Reexamining the Nature of Learner Control: Dimensionality and Effects on Learning and Training Reactions

Purpose

The purpose of this study was to advance learner control as a psychological construct by reexamining its dimensionality and effects on learning and reactions in the context of technology-delivered training.

Design/methodology/approach

Learners (n=384) completed a 2-h web-based Microsoft Excel training. The amount of instructional and scheduling control was manipulated in order to introduce variance in control perceptions. Outcome measures included off-task attention, declarative knowledge, and training reactions.

Findings

Learner control is a multidimensional construct with differential effects on training outcomes. By focusing on learners’ perceptions of control, we found that instructional control perceptions decreased learning by increasing off-task attention, while scheduling control perceptions increased learning.

Implications

Though both dimensions of perceived learner control are positively related to training reactions, they differentially predict learning. Combined with factor analytic evidence, our study suggests that learner control research should differentiate between objective and perceived learner control, and between instructional and scheduling control perceptions. Organizations should consider how learner control affects learning prior to designing training.

Originality/value

Scheduling control is an often used but rarely researched form of learner control. We address this gap by expanding the construct domain of learner control to include scheduling control. Further, this study provides the first empirical examination of learner control perceptions. Despite calls for learner control literature to differentiate between objective and perceived control, no study had previously examined control perceptions directly. Our results may be used to inform organizational decisions regarding the amount and type of control included in training.     

Stop and start control: A distinction within self‐control

A theoretical distinction within self‐control, between stop control and start control, was investigated in two studies. Study 1 consisted of a pilot study in which expert ratings of existing self‐control items were used to distinguish between stop and start control items and a confirmatory factor analyses of these items using a student sample (N = 474). Also, stop and start control were related to overall affect and behavioural outcomes. Stop control was negatively related to negative affect, whereas start control was positively related to positive affect. Study 2 (N = 226) replicated some of these findings; stop control was the best predictor (?) of smoking and alcohol consumption whereas start control was the best predictor (+) of exercising and studying. Copyright © 2010 John Wiley & Sons, Ltd.     

A Meta-Analytic Investigation of Objective Learner Control in Web-based Instruction

Purpose

Research examining learner control of adult web-based instruction has been inconsistent, showing both positive and negative effects on learning outcomes. In addition, the specific implementation decisions made across studies that are labeled “learner control” often differ dramatically. The purpose of the present study was to provide a theoretical framework by which to understand objective learner control and to empirically test it.

Design/Methodology

In this study, a nine-dimensional hierarchical framework of objective learner control was developed from an extensive literature review. This framework includes instructional control (skip, supplement, sequence, pace, practice, and guidance control), style control (i.e., control of aesthetic training characteristics), and scheduling control (time and location control). Hypothesized effects were tested meta-analytically.

Findings

Findings suggested that (1) types of learner control are almost always confounded in experimental learner control research; (2) objective learner control is not a multidimensional construct but instead of a set of related design choices; (3) across types, learner control is generally effective in skill training but varies greatly in knowledge training and in terms of reactions; and (4) sequence control is the only type that generally does not harm either learning or reactions across contexts.

Implications

Given the significant confounding present in most of the literature, learner control researchers are recommended to isolate specific control features. Practitioners should identify specific targeted outcomes and choose features according to those goals.

Originality/Value

This is the first study to propose and test a theoretically derived framework of objective learner control, providing a roadmap for research and state-of-the-art practice.

     

Maintaining perceived control with unemployment facilitates future adjustment

Unemployment is a major challenge to individuals' development. An important personal resource to ameliorate the negative impact of unemployment may be perceived control, a general-purpose belief system. Little is known, however, about how perceived control itself changes with the experience of unemployment and what the antecedents, correlates, and consequences of such change in perceived control are in different ages. We use data from the German Socio-Economic Panel Study (N = 413 who experienced unemployment and N = 413 case-matched controls; time period of data collection: 1994–1996) to examine whether perceived control changes with unemployment, explore the role of socio-demographic, psychosocial and health factors in moderating such change, and investigate whether levels of perceived control prior to unemployment and unemployment-related change in perceived control predict unemployment-related outcomes up to five years following. Results indicated that, on average, perceived control remained relatively stable with unemployment, and that younger and older workers did not differ in this regard. However, there were sizeable individual differences in change in perceived control, with women and those with fewer years of education experiencing greater unemployment-related declines in perceived control. Lower levels of perceived control prior to unemployment and steeper unemployment-related decrements in perceived control were each associated with a higher risk of remaining unemployed in the 12 months immediately following unemployment. Steeper unemployment-related declines in perceived control also predicted lower life satisfaction up to five years following. We discuss possible pathways by which perceived control may facilitate adjustment to unemployment, consider the role of perceived control for better understanding the dynamics of unemployment, and suggest routes for further more process-oriented inquiry.     

