Event Forecasting in Organizational Networks: A Discrete Dynamical System Approach by Piotr Śliwa

“…An implementation of the proposed model, based on a decision tree classifier, achieved a prediction accuracy of 87% on a longitudinal data sample and thus demonstrated the practical usability of the model.…”
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How Much Do New Early Educators Improve Over Time? Tracking Improvement Trajectories Among Early Educators in Louisiana by Laura Bellows, Anna Shapiro, Anna J. Markowitz, Daphna Bassok

“…We used both cross-sectional data—similar to the data used in prior small studies—and longitudinal data that allowed us to track the improvement trajectories of individual teachers over a 3-year period. …”
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A Novel Massive Big Data Analysis of Educational Examination Research Using a Linear Mixed-Effects Model by Jing Zhao, Yiwen Wang

“…To further solve the problems of storage bottlenecks and excessive calculation time when calculating estimators under two different formats of massive longitudinal data, an examination data analysis and evaluation method based on an improved linear mixed-effects model is proposed in this paper. …”
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Opportunities, challenges, and difficulties in NMR-based metabolomics applied to neovascular age-related macular degeneration (nAMD) patient follow-up by M. Schoumacher, M. Schoumacher, V. Lambert, M. Campas, P. Blaise, B. Locht, M. Thys, E. Duchateau, E. Cavalier, E. Cavalier, J.-M. Rakic, A. Noël, P. de Tullio, P. de Tullio

“…Both multivariate and univariate statistical approaches tailored for longitudinal data were employed to identify biomarkers correlating metabolomic changes with ocular alterations during disease progression.Results and DiscussionDespite a rigorous analytical workflow enabling precise quantification of over 60 metabolites and the application of advanced statistical tools for longitudinal data, achieving consistent results across the cohort proved challenging. …”
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Reconstructing a Longitudinal Dataset for Tasmania by Trudy Cowley, Lucy Frost, Kris Inwood, Rebecca Kippen, Hamish Maxwell-Stewart, Monika Schwarz, John Shepherd, Richard Tuffin, Mark Williams, John Wilson, Paul Wilson

“…This article describes the formation of The Tasmanian Historical Dataset a longitudinal data resource spanning the 19th and early 20th century. …”
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Weavers, embroiderers, and armadoras in Yucatan: New and old work classes at home by Jimena Méndez-Navarro, María de Jesús Ávila-Sánchez

“…This research is complemented by analyzing the longitudinal data of surveys about work from home, narrowing down on the textile economic sector. …”
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Construction of the Finnish Army in World War II Database by Ilari Taskinen

“…The main part of the database consists of men's military careers, comprising longitudinal data on their positions in society and in the army (e.g., civilian/conscript/frontline service), military unit, military branch, task, rank, and service class. …”
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Longitudinal exploration of cancer-related cognitive impairment in patients with newly diagnosed aggressive lymphoma: protocol for a feasibility study by Vincent Dore, Christopher C Rowe, Meinir Krishnasamy, Haryana Dhillon, Adam K Walker, Karla Gough, Priscilla Gates, Carlene Wilson, Eliza Hawkes, Yuliya Perchyonok, Janette L Vardy, Michiel de Ruiter

“…The primary intent of analysis will be to assess the feasibility of collecting longitudinal data on cognition using subjective reports and objective tasks from patients during treatment and recovery for lymphoma. …”
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Straight Jacket: The Implications of Multidimensional Sexuality for Relationship Quality and Stability by Yue Qian, Yang Hu

“…By analyzing nationally representative longitudinal data collected between 2017 and 2022, we show that identity/attraction–partnership inconsistency is common among U.S. adults, ranging from 2 percent of men in different-sex partnerships to 41 percent of women in same-sex partnerships. …”
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The Transition "School-University": Predictors of Academic Performance of First-year Students by Tatyana Saprykina

“…On the other hand, in Russia there are almost no studies which have examined this association on national representative samples and using longitudinal data. The presupposition of this study is the notion that educational outcomes of students, among other things, meaningful manner associated with characteristics of learning in high school. …”
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AI-assisted discovery of quantitative and formal models in social science by Julia Balla, Sihao Huang, Owen Dugan, Rumen Dangovski, Marin Soljačić

