Heuristic principles and cognitive bias in decision making: Implications for assessment in school psychology

Research has indicated that the diagnoses and classification decisions made by professionals are often unreliable. People employ several heuristic strategies when making decisions under conditions of uncertainty. Use of these heuristics can have a detrimental effect on the decision-making process. This paper describes factors that may bias psychoeducational decision making and discusses three heuristic principles that affect decision making. The means by which school psychologists can be made aware of these heuristic principles and encouraged to consider them when making psychoeducational decisions are discussed. Other methods by which bias in the psychoeducational process can be reduced, including the use of statistical and actuarial-based assessment systems, the multitrait multimethod approach to multifactored assessment advanced by Gresham (1983), and direct instruction in reasoning and decision making are also discussed.     

The veridicality of punitive childhood experiences reported by adolescents and young adults

OBJECTIVE: The primary goal of the present research was to determine whether retrospective reports of childhood disciplinary experiences and perceptions of that discipline correspond to actual childhood events and whether the accuracy of that report was influenced by the affective state of the respondent. METHOD: Eighty-three adolescent and young adult males completed a retrospective measure of physical child maltreatment, Assessing Environments (AEIII), and the Brief Symptom Inventory (BSI). As children the participants had been observed naturalistically in their homes interacting with their parents an average of 10 years earlier. RESULTS: Analyses were consistent with the hypothesis that both current mood and actual observations of parent-child interactions during childhood predict self-reported recollections of childhood maltreatment by one's parents. Further the veridicality of such recollections appears to depend upon the objective specificity versus the perceptive nature of the questions used to elicit the recollections. CONCLUSIONS: The findings suggest that assessment instruments suitable for obtaining information regarding earlier childhood victimization must utilize behaviorally specific items. Thus, items that are either global or intimate a normative comparison should be avoided.     

Development of decision making in school-aged children and adolescents: evidence from heart rate and skin conductance analysis

Age differences in decision making indicate that children fail to anticipate outcomes of their decisions. Using heart rate and skin conductance analyses, we tested whether developmental changes in decision making are associated with (a) a failure to process outcomes of decisions, or (b) a failure to anticipate future outcomes of decisions. Children aged 8-10, 12-14, and 16-18 years performed the Hungry Donkey task, a child version of the Iowa Gambling Task, while heart rate and skin conductance activity were continuously recorded. Children aged 16-18 learned to make advantageous choices over task blocks faster than the two younger age groups. Age differences were present for anticipation-related autonomic activity but not outcome-related autonomic activity. The results are interpreted vis-à-vis models of prefrontal cortex maturation.     

Childhood maltreatment: A predictor of mental health problems among adolescents and young adults

Child maltreatment is a risk factor for detrimental effects on mental health that may extend to adulthood. This study aimed to examine the association between exposure to childhood maltreatment, socio-demographic factors, and students’ mental health status and self-esteem. A cross-sectional study enrolled a representative sample of 1270 students from Kuwait University. An anonymous self-administered questionnaire included students’ socio-demographic characteristics, history of exposure to childhood physical and/or emotional maltreatment, DASS-21 to assess mental health status, and Rosenberg self-esteem scale was used. Chi-square test and binary logistic regression models were applied. The study found that among participants, 49.6%(95% CI: 64.8%–52.4%), 63.0%(95% CI: 60.3%–65.7%), and 43.8%(95% CI: 41.1%–46.6%) reported having depression, anxiety, and stress respectively. Moreover, 22.5%(95% CI: 20.1%–24.8%) and 18.6%(95% CI:16.5%–20.9%) reported childhood physical and emotional maltreatment, respectively; while 12.7% reported both. Multivariate analysis revealed that experiencing childhood physical and emotional maltreatment were independent contributors to reporting depression and anxiety; while exposure to only emotional maltreatment contributed to reporting stress. Gender, GPA, childhood enrollment in private/public schools, number of close friends, were other contributors to mental health problems. Participants’ median score of self-esteem was 17/30, and only childhood emotional maltreatment was a significant predictor to low self-esteem after adjustment for other confounders. Mental health problems, and experiencing childhood physical and emotional maltreatment were prevalent relatively high among university students. Childhood corporal and emotional maltreatment were independent predictors to adolescents and young adults’ mental health problems. Experiencing childhood emotional maltreatment predicted low self-esteem. Further research to assess culture factors associated with childhood maltreatment is recommended.     

Strategic decision making in higher education

One of the main objects of the recently developed policy for Dutch higher education regards the creation of a more diversified higher education system with flexible and adaptive institutions. The nature of the proposed system should, among other things, reveal itself in meaningful and discriminating institutional profiles, based on strategic institutional choices. This article reflects on the degree to which these objects are realized. After the introduction of the new planning system in Dutch higher education, the article deals with the possibility of strategic planning in higher education institutions in general. Three different, but not necessary independent, models are distinguished: the linear strategy model, the adaptive strategy model and the interpretive strategy model. It is argued that the latter model can be applied best to higher education institutions. Some evidence on strategic planning in Dutch higher education illustrates the practice in this field. Empirical evidence shows that the governmental aim to increase the diversity in Dutch higher education is not very successful up till now. On the contrary, it seems that various homogenizing developments emerge. The concept of institutional isomorphism helps to explain some of the problems institutions encounter when trying to formulate and implement their strategies.     