The influence of various types of control on psychophysiological stress reactions

The influence of personal control on reactions to shock was found to differ not only as a function of the type of control, but also as a function of the combination of control conditions. For example, behavioral control in the presence of information (cognitive control) reduced stress, whereas behavioral control in the absence of information augmented stress. These results are discussed with regard to the appropriateness of two different models, a “substitutive” versus an “interactive” model, for understanding the effects of personal control.     

Effects of Trait Self‐Control on Response Conflict About Healthy and Unhealthy Food

Self‐control leads to positive life outcomes, but it is poorly understood. While previous research has focused on self‐control failure, self‐control success remains unexplored. The current studies aim to shed more light on the mechanisms of self‐control by focusing on the resolution of response conflict as a key component in self‐control success. Trait self‐control was measured, and participants reported on the magnitude of response conflict they experienced about healthy and unhealthy foods in Study 1 (N = 146; M_age = 33.03; 59 females, 83 males, 4 unknown). The response conflict process was assessed in Study 2 (N = 118; M_age = 21.45; 68 females, 41 males, 9 unknown). Outcomes showed that self‐reported evaluative response conflict about food items was smaller for people high in trait self‐control. Study 2 revealed that higher trait self‐control predicted faster resolution of self‐control conflict, and an earlier peak of the response conflict. Taken together, these results provide insight into what makes people with high trait self‐control successful, namely, how they handle response conflict. Implications for self‐control theories and future directions are discussed.     

Reactive and proactive control in incarcerated and community adolescents and young adults

This study compared the cognitive control skills of male incarcerated adolescents (n = 44), male control adolescents (n = 33), male incarcerated young adults (n = 41), and male control young adults (n = 35) using the AX-continuous performance test (AX-CPT). This test measures proactive control (the ability to maintain a mental representation of goal-related information in preparation for a behavioral response) and reactive control (the ability to activate goal-related information in response to an external trigger). Incarcerated individuals had more difficulty implementing proactive control, whereas control individuals had more difficulty implementing reactive control. Adolescents had more difficulty with both reactive and proactive control compared with young adults, suggesting that both skills improve with age. Additional analyses indicated that the effect of age on proactive control was due to the presence of attention-deficit/hyperactivity disorder, whereas the effect of age on reactive control appeared to be a natural developmental trend that could not be explained by other variables. These findings are considered in relation to the dual mechanisms of control theory [Braver, T. S., Gray, J. R., & Burgess, G. C. (2007). Explaining the many varieties of working memory variation: Dual mechanisms of cognitive control. In A. R. A. Conway, C. Jarrold, M. J. Kane, A. Miyake, & J. N. Towse (Eds.), Variation in Working Memory. New York: Oxford University Press.].     

幼儿气质、教师期望和同伴接纳对自我控制的影响

通过对684名3-5岁幼儿进行同伴提名和问卷测量,考察气质、教师期望和同伴接纳对自我控制的影响,结果发现：（1）气质、教师期望和同伴接纳各维度不同程度地预测幼儿自我控制。（2）气质、同伴接纳、教师期望交互作用于自我控制,其中同伴接纳是有调节的中介变量,其既是气质反应性、专注性和教师对幼儿日常习惯期望影响自我控制的部分中介变量,又同时受到气质情绪性的调节。（3）社会抑制性与教师对幼儿人际互动的期望交互作用于自我控制。     

Effects of personal causation and perceived control on responses to an aversive environment: The more control,the better

A laboratory experiment was conducted to investigate the effects on reactions to aversive noise of three types of personal control: control over the initiation of noise, control over its termination, and combined control over both initiation and termination. On an attention-to-detail measure which occurred concurrently with noise stimulation, subjects' error rates decreased linearly as degree of control increased. Likewise, on a post-noise measure of task persistence, subjects' performance rates increased linearly across the three conditions as degree of control increased. Results were discussed in terms of Seligman's theory of learned helplessness and deCharms' theory of personal causation, and the motivational effects of personal control were emphasized.     

Cognitive control deployment is flexibly modulated by social value in early adolescence

Recent mechanistic models of cognitive control define the normative level of control deployment as a function of the effort cost of exerting control balanced against the reward that can be attained by exerting control. Despite these models explaining empirical findings in adults, prior literature has suggested that adolescents may not adaptively integrate value into estimates of how much cognitive control they should deploy. Moreover, much work in adolescent neurodevelopment casts social valuation processes as competing with, and in many cases overwhelming, cognitive control in adolescence. Here, we test whether social incentives can adaptively increase cognitive control. Adolescents (M_age = 14.64, 44 male, N = 87) completed an incentivized cognitive control task in which they could exert cognitive control to receive rewards on behalf of real peers who were rated by all peers in their school grade as being of either high- or low-status. Using Bayesian modeling, we find robust evidence that adolescents exert more cognitive control for high- relative to low-status peers. Moreover, we demonstrate that social incentives, irrespective of their high- or low-status, boost adolescent cognitive control above baseline control where no incentives are offered. Findings support the hypothesis that the cognitive control system in early adolescence is flexibly modulated by social value.     

