94 days (SD 4.77); and for the 6-exercise condition, mean usage was 12.1 days (SD 7.36).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Post-hoc Tukey HSD tests showed that at the end of the intervention period, participants in both the 2-exercise and 4-exercise conditions reported significantly fewer depressive symptoms than those in the 6-exercise condition and numerically (but not significantly) lower than participants in the control condition.

    “These analyses showed that at the end of the intervention period, participants in both the 2-exercise condition and the 4-exercise condition reported significantly fewer depressive symptoms than those in the 6-exercise condition and numerically (but not significantly) lower than participants in the control condition.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The completers (participants who completed the pretest and posttest measures) are representative of the randomized sample, so that analyses of completers yield unbiased estimates of intervention effects.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The sample was predominantly women (1038/1364, 76.1%) and middle aged with a mean age of 42.38 years (SD 12.08).

    “Participants were predominantly women (1038/1364, 76.1%) and middle aged with a mean age of 42.38 years (SD 12.08).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    At the end of the 6-week assessment period, attrition rates across the active treatment conditions were similar (55.5% for 2 exercises, 55.8% for 4 exercises, and 52.7% for 6 exercises), but all were significantly greater than the 42.5% attrition rate for the control condition (χ2 3 = 16.40, P < .001).

    “At the end of the 6-week assessment period, attrition rates across the active treatment conditions were similar, that is, 55.5% (181/326) for 2 exercises, 55.8% (203/364) for 4 exercises, and 52.7% (168/319) for 6 exercises, but all were significantly greater than the 42.5% (151/355) attrition rate for the control condition (χ2 3 = 16.40, P < .001).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The largest proportion of participants lived in the United States (743/1364, 54.5%), while 621/1364 (45.5%) were from other countries.

    “The largest proportion of participants lived in the United States (743/1364, 54.5%), although many participants were from other countries (621/1364, 45.5%).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Income was generally high: 24.7% (337/1364) reported earning over US $99,000, and only 11.7% (160/1364) reported earning under US $20,000.

    “Income was generally high as 24.7% (337/1364) reported earning over US $99,000, and only 11.7% (160/1364) reported earning under US $20,000.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Compared with students assigned to an assessment-only control group, students assigned to group PPT experienced significantly greater symptom reduction and improvements in life satisfaction, and these improvements remained at the 1-year follow-up.

    “Compared with students assigned to an assessment-only control group, students assigned to group PPT experienced significantly greater symptom reduction and improvements in life satisfaction, and these improvements remained at the 1-year follow-up [24].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [24] source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Increasing the number of exercises presented to participants increased the use of the techniques and did not increase dropout.

    “Increasing the number of exercises presented to participants increased the use of the techniques and did not increase dropout.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The attrition rates in the exercise conditions being similar to each other, despite being higher than the control condition, can be interpreted as increasing the number of exercises did not increase dropout.
  • May combine two claims.

    Premisecitation

    A recent meta-analysis demonstrated that compared with control conditions, positive interventions lead to reliable and moderate boosts in well-being and improvements in depressive symptoms.

    “A recent meta-analysis demonstrated that compared with control conditions, positive interventions lead to reliable and moderate boosts in well-being and improvements in depressive symptoms [23].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [23] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The effect of increased psychological well-being as a protective factor from future major depression remained even when controlling for baseline levels of depressive symptoms, suggesting that positive mental health is different from merely the absence of psychological distress.

    “Indeed, this effect remained even when controlling for baseline levels of depressive symptoms, suggesting that positive mental health is different from merely the absence of psychological distress [16].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [16] Keyes, CL, 2002, J Health Soc Behav source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The gratitude visit produced the largest initial gains in happiness; however, at three months, these participants were no happier than they had been at baseline.

    “The gratitude visit produced the largest initial gains in happiness; however, at three months, these participants were no happier than they had been at baseline.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [20] source

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    Increasing well-being might not only increase positive factors but also reduce negative states and psychopathology.

    “Thus, increasing well-being might not only increase positive factors but also reduce negative states and psychopathology.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Participants who practiced using their signature strengths each day showed increased happiness and decreased depressive symptoms compared with participants in a placebo control group that wrote about early memories.

    “Participants who practiced using their signature strengths each day showed increase happiness and decreased depressive symptoms compared with participants in a placebo control group that wrote about early memories.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [20] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The gratitude journaling or the three good things exercise did not display benefits for participants until one month after the intervention, but these participants maintained these gains at 3- and 6-month follow-ups.

