A Simulation Study of Mediated Effect Measures.
- Authors
- Mackinnon, David P; Warsi, Ghulam; Dwyer, James H
- Year
- 1995
- Journal
- Multivariate behavioral research
- PMID
- 20157641
- DOI
- 10.1207/s15327906mbr3001_3
- PMCID
- PMC2821114
Analytical solutions for point and variance estimators of the mediated effect, the ratio of the mediated to the direct effect, and the proportion of the total effect that is mediated were studied with statistical simulations. We compared several approximate solutions based on the multivariate delta method and second order Taylor series expansions to the empirical standard deviation of each estimator and theoretical standard error when available. The simulations consisted of 500 replications of three normally distributed variables for eight sample sizes (N = 10, 25, 50, 100, 500, 1000, and 5000) and 64 parameter value combinations. The different solutions for the standard error of the indirect effect were very similar for sample sizes of at least 50, except when the independent variable was dichotomized. A sample size of at least 500 was needed for accurate point and variance estimates of the proportion mediated. The point and variance estimates of the ratio of the mediated to nonmediated effect did not stabilize until the sample size was 2,000 for the all continuous variable case. Implications for the estimation of mediated effects in experimental and nonexperimental studies are discussed.
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| Association between maternal education and blood pressure: mediation evidence through height components in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). | RodrΓguez LΓ³pez S et al. | β | 2017 | β |
| Associations of Early- and Later-Childhood Poverty With Child Cognitive Function in Indonesia: Effect Decomposition in the Presence of Exposure-Induced Mediator-Outcome Confounding. | Maika A et al. | β | 2017 | β |
| Best (but oft-forgotten) practices: mediation analysis. | Fairchild AJ et al. | β | 2017 | β |
| Bioavailable insulin-like growth factor-I as mediator of racial disparity in obesity-relevant breast and colorectal cancer risk among postmenopausal women. | Jung SY et al. | β | 2017 | β |
| Comparing models of change to estimate the mediated effect in the pretest-posttest control group design. | Valente MJ et al. | β | 2017 | β |
| Comparison of methods for the analysis of relatively simple mediation models. | Rijnhart JJM et al. | β | 2017 | β |
| Confounding in statistical mediation analysis: What it is and how to address it. | Valente MJ et al. | β | 2017 | β |
| Corporate Social Responsibility and Employee Outcomes: A Moderated Mediation Model of Organizational Identification and Moral Identity. | Wang W et al. | β | 2017 | β |
| Cortical surface-based threshold-free cluster enhancement and cortexwise mediation. | Lett TA et al. | β | 2017 | β |
| Differential effects of the classroom on African American and non-African American's mathematics achievement. | Schenke K et al. | β | 2017 | β |
| Effect of genetic variants and traits related to glucose metabolism and their interaction with obesity on breast and colorectal cancer risk among postmenopausal women. | Jung SY et al. | β | 2017 | β |
| Estimation and Inference for the Mediation Proportion. | Nevo D et al. | β | 2017 | β |
| Expectancy and Achievement Gaps in Educational Attainment and Subsequent Adverse Health Effects Among Adolescents With and Without Chronic Medical Conditions. | Wisk LE et al. | β | 2017 | β |
| Exploratory Mediation Analysis via Regularization. | Serang S et al. | β | 2017 | β |
| Exploring racial disparity in obesity: A mediation analysis considering geo-coded environmental factors. | Yu Q et al. | β | 2017 | β |
| Impacts of the Mitochondrial Genome on the Relationship of Long-Term Ambient Fine Particle Exposure with Blood DNA Methylation Age. | Nwanaji-Enwerem JC et al. | β | 2017 | β |
| Interaction of insulin-like growth factor-I and insulin resistance-related genetic variants with lifestyle factors on postmenopausal breast cancer risk. | Jung SY et al. | β | 2017 | β |
| Invisible Scars: Comparing the Mental Health of LGB and Heterosexual Intimate Partner Violence Survivors. | Miller B et al. | β | 2017 | β |
| Mediation and modification of genetic susceptibility to obesity by eating behaviors. | de Lauzon-Guillain B et al. | β | 2017 | β |