Testing Hypotheses Distilled from Four Models of the Effects of Health-Related Social Control

This study distilled and tested hypotheses derived from four models of the effects of social control on affect and health behavior among 401 college students involved in heterosexual dating relationships. Each model received at least some support. Consistent with the dual effects model, social control strategies predicted both health behavior change and negative affect. In accord with the domain-specific model, positive social control was related to positive affect and negative social control was related to negative affect. In partial support of the mediational model, positive social control exerted both a direct and an indirect effect via positive affect on health behavior change and negative social control exerted both a direct and an indirect effect via negative affect on hiding unhealthy behavior. As predicted by the contextual model, quality of dating relationship moderated the influence of positive and negative social control on hiding unhealthy behavior.     

The Dimensionality and Well-being Related Correlates of Work Locus of Control

Abstract

Theoretical and empirical developments with the locus of control construct demonstrate that it is a context-specific multidimensional construct that has implications for stress and well-being. In this paper, the multidimensionality of work-specific locus of control is explored by subjecting Spector's work locus of control scale to principal components analysis. Using samples of 221 university staff and 399 accountants, a two-dimensional structure was uncovered; external agents control and personal control. Correlations with constructs that have been theoretically and empirically associated with locus of control indicate slightly divergent results for the two dimensions, thus demonstrating the importance of treating locus of control as a domain-specific multidimensional construct. In addition, test-retest data with a subsample of 246 accountants suggested that work locus of control may be thought of as a state rather than trait measure.     

学前儿童努力控制的发展轨迹与父母养育的关系：一项多水平分析

通过3年追踪研究, 采用问卷法考察了474名学前儿童努力控制发展变化的轨迹, 以及初始父母养育方式对其发展水平和发展速率的影响。多水平分析的结果表明：(1)学前儿童的努力控制呈线性增长, 其发展水平和增长速度均存在明显的个体差异, 努力控制初始水平较高的儿童, 其增长速度也较快。(2)初始的父母鼓励与接纳对儿童努力控制的最后发展水平有促进作用, 而父母的拒绝与惩罚则起反作用。(3)父亲鼓励与接纳能加速儿童努力控制的平均增长速率, 而母亲鼓励与接纳则会延缓其平均增长速率。(4)初始的父亲养育方式可分别解释儿童努力控制发展水平和发展速率10%和2%的变异, 初始的母亲养育方式可分别解释其14%和3%的变异, 父母养育方式累计可分别解释其19%和10%的变异。     

家庭游戏中的母亲控制策略与儿童顺从行为

以42个3岁儿童及其母亲为被试,考察在家庭自由游戏中母亲的控制策略和儿童的顺从行为之间的关系。结果表明：（1）在亲子交往中,母亲使用直接命令的频次最多,间接命令次之,否定控制最少。（2）3岁儿童对母亲控制的顺从率为56．1％;在儿童的不顺从行为中,无技巧不顺从占优势,其中消极不顺从的频次最多。（3）母亲的弱控制策略与儿童的顺从行为相关最高;强控制策略与儿童的无技巧不顺从相关最高。（4）在儿童不顺从时,母亲的弱控制策略容易导致儿童的顺从行为,强控制策略则容易导致儿童的情境性顺从行为。     

Psychological Control Associated with Youth Adjustment and Risky Behavior in African American Single Mother Families

A distinction between parental behavioral control and psychological control has been elucidated in the literature, yet far less is known about the role of psychological control in youth adjustment broadly or risky behavior in particular. We examined the interrelationship of maternal psychological control, youth psychosocial adjustment, and youth risk behaviors among African American single mother-youth (11–16-year old) dyads (n = 194), families in which youth are more vulnerable to adjustment problems and risky behavior than Caucasian youth or youth from intact homes. Higher levels of maternal psychological control were associated with increased youth psychosocial adjustment problems as well as increased youth risk behavior, after statistically controlling for one domain of behavioral control, parental knowledge about a child’s whereabouts and activities. Furthermore, youth externalizing problems mediated the relation between psychological control and risk behavior. The findings suggest that parenting programs targeting risk behavior among African American youth may benefit from including psychological control among the parenting dimensions that are targeted.     