    “The gratitude journaling or the three good things exercise did not display benefits for participants until one month after the intervention, but these participants maintained these gains at 3- and 6-month follow-ups.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [20] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Gratitude promotes both the formation and the upkeep of friendships.

    “Gratitude, for example, promotes both the formation and the upkeep of friendships [10].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10] source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Although research generally offers a single exercise to test isolate effects, this study supports that studying variability in dissemination can produce important findings.

    “Although research generally offers a single exercise to test isolate effects, this study supports that studying variability in dissemination can produce important findings.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    College students who noted good things reported increased levels of positive affect, increased levels of exercise, better sleep quality, and fewer physical symptoms compared with a control condition where participants wrote about daily hassles.

    “College students who noted good things reported increased levels of positive affect, increased levels of exercise, better sleep quality, and fewer physical symptoms compared with a control condition where participants wrote about daily hassles.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [18] Emmons, RA, 2003, J Pers Soc Psychol source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The three good things exercise was integrated into Facebook through an application that provided users with tools to complete the gratitude journaling online and share with friends in their network.

    “The three good things exercise was even integrated into Facebook through an application that provided users with tools to complete the gratitude journaling online and share with friends in their network [29].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [29] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    People who tended to reflect on the positive moments of their life reported increased ability to savor life and had higher levels of positive emotions.

    “People who tended to reflect on the positive moments of their life reported increased ability to savor life and had higher levels of positive emotions [22].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [22] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The vast literature on choice suggests that although multiple options are beneficial, the relationship between choice and human happiness is curvilinear with too many options actually leading to various psychological and economic factors (time trade-offs, remorse, rumination, etc) that decrease psychological well-being.

    “Indeed, the vast literature on choice suggests that although multiple options are beneficial, the relationship between choice and human happiness is curvilinear with too many options actually leading to various psychological and economic factors (time trade-offs, remorse, rumination, etc) that decrease psychological well-being [37].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [37] Schwartz, B, 2002, J Pers Soc Psychol source

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    Disseminating these programs is limited by the need to train personnel and the ability of the programs to reach others.

    “Disseminating these programs, however, is limited by the need to train personnel and the ability of the programs to reach others.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    The results suggest a curvilinear relationship such that some exercises are better than none but that 6 exercises was associated with fewer gains.

    “This suggests a curvilinear relationship such that some exercises are better than none but that 6 exercises was associated with fewer gains.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The completers (participants who completed the pretest and posttest measures) are representative of the randomized sample, so that analyses of completers yield unbiased estimates of intervention effects.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Reminiscence interventions lead to a variety of emotional benefits, especially among elderly individuals.

    “Reminiscence interventions lead to a variety of emotional benefits, especially among elderly individuals.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [22] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    The Internet allows dissemination of these techniques throughout the world, anywhere participants have Web access, rather than having to rely on trained professionals to provide access to these techniques.

    “The Internet allows dissemination of these techniques throughout the world, anywhere participants have Web access, rather than having to rely on trained professionals to provide access to these techniques.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Past research in positive psychology interventions has found that variety is an important moderator of intervention gains and that several techniques are more effective than a single technique.

    “Past research in positive psychology interventions has found that variety is an important moderator of intervention gains and that several techniques are more effective than a single technique [23,36].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [23] source

      Not checked in the free run.

    • cites [36] Tkach, CT, 2006, Dissertation Abstracts International: Section B: The Sciences and Engineering

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    Positive psychology techniques lend themselves to Internet research, as these techniques might be less stigmatizing than other interventions that deal with difficulties and deficits.

    “Positive psychology techniques also lend themselves to Internet research, as these techniques might be less stigmatizing than other interventions that deal with difficulties and deficits.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    Participants were randomly assigned to one of four groups.

    “After completing the baseline questionnaires that assessed demographics as well as mood and depressive symptoms, participants were randomly assigned to one of the four groups.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Other programs that have combined content from individual exercises into longer and more involved intervention packages have been delivered in a variety of settings including schools and to military personnel.

    “Other programs that have combined content from individual exercises into longer and more involved intervention packages have been delivered in a variety of settings including schools and have also been delivered to military personnel [25,26].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [25] source

      Not checked in the free run.