“…By extending neuro-symbolic methods to find compact functions and differential equations in noisy and longitudinal data, we show that our system can be used to discover interpretable models from real-world data in economics and sociology. …”
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Explaining the influence of biophilic design on employee well-being by Carmen Valor, Raquel Redondo, Isabel Carrero

“…To expand our understanding of why and for whom indoor nature exposure increases well-being, the aim of this study was to evaluate vigor as a mediator and to examine whether nature relatedness is a direct antecedent of nature exposure or a moderator of the relationship between exposure to nature and vigor. Based on longitudinal data obtained from a two-wave panel design with white-collar workers in open-plan offices (Study 1, n = 345; Study 2, n = 291), using a rival model strategy and two dependent variables, i.e., job well-being and overall well-being, this study revealed that nature relatedness is a direct antecedent of nature exposure and that vigor mediates the relationship between nature exposure and the examined outcomes. …”
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Evaluation of the Effectiveness of a Positive Youth Development Program for Secondary Students in Macau by Andrew L. Luk, K. M. Leong, Annah M. L. Au

“…The subjective outcome evaluations including participants' perceptions of the program, program instructors, benefits from the program, and overall satisfaction were positive. Although the longitudinal data from the objective outcome evaluation did not show any notable improvement, the overall effect of the program was found to be positive to the new comers in the junior secondary years. …”
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Effectiveness of the Tier 1 Program of Project P.A.T.H.S.: Findings Based on Three Years of Program Implementation by Daniel T. L. Shek, Rachel C. F. Sun

“…Utilizing the six-wave longitudinal data, ANCOVA, and linear mixed models controlling for differences between the two groups in terms of Wave 1 pretest scores, personal variables, and random effects of schools, it was revealed that participants in the experimental schools showed significantly better development than did participants in the control schools at post-test (Wave 6) based on different indicators of positive youth development derived from the Chinese Positive Youth Development Scale and other measures. …”
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THE TRANSITION “SCHOOL – UNIVERSITY”: PREDICTORS OF ACADEMIC PERFORMANCE OF FIRST-YEAR STUDENTS by T. A. SAPRYKINA

“…On the other hand, in Russia there are almost no studies which have examined this association on national representative samples and using longitudinal data. The presupposition of this study is the notion that educational outcomes of students, among other things, in a meaningful manner are associated with characteristics of learning in higher school. …”
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Simple Sources for Complex Problems. Where Did Californians Come From in 1940? by Myron P. Gutmann

“…This essay is about one approach that derives from a source that does not offer all that is possible with linked longitudinal data, but that nonetheless has significant value. …”
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Teachers’ and Parents’ Assessments of Primary School Children’s Intellectual Investment as Predictors of Change in Need for Cognition by Anke Hufer-Thamm, Rolf Jürgens, Sebastian Bergold, Ricarda Steinmayr

“…The parents (<i>N</i> = 452) provided the data in 2021. Longitudinal data were analyzed by means of latent change score models (LCSMs). …”
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REVIEW OF CONSTRUCTION MANAGEMENT AND ECONOMICS RESEARCH OUTPUTS IN NIGERIA: TOWARDS A SUSTAINABLE FUTURE by Obuks Augustine EJOHWOMU, Olalekan Shamsideen OSHODI

“…This article aims to unpack the question by evaluating three (3) decades of longitudinal data into construction management and economics research across seven (7) foremost Nigerian universities. …”
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Can intelligent virtual assistants improve cognitive function in older adults? A two-wave mediation study by Tianxin Cai, Shilong Ma, Renyao Zhong

“…Methods This study utilized nationally representative longitudinal data from 2018 to 2020, including a sample of 8343 older adults aged 60–80. …”
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The Impact of Housing Vulnerability on the Relationship Between Social Capital, Residential Satisfaction, and Attitudes Toward Disadvantaged Groups in South Korea by Sungeun Kim, Seran Jeon

“…Future research should explore other dimensions of vulnerability and utilize longitudinal data to assess long-term impacts.…”
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