Perceived control and health

Perceived control (PC) is defined as thebelief that one can determine one’s own internal states and behavior, influence one’s environment, and/or bring about desired outcomes. Two important dimensions of PC are delineated: (1) whether the object of control is located in the past or the future and (2) whether the object of control is over outcome, behavior, or process. A variety of constructs and measures of PC (e.g., efficacy, attribution, and locus of control) are discussed in relation to these dimensions and selected studies are reviewed. The issues, controversies, and limits of the research on perceived control and health are addressed in terms of the antecedents and consequences of perceived control. Investigations should clearly conceptualize the object of perceived control, use measures that match the conceptualization, and when attempting to manipulate control, directly measure perceived control. The relation between PC and health outcomes is complex, and different aspects of PC may interact to affect health outcomes.     

Parenting Practices and Adolescent Internalizing and Externalizing Problems: Moderating Effects of Socially Demanding Kin Relations

Association of socially demanding kin relations, mother’s emotional support, behavioral control/monitoring, family organization and psychological control with adolescent’s internalizing and externalizing problems were assessed in 200 economically disadvantaged, African American mothers and adolescents. Demanding kin relations and mother’s psychological control were positively associated with adolescent’s internalizing problems. Demanding kin relations also moderated the association of control/monitoring, family organization, and psychological control, with internalizing. For mothers with more demanding kin relations, increased control/monitoring was associated with increased adolescent internalizing. In comparison, increased control/monitoring was associated with decreased adolescent internalizing for mothers with less demanding kin relations. Negative association of family organization with internalizing was more apparent for mothers with more compared to less demanding kin relations. Positive association of mother’s psychological control with internalizing was more apparent for mothers with more compared to less socially demanding kin relations. Demanding kin relations and mother’s psychological control were positively associated with adolescent’s externalizing problems. Mother’s emotional support and family organization were negatively associated with externalizing. Also, negative association of family organization with externalizing was more apparent for families with more compared to less demanding kin relations. The need for research on the factors associated with negative relation with kin was discussed.     

Diabetes distress,illness perceptions and glycaemic control in adults with type 2 diabetes

The emotional distress associated with adjusting to and living with diabetes has been termed diabetes distress. Diabetes distress is associated with glycaemic control but interventions to reduce diabetes distress have failed to consistently improve diabetes control. Various illness perceptions have previously been linked with both diabetes distress and glycaemic control but interrelationships between these features have not been previously investigated. We hypothesised that illness perceptions mediate the relationship between diabetes distress and glycaemia. Participants with type 2 diabetes attending diabetes outpatient clinics (n = 84) provided demographic and clinical information and completed the Diabetes Distress Scale-17 and the Brief Illness Perceptions Questionnaire. Using regression analysis we demonstrated that the illness perceptions of personal control, regimen-related distress, socioeconomic status and insulin use were significant contributors in the final model predicting HbA_1c. Higher levels of personal control were associated with better glycaemic control. Conversely, regimen-related distress was associated with hyperglycaemia. Mediation analyses showed that the relationship between regimen-related distress and HbA_1c was mediated by personal control. Our work suggests that psychological interventions designed to reduce diabetes distress may be more efficacious in improving glycaemic control if they address an individual’s perception of personal control.     

The control of death and the death of control: The effects of mortality salience,neuroticism, and worldview threat on the desire for control

Two studies were designed to examine whether neuroticism would moderate the effect of mortality salience on desire for control. In Study 1, participants completed a neuroticism scale, contemplated their mortality or a control topic, and then completed a desire for control scale. Results indicated that those low in neuroticism evidenced an increase in desire for control following mortality salience whereas those high in neuroticism showed decreased desire for control. Study 2 used a 2 (neuroticism level) ×2 (worldview threat) ×2 (mortality salience) design to examine whether confident faith in a belief system is responsible for the increased desire for control among low neuroticism participants. Here results indicated that if participants scoring low in neuroticism were confronted with a threat to their worldview and were then reminded of their death, they showed reduced desires for control. Discussion focuses on the implications of these results for understanding the relationship between neuroticism, desire for control, and terror management processes.     

Schedules using noxious stimuli. II: low intensity electric shock as a discriminative stimulus

The presence or absence of pulses of low intensity electric shock was used as a discriminative stimulus to control responding under fixed ratio reinforcement in the squirrel monkey. Initially brief periods of nonreinforcement were lengthened only when discriminative control was evident. Discriminative control was studied by (1) varying the duration of nonreinforcement periods; (2) reversing the stimulus conditions correlated with reinforcement and nonreinforcement periods; and (3) determining the minimum shock intensity necessary to maintain discriminative control. Stimulus control was not reliably affected by d-amphetamine, chlorpromazine, or morphine. The discriminative control by pulses of low intensity electric shock was similar to that by other discriminative stimuli, except that the control developed slowly and was better when the pulsing shock was correlated with reinforcement than when correlated with nonreinforcement.