Motor Learning through Induced Variability at the Task Goal and Execution Redundancy Levels

The authors examined the influence of introducing variability at two different levels in the learning of a striking task. Variability at the task goal level was introduced by changing target location, whereas variability at the execution redundancy level was introduced by using an intermediate target that constrained participants to use different paths from trial to trial to strike the same target. After practice, participants were transferred to 2 test conditions: (a) a fixed-target test, where the position of the target was unchanged; and (b) a variable-target test, where the position of the target was varied from trial to trial. The results from the manipulation at the task goal level were consistent with predictions from the specificity of practice hypothesis. In both the fixed- and variable-target tests, the best performance was achieved by the group that had practiced in the condition matching the test condition. At the execution-redundancy level, practicing multiple solutions to achieve the task goal did not improve performance in either the fixed- or variable-target tests. These results show that introducing variability at the task goal and execution redundancy levels has different effects on learning and generalization and that practice schedules that constrain the participant to use redundant solutions may not facilitate learning.     

Conditional estimation of exponential random graph models from snowball sampling designs

A complete survey of a network in a large population may be prohibitively difficult and costly. So it is important to estimate models for networks using data from various network sampling designs, such as link-tracing designs. We focus here on snowball sampling designs, designs in which the members of an initial sample of network members are asked to nominate their network partners, their network partners are then traced and asked to nominate their network partners, and so on. We assume an exponential random graph model (ERGM) of a particular parametric form and outline a conditional maximum likelihood estimation procedure for obtaining estimates of ERGM parameters. This procedure is intended to complement the likelihood approach developed by  Handcock and Gile (2010) by providing a practical means of estimation when the size of the complete network is unknown and/or the complete network is very large. We report the outcome of a simulation study with a known model designed to assess the impact of initial sample size, population size, and number of sampling waves on properties of the estimates. We conclude with a discussion of the potential applications and further developments of the approach.     

Reciprocal Markov Modeling of Feedback Mechanisms Between Emotion and Dietary Choice Using Experience-Sampling Data

With intensively collected longitudinal data, recent advances in the experience-sampling method (ESM) benefit social science empirical research, but also pose important methodological challenges. As traditional statistical models are not generally well equipped to analyze a system of variables that contain feedback loops, this paper proposes the utility of an extended hidden Markov model to model reciprocal the relationship between momentary emotion and eating behavior. This paper revisited an ESM data set (Lu, Huet, &; Dube, 2011 Lu, J., Huet, C., &; Dubé, L. (2011). Emotional reinforcement as a protective factor for healthy eating in home settings. The American Journal of Clinical Nutrition, 94(1), 254–261. http://dx.doi.org/10.3945/ajcn.110.006361[Crossref], [PubMed], [Web of Science ®] , [Google Scholar]) that observed 160 participants' food consumption and momentary emotions 6 times per day in 10 days. Focusing on the analyses on feedback loop between mood and meal-healthiness decision, the proposed reciprocal Markov model (RMM) can accommodate both hidden (“general” emotional states: positive vs. negative state) and observed states (meal: healthier, same or less healthy than usual) without presuming independence between observations and smooth trajectories of mood or behavior changes. The results of RMM analyses illustrated the reciprocal chains of meal consumption and mood as well as the effect of contextual factors that moderate the interrelationship between eating and emotion. A simulation experiment that generated data consistent with the empirical study further demonstrated that the procedure is promising in terms of recovering the parameters.     

Doing Community Research Without a Community: Creating Safe Space for Rape Survivors

This paper describes how the values of a feminist research team influenced methodological decisions in a study of rape survivors. Building upon concepts from community psychology and urban sociology, the authors created a community-based research design that respected the emotional needs of rape survivors without sacrificing methodological rigor. We developed relationships with community members in diverse settings, such as nail and hair salons, child care centers, churches, and bookstores, to advertise the study and recruit participants. Consistent with feminist approaches to interviewing, our goal was to create a safe setting for survivors to tell their stories. Although the purpose of this study was research rather than intervention, most survivors reported that participating in these interviews was healing. Our experiences in this project suggest that allowing values to influence the process of research may have beneficial outcomes for both researchers and participants.     