| Mediators and Moderators of Improvements in Medication Adherence. | Hofer R et al. | β | 2017 | β |
| Mentoring Top Leadership Promotes Organizational Innovativeness through Psychological Safety and Is Moderated by Cognitive Adaptability. | Moore JH et al. | β | 2017 | β |
| Misclassified exposure in epigenetic mediation analyses. Does DNA methylation mediate effects of smoking on birthweight? | Valeri L et al. | β | 2017 | β |
| Modeling Longitudinal Relationships Between Habit and Physical Activity: Two Cross-Lagged Panel Design Studies in Older Adults. | van Bree RJH et al. | β | 2017 | β |
| Psychosocial stressors and alcohol use, severity, and treatment receipt across human immunodeficiency virus (HIV) status in a nationally representative sample of US residents. | Williams EC et al. | β | 2017 | β |
| Regional Gray Matter Volumes as Related to Psychomotor Slowing in Adults with Type 1 Diabetes. | Nunley KA et al. | β | 2017 | β |
| Seat belt repositioning and use of vehicle seat cushions is increased among older drivers aged 75 years and older with morbidities. | Brown J et al. | β | 2017 | β |
| Social pathways to health: On the mediating role of the social network in the relation between socio-economic position and health. | Aartsen M et al. | β | 2017 | β |
| So what really is user experience? An experimental study of user needs and emotional responses as underlying constructs. | Jung T et al. | β | 2017 | β |
| Testing for the indirect effect under the null for genome-wide mediation analyses. | Barfield R et al. | β | 2017 | β |
| The Conundrum of Modern Art : Prestige-Driven Coevolutionary Aesthetics Trumps Evolutionary Aesthetics among Art Experts. | Verpooten J et al. | β | 2017 | β |
| The Relationship Between Sexual Minority Stigma and Sexual Health Risk Behaviors Among HIV-Positive Older Gay and Bisexual Men. | Emlet CA et al. | β | 2017 | β |
| Traditional Masculinity During the Middle School Transition: Associations with Depressive Symptoms and Academic Engagement. | Rogers AA et al. | β | 2017 | β |
| Weight suppression predicts bulimic symptoms at 20-year follow-up: The mediating role of drive for thinness. | Bodell LP et al. | β | 2017 | β |
| A Note on Testing Mediated Effects in Structural Equation Models: Reconciling Past and Current Research on the Performance of the Test of Joint Significance. | Valente MJ et al. | β | 2016 | β |
| Cognitive Vulnerabilities for Depression and Anxiety in Childhood: Specificity of Anxiety Sensitivity and Rumination. | Brown HM et al. | β | 2016 | β |
| Development of role-differentiated bimanual manipulation in infancy: Part 3. Its relation to the development of bimanual object acquisition and bimanual non-differentiated manipulation. | Babik I et al. | β | 2016 | β |
| Dispositional Mindfulness Predicts Enhanced Smoking Cessation and Smoking Lapse Recovery. | Heppner WL et al. | β | 2016 | β |
| Does self-efficacy mediate the effect of oral health literacy on self-rated oral health in an Indigenous population? | Jones K et al. | β | 2016 | β |
| Effect of aphasia on acute stroke outcomes. | Boehme AK et al. | β | 2016 | β |
| Estimating causal contrasts involving intermediate variables in the presence of selection bias. | Valeri L et al. | β | 2016 | β |
| Genetic causal beliefs about obesity, self-efficacy for weight control, and obesity-related behaviours in a middle-aged female cohort. | Knerr S et al. | β | 2016 | β |
| Link Between Positive Clinician-Conveyed Expectations of Treatment Effect and Pain Reduction in Knee Osteoarthritis, Mediated by Patient Self-Efficacy. | Hsiao-Wei Lo G et al. | β | 2016 | β |
| Malaria illness mediated by anaemia lessens cognitive development in younger Ugandan children. | Boivin MJ et al. | β | 2016 | β |
| Mediating pathways in the socio-economic gradient of child development: Evidence from children 6-42 months in Bogota. | Rubio-Codina M et al. | β | 2016 | β |
| Mediation Analysis: A Practitioner's Guide. | VanderWeele TJ | β | 2016 | β |
| Mediation Analysis with Survival Outcomes: Accelerated Failure Time vs. Proportional Hazards Models. | Gelfand LA et al. | β | 2016 | β |
| Night club patrons who feel safe will return: Evidence to encourage management to address club violence. | Johnson MB et al. | β | 2016 | β |
| Pathways to romantic relational aggression through adolescent peer aggression and heavy episodic drinking. | Woodin EM et al. | β | 2016 | β |