    • cites [26] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The CES-D is a 20-item self-report scale designed to measure the current level of depressive symptoms.

    “During the baseline assessment and at each weekly follow-up, participants also completed the Center for Epidemiological Studies-Depression scale (CES-D), a 20-item self-report scale designed to measure the current level of depressive symptoms [33].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [33] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Study design and conductnone given

    Instructions were delivered over subsequent weeks, and participants were asked to use one activity per week, whereas in the real world participants are more likely to receive several potential activities at once and use them at will.

    “Furthermore, instructions were delivered over subsequent weeks, and participants were asked to use one activity per week although in the real world, participants are more likely to receive several potential activities at once and use them at will.”
    Quote in the paperNot a substantial claim
35 of 35
  • The paper relies on this without support.

    The positive psychology exercises used in group PPT can be effectively translated to an online self-help format.

    “The design of the investigation that we report in this paper translated the individual exercises used in group PPT for online dissemination.”
  • The paper relies on this without support.

    Self-help-seeking participants who enroll via an online research portal are an appropriate population for testing the acceptability and effectiveness of positive psychology exercises.

    “Self-help–seeking participants enrolled in this study by visiting an online research portal.”
  • The paper relies on this without support.

    The meta-analysis finding that packages with multiple positive psychology strategies have higher effect sizes applies to online self-help positive psychology exercises.

    “consistent with the findings of the meta-analysis of positive interventions, we predicted that participants receiving more exercises would experience greater benefits.”
  • The paper relies on this without support.

    The attrition rates in the exercise conditions being similar to each other, despite being higher than the control condition, can be interpreted as increasing the number of exercises did not increase dropout.

    “Attrition rates across the 2-, 4-, and 6-exercise conditions were similar at 55.5% (181/326), 55.8% (203/364), and 52.7% (168/319) respectively but were significantly greater than the attrition rate of 42.5% (151/355) for the control condition (χ2 3 = 16.40, P < .001).”
  • The paper relies on this without support.

    The package of positive psychology exercises used in the study had been previously validated.

    “The main aim of this study was to translate a previously validated package of positive psychology exercises for online dissemination.”
  • The paper relies on this without support.

    The completers (participants who completed the pretest and posttest measures) are representative of the randomized sample, so that analyses of completers yield unbiased estimates of intervention effects.

    “Given the high rates of attrition in Internet-based studies, we conducted analyses of the completers, that is, participants who completed the pretest and posttest measures.”
6 of 6

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

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.

  • Discussion claims significant benefits over control that the results deny

    Major

    The Discussion says the 2- and 4-exercise groups had significant reductions compared with the control group, but the Results state that their depressive-symptom scores were only numerically, not significantly, lower than control.

1 of 1

Cites

Flagged first, then by citations

2 of the 37 references couldn’t be matched to a known paper.

Research works printed but not linked: 3

  1. Seligman, ME, 2002, Authentic Happiness: Using the New Positive Psychology to Realize Your Potential for Lasting Fulfillment
  2. Parks, AC, 2012, Emotion, in press
  3. Tkach, CT, 2006, Dissertation Abstracts International: Section B: The Sciences and Engineering

Cited by

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Authors
Schueller, S. M., & Parks, A. C.
Affiliations
  • University of Pennsylvania (US)
  • Hiram College (US)
Corresponding author
Schueller, Stephen M
Venue
Journal of Medical Internet Research
Published
2012-06-25
Volume
14
Issue
3
Pages
e63
ISSN
1438-8871 (ISSN-L)
OpenAlex
W2084068173
Cited by
246
References
37
Citations by year
2026: 4 · 2025: 9 · 2024: 8 · 2023: 3 · 2022: 6 · 2021: 48 · 2020: 17 · 2019: 15 · 2018: 47 · 2017: 19 · 2016: 19 · 2015: 14 · 2014: 20 · 2013: 15 · 2012: 2
FWCI
23.47
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • Journal of Medical Internet Research (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • University of Pennsylvania
  • University of California, San Francisco
Topics
  • Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
  • Social Sciences › Psychology › Social Psychology › Psychological Well-being and Life Satisfaction
  • Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
Keywords
self-help, digital dissemination, depressive symptoms, attrition, exercise enjoyment, digital mental health interventions, dissemination of evidence-based interventions, email reminders, exercise duration, exercise frequency
MeSH terms
Online Systems, Psychology, Self Care

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 2026-10-09.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.

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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