The Assessment of Adult Health Care Orientations: Development and Preliminary Validation of the Multidimensional Health Profile–Health Functioning Index (MHP-H) in a National Sample

This paper describes the development and preliminary validation of the Multidimensional Health Profile–Health Functioning Index (MHP-H), a 69-item self-report instrument designed to assess a variety of behaviors, perceptions, attitudes, and beliefs presumed to influence health status and the pursuit of lay and professional health care. The MHP-H briefly measures adult health history, health habits, health care utilization, health beliefs and attitudes, and response to illness (help-seeking behaviors). A national sample of adults (N = 673) was assessed, comprising 3 age groupings (18–32, 33–50, and 51–89) crossed with gender and then further subdivided into several subsamples for purposes of reliability and validity assessment. In addition, a group of spouse key informants was also recruited. Preliminary validation of single-item indicators as well as confirmatory factor analyses of multi-item scales was achieved. The present findings support the psychometric and practical utility of the MHP-H and warrant its use by health psychologists in a variety of research and applied settings.     

Subjective Well-Being and Kahneman’s ‘Objective Happiness’

This paper is an attempt to clarify the relation between, on the one hand, the construct of ‘objective happiness’ recently proposed by Daniel Kahneman and, on the other hand, the principal focus of happiness studies, namely subjective well-being (SWB). I have two aims. The first, a critical one, is to give a theoretical explanation for why ‘objective happiness’ cannot be a general measure of SWB. Kahneman’s methodology precludes incorporation of relevant pieces of information that can become available to the subject only retrospectively. The second aim, a constructive one, is to clarify the exact connection between ‘objective happiness’ and the wider notion of SWB. Unlike Kahneman, who treats the notion as a useful first approximation, I propose that its applicability should be thought of as context-dependent: under some conditions it could be the right measure of SWB but what these conditions are involves both psychological and ethical considerations.     

Examining the help-seeking intentions of Chinese individuals in the United States

The underutilization of mental health services by Chinese individuals in the United States is concerning. In this study, we examined Chinese individuals’ help-seeking intentions utilizing the theory of planned behavior. Two hundred fifty-one participants were recruited for this study. The results revealed that help-seeking attitudes (β = 0.28, p < 0.001), perceived behavioral control (β = 0.21, p < 0.001), and subjective norms (β = 0.13, p < 0.001) were found to be significant predictors of help-seeking intentions. The implications of the results are discussed.     

Inferential procedures for correlation coefficients corrected for attenuation

A model and computational procedure based on classical test score theory are presented for determination of a correlation coefficient corrected for attenuation due to unreliability. Next, variance-covariance expressions for the sample estimates defined earlier are derived, based on application of the delta method. Results of a Monte Carlo study are presented in which the adequacy of the derived expressions was assessed for a large number of data forms and potential hypotheses encountered in the behavioral sciences. It is shown that, based on the proposed procedures, confidence intervals for single coefficients are reasonably precise. Two-sample hypothesis tests, for both independent and dependent samples, are also accurate. However, for hypothesis tests involving a larger number of coefficients than two—both independent and dependent—the proposed procedures require largens for adequate precision. Results of a preliminary power analysis reveal no serious loss in efficiency resulting from correction for attenuation. Implications for practice are discussed.Support for the research reported in this article was provided by the Natural Sciences and Engineering Research Council of Canada. The authors acknowledge with thanks the constructive comments of the editor and three anonymous reviewers.     

A still further note on freeman's measure of association

This article demonstrates that Freeman's theta, a measure of association between a nominal variable and an ordinal variable, has a sampling distribution identical with the sampling distribution of Mann-Whitney'sU.