| Power and sample size calculations for evaluating mediation effects in longitudinal studies. | Wang C et al. | β | 2016 | β |
| Systemic Inflammatory Response Syndrome and Outcomes in Intracerebral Hemorrhage. | Boehme AK et al. | β | 2016 | β |
| The Psychological Benefits of Being Authentic on Facebook. | Grieve R et al. | β | 2016 | β |
| The simultaneous effects of pharmaceutical policies from payers' and patients' perspectives: Italy as a case study. | Armeni P et al. | β | 2016 | β |
| A default Bayesian hypothesis test for mediation. | Nuijten MB et al. | β | 2015 | β |
| Association of Insulin Resistance With Cerebral Glucose Uptake in Late Middle-Aged Adults at Risk for Alzheimer Disease. | Willette AA et al. | β | 2015 | β |
| Body Mass Index Mediates the Effects of Low Income on Preschool Children's Executive Control, with Implications for Behavior and Academics. | Tandon P et al. | β | 2015 | β |
| Constructing Confidence Intervals for Effect Size Measures of an Indirect Effect. | Lee S et al. | β | 2015 | β |
| Direct and indirect effects of neighborhood characteristics on the perpetration of dating violence across adolescence. | Chang LY et al. | β | 2015 | β |
| Does Neighborhood Disorder Predict Recovery From Mobility Limitation? Findings From the Health and Retirement Study. | Latham K et al. | β | 2015 | β |
| Drinking Among Native American and White Youths: The Role of Perceived Neighborhood and School Environment. | Friese B et al. | β | 2015 | β |
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| Exogenous estrogen as mediator of racial differences in bioactive insulin-like growth factor-I levels among postmenopausal women. | Jung SY et al. | β | 2015 | β |
| Extraversion and the Rewarding Effects of Alcohol in a Social Context. | Fairbairn CE et al. | β | 2015 | β |
| Impact of increasing physical activity on cognitive functioning in breast cancer survivors: Rationale and study design of Memory & Motion. | Hartman SJ et al. | β | 2015 | β |
| Impact of Psychopathy on Moral Judgments about Causing Fear and Physical Harm. | Cardinale EM et al. | β | 2015 | β |
| Is cognitive adaptation training (CAT) compensatory, restorative, or both? | Fredrick MM et al. | β | 2015 | β |
| Is religiosity associated with cancer screening? Results from a national survey. | Leyva B et al. | β | 2015 | β |
| Mediation analysis with intermediate confounding: structural equation modeling viewed through the causal inference lens. | De Stavola BL et al. | β | 2015 | β |
| Mediators of the Age Effect in the Carotid Revascularization Endarterectomy Versus Stenting Trial (CREST). | Voeks JH et al. | β | 2015 | β |
| Modeling Sources of Teaching Self-Efficacy for Science, Technology, Engineering, and Mathematics Graduate Teaching Assistants. | DeChenne SE et al. | β | 2015 | β |
| Multiple-group analysis approach to testing group difference in indirect effects. | Ryu E | β | 2015 | β |
| Party Characteristics, Drinking Settings, and College Students' Risk of Intoxication: A Multi-Campus Study. | Marzell M et al. | β | 2015 | β |
| Relationships between default-mode network connectivity, medial temporal lobe structure, and age-related memory deficits. | Ward AM et al. | β | 2015 | β |
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| Social processes explaining the benefits of Al-Anon participation. | Timko C et al. | β | 2015 | β |
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| Worry and Rumination in Generalized Anxiety Disorder and Obsessive Compulsive Disorder. | Dar KA et al. | β | 2015 | β |
| Adolescent nonsuicidal self-injury: examining the role of child abuse, comorbidity, and disinhibition. | Auerbach RP et al. | β | 2014 | β |
| A longitudinal multilevel CFA-MTMM model for interchangeable and structurally different methods. | Koch T et al. | β | 2014 | β |
| Causal beliefs of the public and social acceptance of persons with mental illness: a comparative analysis of schizophrenia, depression and alcohol dependence. | Schomerus G et al. | β | 2014 | β |
| Declines in coronary heart disease incidence and mortality among middle-aged adults with and without diabetes. | Carson AP et al. | β | 2014 | β |
| Egg consumption and insulin metabolism in the Insulin Resistance Atherosclerosis Study (IRAS). | Lee CT et al. | β | 2014 | β |
| Impaired prefrontal sleep spindle regulation of hippocampal-dependent learning in older adults. | Mander BA et al. | β | 2014 | β |
