Experts and Expertise in Organizations: An Integrative Review on Individual Expertise

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Abstract
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Experts and expertise contribute to consequential organizational decisions from recruitment to CEO succession, but these constructs are inconsistently operationalized and poorly understood. To better explicate how experts and expertise function in organizations, we first conduct an integrative review of the general literature to describe what is known about these phenomena in cognitive science, psychology, and the clinical and technical professions. This review of the general literature indicates that expertise represents domain-specific hierarchical knowledge structures developed by an individual over time. The quality of the individual's domain-related education, training, and opportunities for practice and learning affects the level of expertise acquired. We then review what is known about experts and expertise in organizations. Many organizational studies on expertise focus on an individual's years of experience rather than the nature of that experience or its contribution to expertise. Conflating expertise with years of experience generally leads to less consistent effects on performance than operationalizing expertise in terms of individual cognitive processes, knowledge, and capabilities. Findings from organizational studies that do assess expertise are in line with the general literature, indicating that the quality of practice and learning experiences are particularly important in developing expertise. We then offer ways for scholars to better study how expertise functions in organizations and conclude by developing implications for practice.

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Family Education in Exclusive Breastfeeding: Husband's Knowledge and Attitude in Supporting Breastfeeding Women
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Objective: In Indonesia, breastfeeding rates are relatively low, even though the benefits of exclusive breastfeeding are widely acknowledged. In 2022, just 67.96% of Indonesians were exclusively nursing, according to a WHO assessment. One of the numerous causes of this low number is the husband's lack of support. For exclusive breastfeeding to be successful, the husband's support is essential. When a spouse accepts and supports his wife's decision to exclusively breastfeed, it might be beneficial for nursing mothers. This study aimed to determine the relationship between the attitudes and knowledge of husbands on exclusive breastfeeding. Method: This study sought to ascertain how husbands' attitudes and knowledge about exclusive breastfeeding related to each other. This cross-sectional survey design, a quantitative correlational study, employed 106 samples. The data was analyzed using the chi-square test, and the results indicated a significant (p <0.05) relationship between the husband's skill and exclusive breastfeeding. One hundred six samples were used in this cross-sectional survey design, which was a quantitative correlational investigation. Results: The chi-square test was performed to analyze the data, and the findings showed a significant correlation (p <0.05) between exclusive breastfeeding and the husband's expertise. Up to 95.7% of respondents knew much about exclusive breastfeeding, compared to 47.5% who did not. The analysis indicated a substantial (p <0.05) correlation between exclusive breastfeeding and the husband's attitude. Novelty: This research is unique in that it focuses on spouses or couples.

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All Your Base Are Belong to Us: The Urgent Reality of Unproctored Testing in the Age of LLMs
  • Mar 4, 2025
  • International Journal of Selection and Assessment
  • Louis Hickman

ABSTRACTThe release of new generative artificial intelligence (AI) tools, including new large language models (LLMs), continues at a rapid pace. Upon the release of OpenAI's new o1 models, I reconducted Hickman et al.'s (2024) analyses examining how well LLMs perform on a quantitative ability (number series) test. GPT‐4 scored below the 20th percentile (compared to thousands of human test takers), but o1 scored at the 95th percentile. In response to these updated findings and Lievens and Dunlop's (2025) article about the effects of LLMs on the validity of pre‐employment assessments, I make an urgent call to action for selection and assessment researchers and practitioners. A recent survey suggests that a large proportion of applicants are already using generative AI tools to complete high‐stakes assessments, and it seems that no current assessments will be safe for long. Thus, I offer possibilities for the future of testing, detail their benefits and drawbacks, and provide recommendations. These possibilities are: increased use of proctoring, adding strict time limits, using LLM detection software, using think‐aloud (or similar) protocols, collecting and analyzing trace data, emphasizing samples over signs, and redesigning assessments to allow LLM use during completion. Several of these possibilities inspire future research to modernize assessment. Future research should seek to improve our understanding of how to design valid assessments that allow LLM use, how to effectively use trace test‐taker data, and whether think‐aloud protocols can help differentiate experts and novices.

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Enhancing adaptive expertise in undergraduate design education: evidence from a quasi-experimental intervention
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  • Elif Öztürk

Enhancing adaptive expertise in undergraduate design education: evidence from a quasi-experimental intervention

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Construct of Expertise Within the Context of HRD: Integrative Literature Review
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Setting the stage: reviewing current knowledge on the health of New Zealand immigrants—an integrative review
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Integrative reviews within healthcare promote a holistic understanding of the research topic. Structure and a comprehensive approach within reviews are important to ensure the reliability in their findings. This paper aims to provide a framework for novice nursing researchers undertaking integrative reviews. Established methods to form a research question, search literature, extract data, critically appraise extracted data and analyse review findings are discussed and exemplified using the authors' own review as a comprehensive and reliable approach for the novice nursing researcher undertaking an integrative literature review. Providing a comprehensive audit trail that details how an integrative literature review has been conducted increases and ensures the results are reproducible. The use of established tools to structure the various components of an integrative review increases robustness and readers' confidence in the review findings. Novice nursing researchers may increase the reliability of their results by employing a framework to guide them through the process of conducting an integrative review.

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Search IconWhat is the function of the immune system?
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Search IconCan diabetes be passed down from one generation to the next?
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