Multiphase mixed-effects models for repeated measures data.

Cudeck, Robert; Klebe, Kelli J.

doi:10.1037/1082-989x.7.1.41

Cited by 157 publications

(181 citation statements)

References 44 publications

Supporting

Mentioning

180

Contrasting

Order By: Relevance

“…Values close to zero on these variables would indicate an individual who is verified by his or her partner. This method has been recommended by Edwards (1994) and Griffin et al (1999), and it is consistent with the use of spline models in regression analysis (Cudeck & Klebe, 2002;Marsh & Cormier, 2002).…”

Section: Analytic Approachmentioning

confidence: 91%

Partner enhancement versus verification and emotional responses to daily conflict

Seidman

Burke

2014

Journal of Social and Personal Relationships

View full text Add to dashboard Cite

This study investigated the moderating role of partner enhancement and verification on couples' emotional responses to daily conflicts. Each evening for 5 weeks, 264 couples in which one partner was under stress reported whether a conflict occurred and both positive and negative relationship feelings. Partners rated each other on relationshipcentral and relationship-peripheral traits before the diary period, allowing us to examine the consequences of derogation (partner views more negative than self-views) and enhancement (partner views more positive than self-views) relative to verification. Derogation on both relationship-central and relationship-peripheral traits was associated with more negative conflict responses. Enhancement on relationship-peripheral traits was associated with more negative conflict responses than verification. Although not as consistent a pattern, results suggest that enhancement on relationship-central traits was beneficial.

show abstract

Section: Analytic Approachmentioning

confidence: 91%

Partner enhancement versus verification and emotional responses to daily conflict

Seidman

Burke

2014

Journal of Social and Personal Relationships

View full text Add to dashboard Cite

show abstract

“…(i.e., Level-2 model) where γ 00 , γ 01 , and γ 02 are sample means, and u 0i , and u 1i are individual deviations from those means that are assumed to be normally distributed, correlated with each other, and uncorrelated with the residual errors, e it . Deviations for the quadratic slope, u 2i were examined, but were not significant and thus not included in the final models.Notions of terminal decline were invoked using extensions (Cudeck & Harring, 2007;Cudeck & Klebe, 2002) of multiphase or "spline" growth models (Ram & Grimm, 2007;Singer & Willett, 2003) with a distance-to-death, DtD, time variable. Specifically, models were specified as…”

mentioning

confidence: 99%

Late-Life Decline in Well-Being Across Adulthood in Germany, the UK, and the US: Something is Seriously Wrong at the End of Life

Gerstorf

Ram²,

Mayraz³

et al. 2010

SSRN Journal

View full text Add to dashboard Cite

Throughout adulthood and old age, levels of well-being appear to remain relatively stable. However, evidence is emerging that late in life well-being declines considerably. Using long-term longitudinal data of deceased participants in national samples from Germany, the UK, and the US, we examine how long this period lasts. In all three nations and across the adult age range, well-being was relatively stable over age, but declined rapidly with impending death. Articulating notions of terminal decline associated with impending death, we identified prototypical transition points in each study between three and five years prior to death, after which normative rates of decline steepened by a factor of three or more. The findings suggest that mortality-related mechanisms drive late-life changes in wellbeing and highlight the need for further refinement of psychological concepts about how and when late-life declines in psychosocial functioning prototypically begin. KeywordsSelective mortality; successful aging; differential aging; psychosocial factors; well-being; multiphase growth model Publisher's Disclaimer: The following manuscript is the final accepted manuscript. It has not been subjected to the final copyediting, fact-checking, and proofreading required for formal publication. It is not the definitive, publisher-authenticated version. The American Psychological Association and its Council of Editors disclaim any responsibility or liabilities for errors or omissions of this manuscript version, any version derived from this manuscript by NIH, or other third parties. The published version is available at www.apa.org/pubs/journals/PAG NIH Public Access Empirical evidence indicates that individuals throughout adulthood and old age typically report being satisfied with their lives (see Diener et al., 2006). The objective of this study is to corroborate and extend recent studies that challenge this prevailing view (Gerstorf, Ram et al., 2008a,b;Mroczek & Spiro, 2005). Drawing from notions of terminal decline, we argue that individuals usually have enough resources to maintain a sense of well-being, even in the face of age-related risks for social losses and declining health (Guralnik, 1991;Suzman et al., 1992). At some point before death, however, additional mortality-related burdens and systemic dysfunction may become too difficult to cope with and functionality declines straight into death (Kleemeier, 1962;Riegel & Riegel, 1972). Despite these notions having been around for several decades, specific conceptual predictions and empirical descriptions regarding if and how terminal decline involves well-being have not yet been developed. Our purpose here is to use longitudinal data from three nationally representative samples to ask two questions about terminal decline in well-being: Do normative late-life changes in well-being across the adult life span conform to a pattern expected by terminal decline? If so, when does terminal decline prototypically begin?Theories of self-regulation and lifespan development b...