| Majority children's evaluation of acculturation preferences of immigrant and emigrant peers. | Verkuyten M et al. | β | 2014 | β |
| Mediating role of stress reactivity in the effects of prenatal tobacco exposure on childhood mental health outcomes. | Park A et al. | β | 2014 | β |
| Physical and mental health of transgender older adults: an at-risk and underserved population. | Fredriksen-Goldsen KI et al. | β | 2014 | β |
| Quantile Mediation Models: A Comparison of Methods for Assessing Mediation Across the Outcome Distribution. | Shen E et al. | β | 2014 | β |
| Randomized controlled trial of expressive writing for patients with renal cell carcinoma. | Milbury K et al. | β | 2014 | β |
| Robust mediation analysis based on median regression. | Yuan Y et al. | β | 2014 | β |
| Social problem solving among depressed adolescents is enhanced by structured psychotherapies. | Dietz LJ et al. | β | 2014 | β |
| Stress mediates the relationship between sexual orientation and behavioral risk disparities. | Jabson JM et al. | β | 2014 | β |
| Stressors and common mental disorder in informal carers--an analysis of the English Adult Psychiatric Morbidity Survey 2007. | Stansfeld S et al. | β | 2014 | β |
| Tests of Mediation: Paradoxical Decline in Statistical Power as a Function of Mediator Collinearity. | Beasley TM | β | 2014 | β |
| The Distribution of the Product Explains Normal Theory Mediation Confidence Interval Estimation. | Kisbu-Sakarya Y et al. | β | 2014 | β |
| The great recession and drinking outcomes: protective effects of politically oriented coping. | Richman JA et al. | β | 2014 | β |
| The paths leading from attachment to ageism: a structural equation model approach. | Bodner E et al. | β | 2014 | β |
| The relationship between job performance and perceived organizational support in faculty members at Chinese universities: a questionnaire survey. | Guan X et al. | β | 2014 | β |
| Trust development: testing a new model in undergraduate roommate relationships. | Whitmore CB et al. | β | 2014 | β |
| Why some patients are unhappy: part 2. Relationship of nasal shape and trauma history to surgical success. | Constantian MB et al. | β | 2014 | β |
| A Bayesian Approach for Estimating Mediation Effects with Missing Data. | Enders CK et al. | β | 2013 | β |
| ADCYAP1R1 and asthma in Puerto Rican children. | Chen W et al. | β | 2013 | β |
| American parents' willingness to prescribe psychoactive drugs to children: a test of cultural mediators. | Cohen D et al. | β | 2013 | β |
| Approach bias modification in alcohol dependence: do clinical effects replicate and for whom does it work best? | Eberl C et al. | β | 2013 | β |
| Association of hair iron levels with creativity and psychological variables related to creativity. | Takeuchi H et al. | β | 2013 | β |
| Associations between elevated homocysteine, cognitive impairment, and reduced white matter volume in healthy old adults. | Feng L et al. | β | 2013 | β |
| Behavioral mediators of treatment effects in the weight loss maintenance trial. | Coughlin JW et al. | β | 2013 | β |
| Conducting Simulation Studies in the R Programming Environment. | Hallgren KA | β | 2013 | β |
| Counterfactual graphical models for longitudinal mediation analysis with unobserved confounding. | Shpitser I | β | 2013 | β |
| Do sleep problems mediate the relationship between traumatic brain injury and development of mental health symptoms after deployment? | Macera CA et al. | β | 2013 | β |
| Eating breakfast more frequently is cross-sectionally associated with greater physical activity and lower levels of adiposity in overweight Latina and African American girls. | Schembre SM et al. | β | 2013 | β |
| "Girls on the Move" intervention protocol for increasing physical activity among low-active underserved urban girls: a group randomized trial. | Robbins LB et al. | β | 2013 | β |
| Infections present on admission compared with hospital-acquired infections in acute ischemic stroke patients. | Boehme AK et al. | β | 2013 | β |
| Institutional isolation and crime: The mediating effect of disengaged youth on levels of crime. | Thomas SA et al. | β | 2013 | β |
| Institutional pressures, dynamic capabilities and environmental management systems: investigating the ISO 9000--environmental management system implementation linkage. | Zhu Q et al. | β | 2013 | β |
| Integrative genomics with mediation analysis in a survival context. | Nemes S et al. | β | 2013 | β |
