A systematic scoping review of latent class analysis applied to accelerometry-assessed physical activity and sedentary behavior. by Michael Kebede, Annie Green Howard, Yumeng Ren, Blake Anuskiewicz, Chongzhi Di, Melissa A Troester, Kelly R Evenson

“…The criteria to guide the selection of the final number of classes and model fit varied across studies, including Bayesian Information Criterion (63%), substantive knowledge (63%), entropy (50%), Akaike information criterion (50%), sample size (50%), Bootstrap likelihood ratio test (38%), and visual inspection (38%). …”
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Developing institution-specific admission competency criteria for prospective health sciences students by Eunhee Kang, Ryan Jin Young Kim, Young-Seok Park, Shin-Young Park, Jihyun Lee

“…Exploratory Factor Analysis (EFA) identified the factor structure, and Confirmatory Factor Analysis (CFA) examined construct validity and assessed the model fit with the data. Results The EFA of the 47 attributes identified 10 factors, and the CFA results indicated a good-to-acceptable level of fit for the ten-factor model. …”
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Individual patterns of anadromy determine the cost of salmon lice exposure in brown trout by K. L. Hawley, H. A. Urke, T. Kristensen, T. O. Haugen

“…We utilized simulated individual migration trajectories of facultatively anadromous brown trout (Salmo trutta) (N = 8049), generated from spatial‐temporal fjord‐use models fitted to empirical tracking data (N = 517). These trajectories were superimposed with open‐access spatial‐temporal modeled lice densities. …”
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Conceptual and empirical item hierarchies of person-centred outpatient care by Fredrik Gasser, Albert Westergren, Sidona-Valentina Bala, Joakim Ekstrand, Peter Hagell

“…The Rasch measurement model (RMM) was used to evaluate model fit and the empirical item ordering. Correspondence between the empirical and conceptually expected item hierarchies was assessed graphically and using the polyserial correlation between RMM derived item locations and their a-priori expected rank order. …”
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Factors Associated with the Severity of Stress Urinary Incontinence in Elderly Women by Suting Li, Zhi Wang, Lian Yang, Shaoying Liu, Lili Jing, Li Hong

“…The results of the Hosmer-Lemeshow test indicate that the model fits well (p = 0.37). …”
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Comparison of column adsorption processes by downflow and upflow for removal of cupric (Cu2+) ion solutions using non activated and activated charcoal from rambutan (Nephelium lapp... by Bode Haryanto, Sofyan Efendi Saragih, Hamidah Harahap, Tubagus Rayyan Fitra Sinuhaji, Vikram Alexander

“…However, the upflow adsorption breakthrough curve is more reliable as well as other modeling fittings showed higher coefficient of determination than the downflow.…”
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Entomological assessment of hessian fabric transfluthrin vapour emanators as a means to protect against outdoor-biting Aedes after providing them to households for routine use in P... by Chicoye Supreme, Obrillant Damus, Joseph Frederick, Jean-Frantz Lemoine, Christian Raccurt, Justin McBeath, Nosrat Mirzai, Sheila B Ogoma, Vincent Corbel, Daniel Impoinvil, Gerry F Killeen, Cyrille Czeher

“…<h4>Results</h4>Across all three entomological field assessments, little evidence of protection against wild Ae. aegypti was observed, regardless of weather conditions, transfluthrin formulation or emanator placement: A generalized linear mixed model fitted to the pooled data from all three assessment rounds (921 females caught over 5129 hours) estimated a relative landing rate [95% Confidence interval] of 0.87 [0.73, 1.04] for users of treated versus untreated emanators (P = 0.1241). …”
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Validation of the Arabic Version of Asthma Numeracy Questionnaire (ANQ) Among Parents of Asthmatic Children: Factor and Rasch Analyses Study by Al-Qerem W, Jarab A, Al Bawab AQ, Eberhardt J, Alasmari F, Hammad A, Al-Zayadneh E, Al-Iede M, Al-sa’di L, Obidat R

“…Confirmatory factor analysis (CFA) and Rasch analysis were employed to evaluate the psychometric properties of the instrument.Results: CFA supported the unidimensional structure of the Ar-ANQ, with excellent model fit indices (χ²/df = 4.6, SRMR = 0.02, CFI = 0.99, GFI = 0.99, TLI = 0.96) and high internal consistency (Cronbach’s α = 0.82). …”
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Probabilistic estimation of rheological properties in subduction zones using sequences of earthquakes and aseismic slip by Tobias Köhne, Rishav Mallick, Mark Simons

“…Our simplified forward model consists of a two-dimensional subduction zone, represented by a discretized planar fault or narrow shear zone, divided into a locked, shallow region (“asperity”) experiencing periodically imposed coseismic events, and a stress-driven creeping section governed by power-law viscoelasticity or rate-dependent friction. Our inverse model fits the rheological parameters of the interface to surface displacement timeseries in a Bayesian probabilistic way. …”
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Developing an instrument to measure the quality of social work cancer counseling regarding return to work — psychometric properties of the German Quality of Cancer Counseling Quest... by Clara Breidenbach, Sabine Schneider, Marie Rösler, Nicole Ernstmann, Paula Heidkamp, Lina Heier, Kati Hiltrop, Sophie Schellack, Johannes Soff, Johanna Weiss, Christoph Kowalski

“…Confirmatory factor analysis confirmed this solution, with a satisfactory model fit (CFI = 0.995, RMSEA = 0.049, SRMSR = 0.036). …”
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Quantification of mono-, di-, tri-chlorinated biphenyl in Ganga River: design of experiment, source analysis and spatial distribution by Sandeep Kumar, Triparna Das, Anshul Tiwari, Pranjal Yadav, Zain Ali, Jorge Paz-Ferreiro, Devendra Kumar Patel

