The relationship between perceived stress and job burnout of police officers during the COVID-19 pandemic: the mediating role of social support, sleep quality and resilience by Xuyu Chen, Yi Xu, Qi Zhang, Hongwei Huang, Xiaodong Tan, Yang Yang

“…The structural equation model (SEM) was performed to adjust the model fitting. Results 2125 eligible participants were included. …”
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Machine learning algorithms in constructing prediction models for assisted reproductive technology (ART) related live birth outcomes by Junwei Peng, Xiaoyujie Geng, Yiyue Zhao, Zhijin Hou, Xin Tian, Xinyi Liu, Yuanyuan Xiao, Yang Liu

“…Considering the simplicity of model fitting, we recommend the logistic regression model as the best predictive model for live birth. …”
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The trajectory of changes in cognitive frailty and factors influencing it in elderly patients with cerebral infarction by Shengnan Xu, Qin Liang, Li Zhang, Shihua Liu

“…[Objective] The trajectory of cognitive frailty in elderly patients with cerebral infarction was analyzed, and the influencing factors were discussed. [ Methods] A total of 100 elderly patients with cerebral infarction hospitalized in Suzhou Hospital of Anhui Medical University from January to September in 2023 were selected for the study.Clinical data were collected on the patients, and cognitive frailty was assessed using the Frailty Screening Scale and the Montreal Cognitive Assessment Questionnaire (MoCA) at the time of admission and 1, 3, 6 months after treatment.Failty score ≥3 scores and MoCA <26 scores were defined as cognitive fraily.Potential categories of cognitive frailty change trajectories were identified by latent category growth modeling, and multifactorial logistic regression analyzed the factors influencing patients' cognitive frailty change trajectories. [ Results] The trajectory of cognitive frailty change in elderly patients with cerebral infarction identified by model fitting can be categorized into a group with a persistently low level of frailty (30 cases), a group with a slow rise in frailty (52 cases), and a group with a persistently high level of frailty (18 cases).Multifactorial logistic regression analysis showed that older age, poor sleep quality, and the number of comorbid chronic diseases > 4 were all risk factors for the development of persistent low levels of cognitive frailty into a slow rise in cognitive decline in elderly patients with cerebral infarction (P<0.05), Higher body mass index and high self-care ability were both protective factors for the development of persistent low levels of cognitive decline into a slow rise in cognitive decline in elderly patients with cerebral infarction (P<0.05).Older age, poor sleep quality and the number of comorbid chronic diseases >4 were risk factors for the progression of persistent low levels of cognitive decline to persistent high levels of cognitive decline in elderly patients with cerebral infarction (P < 0.05), and higher self-care ability were protective factors for the progression of persistent low levels of cognitive decline to persistent high levels of cognitive decline in elderly patients with cerebral infarction (P < 0.05). …”
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Advancing Objective Mobile Device Use Measurement in Children Ages 6–11 Through Built-In Device Sensors: A Proof-of-Concept Study by Olivia L. Finnegan, R. Glenn Weaver, Hongpeng Yang, James W. White, Srihari Nelakuditi, Zifei Zhong, Rahul Ghosal, Yan Tong, Aliye B. Cepni, Elizabeth L. Adams, Sarah Burkart, Michael W. Beets, Bridget Armstrong

“…A train-test split of 80%–20% was used for model fitting. Model performance was evaluated using F1 score, accuracy, precision, and recall. …”
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A Test-Retest Study of Single- and Multi-Delay pCASL for Choroid Plexus Perfusion Imaging in Healthy Subjects Aged 19 to 87 Years by Zixuan Liu, Qinyang Shou, Kay Jann, Chenyang Zhao, Danny JJ Wang, Xingfeng Shao

“…These findings underscore the robustness of multi-delay ASL with model-fitting quantification in assessing ChP perfusion, making it the preferred method for accurate CBF and ATT estimation, particularly in regions with prolonged transit time such as ChP.…”
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Presenting the indigenous model of organizational self-leadership with an emphasis on training in non-governmental organizations by Sajad Ghoreishi, abbas abbaspour, Mostafa Niknami, Morteza Taheri

“…In order to analyze the data in the quantitative part of the research, model fitting based on the structural equation model was used through Smart-PLS software. …”
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The effect of intellectual capital and strategic leadership on organizational citizenship behavior with the moderating role of employees' professional ethics by seyed reza mousavifard

“…The results of structural equation modeling and model fitting showed that intellectual capital predicts changes in organizational citizenship behavior by 46%. …”
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Determination of Zinc Requirement in Suckling Calves using Some Non-Linear Models by Mohammad Javad Elyasi, Khalil zaboli

“…Based on the quadratic broken line model fitting, there was no statistically significant association between the Zn requirement for calves and their dry matter intake. …”
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Confirmatory Factor Analysis of the Hip Disability and Osteoarthritis Outcome Score (HOOS) and Associated Sub-scales by Emilie N. Miley, Madeline P. Casanova, Scott W. Cheatham, Lindsay Larkins, Michael A. Pickering, Russell T. Baker