| Investigating the association of vitamin D seasonality on inflammatory and hemostatic markers. | Berry DJ et al. | β | 2013 | β |
| Mediators of the association between driving cessation and mortality among older adults. | O'Connor ML et al. | β | 2013 | β |
| Multilevel mediation analysis: The effects of omitted variables in the 1-1-1 model. | Tofighi D et al. | β | 2013 | β |
| Nicotinic acetylcholine receptor variation and response to smoking cessation therapies. | Bergen AW et al. | β | 2013 | β |
| Parents' Optimism, Positive Parenting, and Child Peer Competence in Mexican-Origin Families. | Castro-Schilo L et al. | β | 2013 | β |
| Personality and depression: evidence of a possible mediating role for anger trait in the relationship between cooperativeness and depression. | Balsamo M | β | 2013 | β |
| Prefrontal atrophy, disrupted NREM slow waves and impaired hippocampal-dependent memory in aging. | Mander BA et al. | β | 2013 | β |
| Racial and Gender Discrimination in the Stress Process: Implications for African American Women's Health and Well-Being. | Perry BL et al. | β | 2013 | β |
| Racial discrimination, post traumatic stress, and gambling problems among urban Aboriginal adults in Canada. | Currie CL et al. | β | 2013 | β |
| Sexual minority-related victimization as a mediator of mental health disparities in sexual minority youth: a longitudinal analysis. | Burton CM et al. | β | 2013 | β |
| Testing a multiple mediator model of the effect of childhood sexual abuse on adolescent sexual victimization. | Bramsen RH et al. | β | 2013 | β |
| The effect of alcohol on emotional inertia: a test of alcohol myopia. | Fairbairn CE et al. | β | 2013 | β |
| The multifold relationship between memory and decision making: an individual-differences study. | Del Missier F et al. | β | 2013 | β |
| The role of action planning and plan enactment for smoking cessation. | de Vries H et al. | β | 2013 | β |
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| A developmental-contextual model of depressive symptoms in Mexican-origin female adolescents. | BΓ‘maca-Colbert MY et al. | β | 2012 | β |
| Avoidance of activities in early symptomatic knee osteoarthritis: results from the CHECK cohort. | Holla JF et al. | β | 2012 | β |
| Body image as a mediator of non-suicidal self-injury in adolescents. | Muehlenkamp JJ et al. | β | 2012 | β |
| Boys' and girls' weight status and math performance from kindergarten entry through fifth grade: a mediated analysis. | Gable S et al. | β | 2012 | β |
| Child maltreatment, alexithymia, and problematic internet use in young adulthood. | Yates TM et al. | β | 2012 | β |
| Commentary on "Mediation Analysis and Categorical Variables: The Final Frontier" by Dawn Iacobucci. | Mackinnon DP et al. | β | 2012 | β |
| Comorbidity as a mediator of survival disparity between younger and older women diagnosed with metastatic breast cancer. | Jung SY et al. | β | 2012 | β |
| Comparison across two generations of prospective models of how the low level of response to alcohol affects alcohol outcomes. | Schuckit MA et al. | β | 2012 | β |
| Coronary Artery Bypass Grafting Surgery Off- or On-pump Revascularisation Study (CORONARY): kidney substudy analytic protocol of an international randomised controlled trial. | Garg AX et al. | β | 2012 | β |
| Don't trust anyone over 30: parental legitimacy as a mediator between parenting style and changes in delinquent behavior over time. | Trinkner R et al. | β | 2012 | β |
| Estimation of mediation effects for zero-inflated regression models. | Wang W et al. | β | 2012 | β |
| Explanation of Two Anomalous Results in Statistical Mediation Analysis. | Fritz MS et al. | β | 2012 | β |
| Feeling robots and human zombies: mind perception and the uncanny valley. | Gray K et al. | β | 2012 | β |
| Intergenerational concordance in Adult Attachment Interviews with mothers, fathers and adolescent sons and subsequent adjustment of sons to military service. | Scharf M et al. | β | 2012 | β |
| Longitudinal Pediatric Palliative Care: Quality of Life & Spiritual Struggle (FACE): design and methods. | Dallas RH et al. | β | 2012 | β |
| Non-linear mixed models in the analysis of mediated longitudinal data with binary outcomes. | Blood EA et al. | β | 2012 | β |
| Parental involvement in home visiting: Interpersonal predictors and correlates. | Sierau S et al. | β | 2012 | β |