“…The extraction parameters were optimized using Central Composite Design (CCD), confirming a significant quadratic model fit (p < 0.0001) with a R2 of 0.9262, achieving optimal extraction efficiency. …”
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Imaging and Spectral Fitting of Bright Gamma-Ray Sources with the COSI Balloon Payload by Jarred M. Roberts, Steven Boggs, Thomas Siegert, John A. Tomsick, Marco Ajello, Peter von Ballmoos, Jacqueline Beechert, Floriane Cangemi, Savitri Gallego, Pierre Jean, Chris Karwin, Carolyn Kierans, Hadar Lazar, Alex Lowell, Israel Martinez Castellanos, Sean Pike, Clio Sleator, Yong Sheng, Hiroki Yoneda, Andreas Zoglauer

“…Finally, we present the measured spectrum of Centaurus A and our best model fit to a power law with a photon index of Γ = 1.73 ± 0.01.…”
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Factorial invariance of the generalized anxiety disorder scale (GAD-7) in Latin America and the Caribbean by Norman López, Norman López, Juan-Carlos Coronado, Daniela Ripoll-Córdoba, Nicole Caldichoury, César Quispe-Ayala, Breiner Morales-Asencio, Raúl Quincho-Apumayta, Cesar Castellanos, Juan Martínez, Juan Cárdenas-Valverde, Luis Mario Castellanos-Alvarenga, David Salazar, Irina Flores-Poma, Jorge Herrera-Pino, Wendy Bada, Yuliana Flórez, Karen Alcos-Flores, Boris Zurita-Cueva, Elsa Muñoz Romero, Cristian Romo, Regulo Antezana, Claudio Avila Saldaña, Pascual A. Gargiulo

“…All participants completed the GAD-7 scale digitally.ResultsA unidimensional structure of the GAD-7 was confirmed, explaining 70% of the variance. The model fit indices were adequate (RMSEA = 0.062; CFI = 0.997; TLI = 0.995; SRMR = 0.017; p &lt; 0.001), and the factor loadings for each item were satisfactory (&gt; 0.70). …”
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Modeling factors related to earthquake preparedness: a structural equation modeling approach by Azadeh Fatehpanah, Elham Maraghi, Anthony Coetzer-Liversage, Mahmood Karimy, Amir H. Pakpour, Majed Maripour, Nematollah Jaafarzadeh Haghighi Fard, Marzieh Araban

“…Additionally, there was good model fit of the TPB in explaining earthquake preparedness behavior. …”
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Green Synthesis of Nanostructure CeO2 Using Tea Extract: Characterization and Adsorption of Dye from Aqueous Phase by Chengshun Liu, Xiyao Liu, Yilin Wu, Zhuotong Chen, Zhuanrong Wu, Shumao Wang, Hua Han, Zhenbang Xie, Yixuan Wang, Tzu-Hsing Ko

“…The isotherm analysis revealed that the Freundlich and D-R models fit well for the synthesized CeO2 and represent physisorption with a multilayer mechanism. …”
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Comparison of different severe obesity definitions in predicting future cardiometabolic risk in a longitudinal cohort of children by Gilles Paradis, Melanie Henderson, Lisa Kakinami, Angelo Tremblay, Anna Smyrnova

“…Only HOMA-IR and the presence of more than three risk factors had acceptable model fit. WHO-SO was not more predictive than WHO-obesity, but CDC-SO was statistically inferior to CDC-obesity.Conclusion WHO-SO is statistically superior at predicting cardiometabolic risk than CDC-SO. …”
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Development of the children's primitive reflex integration assessment scale by Meng Wang, Jing Yu, Hongyao Li, Chongran Zhao, Yichao Li, Xinyue Yang

“…Confirmatory factor analysis revealed a good model fit (χ2/df = 1.631, RMSEA = 0.044, NFI = 0.950, CFI = 0.980, IFI = 0.932, TLI = 0.972). …”
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Translation, content validity and internal structure of the Brazilian version of the Adolescent Resilience Questionnaire (B-ARQ). by Genara Brum Gomes, Luisa Gatti-Reis, Matheus França Perazzo, Marisa Alves Araújo, Flávio Freitas Mattos, Deirdre Gartland, Saul Martins Paiva, Isabela Almeida Pordeus

“…The 88-item ARQ had poor structural validity with unsatisfactory model fit indices. Therefore, the investigation focused on the short 49-item version of the ARQ (B-ARQ-SV). …”
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An Interpretable Model for Salinity Inversion Assessment of the South Bank of the Yellow River Based on Optuna Hyperparameter Optimization and XGBoost by Xia Liu, Yu Hu, Xiang Li, Ruiqi Du, Youzhen Xiang, Fucang Zhang

“…The results showed that the XGBoost model fitted optimally, the test set had high R² (0.76) and the ratio of performance to deviation (2.05), and the estimation results were consistent with the measured salinity values. …”
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Impact of digital device utilization on public health surveillance to enhance city resilience during the public health emergency response: A case study of SARS-CoV-2 response in T... by Watcharaporn Chutarong, Roongaroon Thammalikhit, Rungwasun Kraiklang, Anurak Sawangwong, Orachorn Saechang, Yuqian Guo, Weiwen Zhang

“…This indicates the model fits the empirical data. Conclusion Digital devices are vital tools in collecting, analyzing, and disseminating public health surveillance-related data during the public health emergency. …”
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