Longitudinal development of family decision making: defining healthy behavioral autonomy for middle-class African American adolescents

The development of decision-making autonomy was examined in 76 middle-class African American early adolescents (M = 13 years) and their mothers, who were followed longitudinally for 5 years. Adolescent decision-making autonomy over conventional, prudential, multifaceted, and personal issues increased over time but at different rates. Mothers viewed prudential and conventional issues as parent decisions, but adolescents increasingly viewed them as joint. Adolescents viewed multifaceted and personal issues as increasingly decided by adolescents (with parental input), whereas mothers viewed them as joint. Greater autonomy over multifaceted issues in early adolescence was associated with poorer adjustment. Controlling for background variables and earlier adjustment, increased autonomy over personal and multifaceted issues predicted less depression and better self-worth in late adolescence.     

Variables related to the decision of young adults with learning disabilities to participate in postsecondary education

This article examines the relationship between specific factors and the decision to participate in postsecondary education by young adults with learning disabilities. Data concerning 539 subjects with learning disabilities were included in this study. T test and chi square indicated that involvement in extracurricular activities while in high school, use of community resources, intelligence quotient, and reading and mathematics grade equivalent scores were important factors that differentiated between subjects choosing to participate or not to participate in postsecondary education during the year after high school. Implications and recommendations for secondary school curriculum are discussed.     

Student finance, information and decision making

Since the recent changes in the system of student finance in England, studies focusing on the impact of increased debt and the effect of the bursary system have concluded that the chances of achieving stated policy objectives in relation to widening and increasing levels of participation have been reduced. This study considers the full financial package rather than particular elements, using survey data collected soon after students are expected to apply to university. The study finds that many students do not take into account the ‘financial package’ when making decisions on whether to apply and which university to apply to. They appear to be just as ignorant of grants and loans as bursaries; a large proportion of students with a perceived family income that would have entitled them to a full or partial maintenance grant did not consider themselves eligible (42 and 53% respectively). Students seem to have got the message that going to university is costly and will leave them in debt, but in many cases they do not have the information on what may moderate the costs for them. It will only be possible for policy to work if support can be provided that effectively influences the decision heuristics of students.     

Leadership decision making and the use of data

Intelligence gathering, or data collection, is a preliminary and critical stage of decision making. Two key approaches to intelligence gathering are “discovery” and “idea imposition.” The discovery approach allows us to learn about possibilities by gathering intelligence in order to identify and weigh options. The idea imposition approach limits intelligence gathering and focuses resources on promoting a solution. The purpose of this study is to explore the intelligence‐gathering stage of organizational leaders during decision making from both of these perspectives and to begin to identify themes as they relate to the data considered, types of decisions and outcomes sought, and level of confidence in decision‐making success.     

Factors promoting and hindering data-based decision making in schools

Although data-based decision making can lead to improved student achievement, data are often not used effectively in schools. This paper therefore focuses on conditions for effective data use. We studied the extent to which school organizational characteristics, data characteristics, user characteristics, and collaboration influenced data use for (1) accountability, (2) school development, and (3) instruction. The results of our hierarchical linear modeling (HLM) analysis from this large-scale quantitative study (N = 1073) show that, on average, teachers appear to score relatively high on data use for accountability and school development. Regarding instruction, however, several data sources are used only on a yearly basis. Among the factors investigated, school organizational characteristics and collaboration have the greatest influence on teachers’ data use in schools.     

Young people's involvement in service evaluation and decision making

This study examined young people's decision making on issues that affect their lives: bullying in different contexts (e.g., family, peer groups, school) and their involvement in evaluating the availability and effectiveness of support services (e.g., disability, care). Key aims of this study were to offer young people a platform to evaluate existing services and make recommendations towards their improvement, and to discuss ways of tackling bullying at school. Focus groups were formed with 54 young people who had experienced challenges due to bullying, learning difficulties/disabilities, and caring responsibilities for family members with disabling conditions, and discussions about services and decision making on issues that affect their lives were facilitated. The findings point to a sense of agency in young people's lives with regard to evaluating and negotiating services and offering suggestions for their improvement within their family and peers. However, in their view, their decisions regarding bullying exerted limited influence within the school context. These results raised interesting issues about young people's capacity to evaluate services and the contextual influences on their involvement in decision making.     

Data-based decision making in teams: enablers and barriers

ABSTRACT

Data use is becoming more important in higher education. In this case study, a team of teachers from a teacher education college was supported in data-based decision making by means of the data team procedure. This data team studied the reasons why students drop out. A team's success depends in part on whether the team is able to develop and apply new knowledge based on data. To investigate this, we focused on the depth of inquiry within the data team's conversations, because successful teams discuss data in depth. We observed the data team for 2 years, investigating factors that affected the depth of the conversations in the data team. The results show that depth was influenced by factors related to data and data systems (such as access to relevant data), individual factors (such as belief in data use), and organisational factors (guidance from the data coach).