| Parent emotional expressiveness and children's self-regulation: associations with abused children's school functioning. | Haskett ME et al. | β | 2012 | β |
| Perceiving a negative event as central to one's identity partially mediates age differences in posttraumatic stress disorder symptoms. | Boals A et al. | β | 2012 | β |
| Predicting alcohol consumption and binge drinking in company employees: an application of planned behaviour and self-determination theories. | Hagger MS et al. | β | 2012 | β |
| Prospective associations among borderline personality disorder symptoms, interpersonal problems, and aggressive behaviors. | Stepp SD et al. | β | 2012 | β |
| Provider cultural competency, client satisfaction, and engagement in home-based programs to treat child abuse and neglect. | Damashek A et al. | β | 2012 | β |
| Q-learning: a data analysis method for constructing adaptive interventions. | Nahum-Shani I et al. | β | 2012 | β |
| Racial and socioeconomic status differences in depressive symptoms among black and white youth: an examination of the mediating effects of family structure, stress and support. | Miller B et al. | β | 2012 | β |
| Racial/ethnic differences in trajectories of aggression in a longitudinal sample of high-risk, urban youth. | Reingle JM et al. | β | 2012 | β |
| Risk and Protective Factors for Trajectories of Violent Delinquency Among a Nationally Representative Sample of Early Adolescents. | Reingle JM et al. | β | 2012 | β |
| R squared effect-size measures and overlap between direct and indirect effect in mediation analysis. | de Heus P | β | 2012 | β |
| Sex differences in how a low sensitivity to alcohol relates to later heavy drinking. | Schuckit MA et al. | β | 2012 | β |
| Sex differences in mediating and moderating processes linking economic stressors, psychological distress, and drinking. | Lewis Brown R et al. | β | 2012 | β |
| Slower gait, slower information processing and smaller prefrontal area in older adults. | Rosano C et al. | β | 2012 | β |
| The decline of theory of mind in old age is (partly) mediated by developmental changes in domain-general abilities. | Rakoczy H et al. | β | 2012 | β |
| The effects of working alliance and client-clinician ethnic match on recovery status. | Chao PJ et al. | β | 2012 | β |
| The mediational role of values in linking personality traits to civic engagement in Italian youth. | Kanacri BP et al. | β | 2012 | β |
| The role of measurement error and misclassification in mediation analysis: mediation and measurement error. | VanderWeele TJ et al. | β | 2012 | β |
| The value of social-cognitive theory to reducing preschool TV viewing: a pilot randomized trial. | Zimmerman FJ et al. | β | 2012 | β |
| Advances in mediation analysis can facilitate nursing research. | Levy JA et al. | β | 2011 | β |
| Affective, behavioral, and social-cognitive dysregulation as mechanisms for sexual abuse revictimization. | Lutz-Zois CJ et al. | β | 2011 | β |
| Age and outcomes after carotid stenting and endarterectomy: the carotid revascularization endarterectomy versus stenting trial. | Voeks JH et al. | β | 2011 | β |
| An examination of the relation between traumatic event exposure and panic-relevant biological challenge responding among adolescents. | Hawks E et al. | β | 2011 | β |
| Associations between depression, pain behaviors, and partner responses to pain in metastatic breast cancer. | Badr H et al. | β | 2011 | β |
| Bereavement, cognitive-emotional processing, and coping with the loss: a study of Indian and Japanese students. | Bhushan B et al. | β | 2011 | β |
| Body image as a mediator of the relationship between body mass index and weight-related quality of life in black women. | Cox TL et al. | β | 2011 | β |
| Cancer Carepartners: Improving patients' symptom management by engaging informal caregivers. | Silveira MJ et al. | β | 2011 | β |
| Causal mediation analysis with survival data. | VanderWeele TJ | β | 2011 | β |
| Demographic and familial predictors of early executive function development: contribution of a person-centered perspective. | Rhoades BL et al. | β | 2011 | β |
| Development of depressive symptoms during early community reintegration after traumatic brain injury. | Ownsworth T et al. | β | 2011 | β |
| Direct and mediated effects of two theoretically based interventions to increase consumption of fruits and vegetables in the Healthy Body Healthy Spirit trial. | Shaikh AR et al. | β | 2011 | β |