show abstract

“…LME models the process of change in the studied population as well as at the individual level, while accounting for the correlation of observations within individuals and the imbalance in the number of observations per individual (Cudeck and Klebe, 2002;Laird and Ware, 1982;Raudenbush and Bryk, 2002). In the analysis, models were built sequentially, starting with a model assuming no trend either at the individual or population level, to a model containing both individual and population trends.…”

Section: Discussionmentioning

confidence: 99%

“…Data on psychological symptoms score were analyzed using linear mixed effects (LME) regression models (Cudeck and Klebe, 2002). LME models the process of change in the studied population as well as at the individual level, while accounting for the correlation of observations within individuals and the imbalance in the number of observations per individual (Cudeck and Klebe, 2002;Laird and Ware, 1982;Raudenbush and Bryk, 2002).…”

Section: Discussionmentioning

confidence: 99%

Outcomes for street children and youth under multidisciplinary care in a drop-in centre in Tegucigalpa, Honduras

Souza

Porten²,

Nicholas³

et al. 2010

Int J Soc Psychiatry

View full text Add to dashboard Cite

Background: There is little evidence to describe the feasibility and outcomes of services for the care of street children and youth in low-income countries. Aims: To describe the outcomes of a multidisciplinary case management approach delivered in a drop-in centre for street children and youth. Methods: A longitudinal study of street children and youth followed in an urban drop-in centre. Four hundred (400) street children and youth received a multidisciplinary case management therapeutic package based on the community reinforcement approach. The main outcomes were changes in psychological distress, substance abuse and social situation scores. Results: The median follow-up time for the cohort was 18 months. There were reductions in the levels of psychological distress (p = 0.0001) and substance abuse (p ≤ 0.0001) in the cohort as well as an improvement in the social situation of street children and youth (p = 0.0001). There was a main effect of gender (p < 0.001) and a significant interaction of gender over time (p < 0.001) on improvements in levels of psychological distress. Survival analysis showed that the probability of remaining on substances at 12 months was 0.76 (95% CI: 0.69-0.81) and 0.51 (95% CI: 0.42-0.59) at 24 months. At 12 months, fewer female patients remained using substances compared to male (p < 0.01). Conclusion: To be most effective, programmes and strategies for children and youth in street situations in developing countries should target both their health and social needs.

show abstract

Multiphase mixed-effects models for repeated measures data.

Cited by 157 publications

References 44 publications

Partner enhancement versus verification and emotional responses to daily conflict

Partner enhancement versus verification and emotional responses to daily conflict

Late-Life Decline in Well-Being Across Adulthood in Germany, the UK, and the US: Something is Seriously Wrong at the End of Life

Outcomes for street children and youth under multidisciplinary care in a drop-in centre in Tegucigalpa, Honduras

Contact Info

Product

Resources

About