Anthropometrics, physical fitness, and sport-specific performance of young German canoe sprint athletes (U13-U17) to predict senior performance level: a machine-learning approach. [PDF]
Saal C +5 more
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Comparing manual vs. automated machine learning and deep learning models for predicting one-year mortality in elderly hip fracture patients. [PDF]
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Importance-Performance Analysis Based on Text Mining
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FeSseqdb: a curated sequence-level database and interpretable machine learning framework for identifying iron-sulfur proteins. [PDF]
Min J, Brooks BR, Amin M.
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A critical evaluation of importance–performance analysis
Tourism Management, 2013Abstract This study is a methodological evaluation of studies on importance and performance measurement, and importance–performance analysis (IPA) which has gained widespread acceptance in the hospitality and tourism research. A synthesis of IPA literature on conceptual and measurement issues is presented with a view to identifying and mitigating ...
Robert Nash
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A consideration of normality in importance–performance analysis
Current Issues in Tourism, 2015It is widely believed that results of research are only valid when the distribution of data is relatively normal. However, most previous importance–performance analysis (IPA) studies have not considered the assessment of data normality. The aim of this study is to evaluate the importance of the normality assumption in IPA studies.
Ivan Ka Wai Lai, Michael Hitchcock
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Enhancing importance‐performance analysis
International Journal of Productivity and Performance Management, 2006PurposeThe interpretation of the importance/performance map is based on an assumption of independence between importance and performance but many studies question the validity of this assumption. The aim of this research is to develop a new typology for job satisfaction attributes as well as a new importance/performance map that can be an aid for ...
Jacob K. Eskildsen, Kai Kristensen
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Importance-Performance Analysis
Journal of Marketing, 1977An easily-applied technique for measuring attribute importance and performance can further the development of effective marketing programs.
John A. Martilla, John C. James
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Rejuvenating Importance-Performance Analysis
Journal of Service Management, 2011Importance-performance analysis (IPA) is a simple marketing tool commonly used to identify the main strengths and weaknesses of a value proposition. This study proposes a revision of traditional IPA prompted by intuitions arising from the three-factor theory of customer satisfaction.
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