| Does extinction of responses to cigarette cues occur during smoking cessation? | O'Connell KA et al. | β | 2011 | β |
| Drinking plans and drinking outcomes: examining young adults' weekend drinking behavior. | Trim RS et al. | β | 2011 | β |
| Driving while intoxicated among individuals initially untreated for alcohol use disorders: one- and sixteen-year follow-ups. | Timko C et al. | β | 2011 | β |
| Early adolescents' temperament, emotion regulation during mother-child interactions, and depressive symptomatology. | Yap MB et al. | β | 2011 | β |
| Linkages between childhood executive functioning and adolescent social functioning and psychopathology in girls with ADHD. | Rinsky JR et al. | β | 2011 | β |
| Mediation analysis in psychosomatic medicine research. | Lockhart G et al. | β | 2011 | β |
| Mediators between perfectionism and eating disorder psychopathology: shape and weight overvaluation and conditional goal-setting. | Watson HJ et al. | β | 2011 | β |
| Moderators and Mediators in Social Work Research: Toward a More Ecologically Valid Evidence Base for Practice. | Magill M | β | 2011 | β |
| More dead than dead: perceptions of persons in the persistent vegetative state. | Gray K et al. | β | 2011 | β |
| Motivational interviewing delivered by diabetes educators: does it improve blood glucose control among poorly controlled type 2 diabetes patients? | Welch G et al. | β | 2011 | β |
| Organizing effects of testosterone and economic behavior: not just risk taking. | BraΓ±as-Garza P et al. | β | 2011 | β |
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| Peer victimization partially mediates the schizotypy-aggression relationship in children and adolescents. | Raine A et al. | β | 2011 | β |
| Randomized trial of risk information formats in direct-to-consumer prescription drug advertisements. | Aikin KJ et al. | β | 2011 | β |
| Reducing high-risk drinking in mandated college students: evaluation of two personalized normative feedback interventions. | Doumas DM et al. | β | 2011 | β |
| Relationship of exercise volume with change in depression and its association with self-efficacy to control emotional eating in severely obese women. | Annesi JJ et al. | β | 2011 | β |
| Relative quantity judgments in South American sea lions (Otaria flavescens). | Abramson JZ et al. | β | 2011 | β |
| RMediation: an R package for mediation analysis confidence intervals. | Tofighi D et al. | β | 2011 | β |
| Testing a level of response to alcohol-based model of heavy drinking and alcohol problems in 1,905 17-year-olds. | Schuckit MA et al. | β | 2011 | β |
| The association between self-reported tooth loss and cognitive function in the REasons for Geographic And Racial Differences in Stroke study: an assessment of potential pathways. | Matthews JC et al. | β | 2011 | β |
| The "cost of caring" in youths' friendships: considering associations among social perspective taking, co-rumination, and empathetic distress. | Smith RL et al. | β | 2011 | β |
| Traditional risk factors as the underlying cause of racial disparities in stroke: lessons from the half-full (empty?) glass. | Howard G et al. | β | 2011 | β |
| Validity and power of missing data imputation for extreme sampling and terminal measures designs in mediation analysis. | Makowsky R et al. | β | 2011 | β |
| Visual impairment and quality of life among older adults: an examination of explanations for the relationship. | Brown RL et al. | β | 2011 | β |
| Who gets what and why? Help middle-aged adults provide to parents and grown children. | Fingerman KL et al. | β | 2011 | β |
| Abstract: Mediation Analysis of Poisson Distributed Count Outcomes. | Coxe S et al. | β | 2010 | β |
| After-action reviews: a venue for the promotion of safety climate. | Allen JA et al. | β | 2010 | β |
| Anger and depression: evidence of a possible mediating role for rumination. | Balsamo M | β | 2010 | β |
| A test of cognitive mediation in a 12-month physical activity workplace intervention: does it explain behaviour change in women? | Plotnikoff RC et al. | β | 2010 | β |
| Brain-derived neurotrophic factor is associated with age-related decline in hippocampal volume. | Erickson KI et al. | β | 2010 | β |
| Brain mediators of predictive cue effects on perceived pain. | Atlas LY et al. | β | 2010 | β |
| Childhood predictors of teen dating violence victimization. | Maas CD et al. | β | 2010 | β |
| Comparing structural equation models that use different measures of the level of response to alcohol. | Schuckit MA et al. | β | 2010 | β |