“… # Purpose The primary study objectives were to: (1) assess model fit and psychometric properties of the original 40-item HOOS scale, (2) assess model fit of the HOOS-JR, (3) assess model fit of the HOOS-PS, and (4) assess model fit of the HOOS-12. …”
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Nonlinear modeling of oral glucose tolerance test response to evaluate associations with aging outcomes. by Grant Schumock, Karen Bandeen-Roche, Chee W Chia, Rita R Kalyani, Luigi Ferrucci, Ravi Varadhan

“…These recommendations include: (1) defining a constrained parameter space that ensures biologically plausible model fits, (2) evaluating the relative discrepancy between predicted and observed responses of biological interest, and (3) identifying model fits that have notably poor model fit summary measures, such as [Formula: see text], relative to other fits in the cohort. …”
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A Structural Equation Model For Adopting Additive Manufacturing in the Footwear Firms Supply Chains by Tekalign Lemma, Endalkachew Mosisa Gutema, Hirpa G. Lemu, Mahesh Gopal

“…Results: The confirmatory factor analysis test result revealeld that measurement and structural equation model fit test fulfill the model fit test requirements, i.e. χ2/df < 5, CFI, GFI and TLI > 0.9, RMR and RMSEA < 0.08. …”
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Translation and cultural adaption of MacLeod Clark professional identity scale among Chinese therapy students. by Xiaoyi Shu, Chun Feng, Chak-Lam Ip, Xin Zhang, Nan Yang, Shibo Li, Jia Han, Weibing Wu, Alec Knight

“…EFA indicated a two-factor structure with acceptable model fit (CFI = 0.978; TLI = 0.968; SRMR = 0.033; RMSEA = 0.063). …”
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The social media scale for depression in adolescence by Eve Twivy, Daniel Freeman, Ciorsdan Anderson, Bao Sheng Loe, Felicity Waite

“…These factors formed a 15-item short-form SMS, which had an excellent model fit. Social comparison and Passing time on social media had the strongest associations with depression and may be targets for future psychological interventions.…”
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Psychometric properties and gender invariance of the Work-related Acceptance and Action Questionnaire (WAAQ) in the Italian context by Angela RUSSO, Andrea ZAMMITTI, Giuseppe SANTISI, Paola MAGNANO

“…Study 2 demonstrated a good model fit of the 7-item scale in the Italian context. …”
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Pengembangan Instrumen Keterampilan Berpikir Kritis pada Pembelajaran Matematika SMA by Budi Harjo, Sudarmadi Putra, Kafin Jaladri, Joko Subando

“…Research Implications – The developed instrument effectively measures critical thinking skills in mathematics learning, meeting the criteria for a robust assessment tool with strong validity, reliability, and model fit. It is recommended for broader implementation in educational settings. …”
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Application of the Zimm-Bragg Model to the Removal of Azo Dyes with Pectin by Juan Antonio Lozano-Álvarez, Juan Jáuregui-Rincón, Iliana E. Medina-Ramírez, Rogelio Salinas-Gutiérrez, Jorge Martín Alférez Chávez, Guadalupe Javier Araiza-Arvilla

“…These results suggest that the use of Pec is a viable option to remove azo dyes from aqueous effluents and that the Zimm-Bragg model fits adequately the isotherms of dyes that have a high tendency to form aggregates.…”
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Psychometric Properties of the Dental Activities Test: An Exploratory Factor Analysis in Older Adults with Cognitive Impairment by Xi Chen, Wen Liu

“…A one-factor model demonstrated acceptably mixed model fit, and a two-factor model had good model fit with moderate correlation between the two factors (r=0.667, p<0.05). …”
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Content-based effective event matching algorithm by CHEN Ji-ming1, JU Shi-guang1, PAN Jin-gui2, ZOU Zhi-wen1, GONG Zhen-yu2

“…Based on the study of characteristics of the distributed virtual environment and current event matching algo-rithms,a content-based effective event matching（CEEM） algorithm was proposed.By considering the efficiency of both subscription processing and event matching,this algorithm can solve the symmetric event matching efficiently,so as to make the content-based publish/subscribe model fit the virtual environment better.Finally,experiments and performance analysis show that CEEM is both practical and effective.…”
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Measurement properties of the Minimal Insomnia Symptom Scale (MISS) among cardiac arrest survivors – A Rasch evaluation study by Patrik Hellström, Johan Israelsson, Erik Blennow Nordström, Carina Hjelm, Anders Broström, Peter Hagell, Kristofer Årestedt

“…The MISS exhibited acceptable model fit and targeting, with no disordered thresholds or DIF for age, sex, or place of arrest. …”
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The psychometric properties of the child anxiety and depression life interference scale (CADLIS) by Maddison O’Gradey-Lee, Alana Jones, Esther Gandhi, Heidi Lyneham, Ronald M. Rapee, Jennifer L. Hudson

“…The one-factor model demonstrated better model fit. The proposed three-factor model for the CADLIS-P was not supported, instead, an exploratory factor analysis found a two-factor model differentiating life interference into child and parent life interference a better model fit. …”
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