Using time‐lagged panel data analysis to study mechanisms of change in psychotherapy research: Methodological recommendations

The introduction of novel methodologies in the past decade has advanced research on mechanisms of change in observational studies. Time‐lagged panel models allow us to track session‐by‐session changes and focus on within‐patient associations between predictors and outcomes. This shift is crucial as change in mechanisms inherently takes place at a within‐patient level. These models also enable preliminary casual inferences, which can guide the development of effective personalised interventions that target mechanisms of change, used at specific treatment phases for optimal effect. Given their complexity, panel models need to be implemented with caution, as different modelling choices can significantly affect results and reduce replicability. We outline three central methodological recommendations for use of time‐lagged panel analysis to study mechanisms of change: (a) taking patient‐specific effects into account, separating out stable between‐person differences from within‐person fluctuations over time; (b) properly controlling for autoregressive effects; and (c) considering long‐term time trends. We demonstrate these recommendations in an applied example examining the session‐by‐session alliance–outcome association in a naturalistic psychotherapy study. We present limitations of time‐lagged panel analysis and future directions.     

Imagining better societies: A social psychological framework for the study of utopian thinking and collective action

We present an integrative theoretical model that specifies social psychological mechanisms by which utopian thinking, which activates the social imagination, may enhance collective action intentions oriented toward social change and human progress. The model synthesizes complementary insights from interdisciplinary research programs on utopianism, hope, construal level, and system justification to identify mechanisms by which imagining better societies: (a) increases social hope, (b) yields an abstract mindset that bridges the psychological distance between the status quo (“here and now”) and a better possible future, (c) decreases system justification motivation, and (d) promotes social justice‐oriented forms of collective action.     

John Macmurray,Spirituality, Community and Real Schools

This paper suggests that the work of the Scottish philosopher John Macmurray provides a valuable contribution to debates on spirituality, education, and schools as communities. In particular by recognizing the nature of the spiritual in everyday activities of people in communities, by focusing on the overall aims of schooling, and by rejecting dualism, idealism and materialism, Macmurray was able to describe how schools might properly be organized. The paper aims to investigate some of Macmurray's insights, to see how they might help transform one's vision of schooling.     

Psychological distress: A hierarchical factor model of the Multiple Affect Adjective Check List (MAACL)

Recent investigations of the structure of psychological distress have indicated that hierarchical models can accommodate both unitary and multifaceted conceptions of distress. The present study tested the hierarchical framework suggested by Zuckerman, Lubin, and Rinck (1983) for the Multiple Affect Adjective Check List (MAACL), a commonly used measure of psychological distress. One- and two-factor models were estimated using maximum-likelihood methods. Results indicated that the two-factor solution, with correlated positive and negative affect factors, provided a significantly better fit to the data than did the omnibus one-factor solution. These results provide further support for hierarchical models of distress.     

Economic predictors of mental health service utilization: A time-series analysis

This research was designed to understand the relationships between economic indicators and mental health service utilization. Six monthly and three quarterly time-series analyses were done to assess the time-dependent association between three state-level economic indices and two measures of mental health service utilization. Consistent with the existing literature, increases in manufacturing employment were inversely related to both first admissions in state hospitals and case openings in community outpatient facilities. Labor force participation was also inversely related to first admissions to state hospitals. No relationship was found between service employment and either of the mental health service use indices. The specific findings suggest that two processes may be operating in the relationship of labor force participation and manufacturing employment with mental health service utilization. Some of the findings suggest a "crisis" process, in which service use increases rapidly following an economic stressor, whereas other findings suggest a more insidious process, in which economic stressors slowly weaken the mental health of the community and eventually lead to increased mental health service use. These results can be used to better inform social policy and preventive interventions by highlighting the human costs of changes in economic well-being. The need for more ecological research is discussed.     

Perceived Causes and Consequences of Property Rights to Jobs

We report two studies of property rights to jobs. Perceptions of having or not having a property right were manipulated in a vignette in the first study. Having a property right was viewed as being associated with increased commitment, organizational citizenship behaviors, willingness to sue for wrongful dismissal and decreased absenteeism and turnover in a sample of 202 undergraduates. In a second, self-report study property rights were associated with increased organizational commitment, increased perceptions of control at work, and organizational tenure in a sample of 95 clerical employees.