| Counselor attitudes toward the use of motivational incentives in addiction treatment. | Ducharme LJ et al. | β | 2010 | β |
| EEG measures index neural and cognitive recovery from sleep deprivation. | Mander BA et al. | β | 2010 | β |
| Further support for the role of dysfunctional attitudes in models of real-world functioning in schizophrenia. | Horan WP et al. | β | 2010 | β |
| Health concerns and somatic symptoms explain perceived disability and idiopathic hand and arm pain in an orthopedics surgical practice: a path-analysis model. | Vranceanu AM et al. | β | 2010 | β |
| Interpersonal Style, Stress, and Depression: An Examination of Transactional and Diathesis-Stress Models. | Eberhart NK et al. | β | 2010 | β |
| Intimacy processes and psychological distress among couples coping with head and neck or lung cancers. | Manne S et al. | β | 2010 | β |
| "My way or mom's way?" The bilingual and bicultural self in Hong Kong Chinese children and adolescents. | Wang Q et al. | β | 2010 | β |
| Physical disability and depression: clarifying racial/ethnic contrasts. | Brown RL et al. | β | 2010 | β |
| Prolonged cardiac effects of momentary assessed stressful events and worry episodes. | Pieper S et al. | β | 2010 | β |
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| Smoking outcome expectancies mediate the association between sensation seeking, peer smoking, and smoking among young adolescents. | UrbΓ‘n R | β | 2010 | β |
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| Adolescent school failure predicts later depression among girls. | McCarty CA et al. | β | 2008 | β |
| Alcohol outcome expectancies and drinking motives mediate the association between sensation seeking and alcohol use among adolescents. | UrbΓ‘n R et al. | β | 2008 | β |
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| Facets of impulsivity are differentially linked to insomnia: evidence from an exploratory study. | Schmidt RE et al. | β | 2008 | β |
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| Mediators affecting family function in families of children with Duchenne muscular dystrophy. | Chen JY | β | 2008 | β |
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| Predictors of psychological and somatic components of poststroke depression: a longitudinal study. | Wilz G et al. | β | 2007 | β |
| Predictors of the development of elementary-school children's intentions to smoke cigarettes: hostility, prototypes, and subjective norms. | Hampson SE et al. | β | 2007 | β |
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| Sexual health in women treated for cervical cancer: characteristics and correlates. | Donovan KA et al. | β | 2007 | β |
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| Attributions and personality as predictors of the road rage response. | Britt TW et al. | β | 2006 | β |
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| Why is enacted social support associated with increased distress? Using simulation to test two possible sources of spuriousness. | Seidman G et al. | β | 2006 | β |
| A Comparison of Methods to Test for Mediation in Multisite Experiments. | Pituch KA et al. | β | 2005 | β |
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| Does motivation to change mediate the effect of DSM-IV substance use disorders on treatment utilization and substance use? | Carpenter KM et al. | β | 2002 | β |
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| Mediation in experimental and nonexperimental studies: new procedures and recommendations. | Shrout PE et al. | β | 2002 | β |
| The process through which an advocacy intervention resulted in positive change for battered women over time. | Bybee DI et al. | β | 2002 | β |
| A double-blind, randomized, prospective evaluation of the efficacy and safety of risperidone versus haloperidol in the treatment of schizoaffective disorder. | Janicak PG et al. | β | 2001 | β |
| Mediating mechanisms in a program to reduce intentions to use anabolic steroids and improve exercise self-efficacy and dietary behavior. | MacKinnon DP et al. | β | 2001 | β |
| Multilevel Modeling of Individual and Group Level Mediated Effects. | Krull JL et al. | β | 2001 | β |
| Affective predictors of preschoolers' aggression and peer acceptance: direct and indirect effects. | Arsenio WF et al. | β | 2000 | β |
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