A comparative study of shoulder replacement outcomes using linked national registry and hospital data from England and Denmark by Epaminondas Markos Valsamis, Josefine Beck Larsen, Theis M. Thillemann, Stephen E. Gwilym, Gary S. Collins, Inger Mechlenburg, Jonathan L. Rees

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Data collection in pediatric outpatient settings during the SARS-CoV-2 pandemic: motivators and barriers to establishing a research network of primary care providers by Ann-Cathrin Lütten, Michelle Seiler, Christoph Berger, Ralf von der Heiden, Anna Bewer Silvestri, Marc Sidler, Johannes Trück, Michael von Rhein

“…Abstract Background Data collection in the pediatric primary care settings, conducted by general practitioners and pediatricians, is inherently challenging. …”
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Prevalence and patterns of pre-existing multimorbidity in pregnancy in Northern Ireland: a population-based, retrospective study using linked routinely collected healthcare data by Lisa Kent, Siang Ing Lee, Megha Singh, Steven Wambua, Katherine Phillips, Utkarsh Agrawal, Amaya Azcoaga-Lorenzo, Colin McCowan, Jonathon Kennedy, Holly Hope, Ngawai Moss, Rachel Plachcinski, Catherine Nelson-Piercy, Mairead Black, Sinead Brophy, Aideen Maguire, Dermot O’Reilly, Krishnarajah Nirantharakumar, Kelly-Ann Eastwood, The MuM-PreDiCT Group

“…The aim of this study was to explore the prevalence and patterns of maternal multimorbidity in a UK population. Methods This population-based, retrospective study used individual-level, linked, routinely collected health data accessed via The Health and Social Care Northern Ireland Business Service Organisation Honest Broker Service within a Trusted Research Environment following the Five Safes Framework. …”
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Development of in silico models to predict viscosity and mouse clearance using a comprehensive analytical data set collected on 83 scaffold-consistent monoclonal antibodies by Marissa Mock, Alex W. Jacobitz, Christopher James Langmead, Athena Sudom, Daniel Yoo, Sara C. Humphreys, Mai Alday, Larysa Alekseychyk, Nicolas Angell, Vivian Bi, Hannah Catterall, Chen-Chun Chen, Hui-Ting Chou, Kip P. Conner, Kevin D. Cook, Ana R. Correia, Andrew Dykstra, Sudipa Ghimire-Rijal, Kevin Graham, Peter Grandsard, Joon Huh, John O. Hui, Mani Jain, Victoria Jann, Lei Jia, Sheree Johnstone, Neelam Khanal, Carl Kolvenbach, Linda Narhi, Rupa Padaki, Emma M. Pelegri-O’Day, Wei Qi, Vladimir Razinkov, Austin J. Rice, Richard Smith, Christopher Spahr, Jennitte Stevens, Yax Sun, Veena A. Thomas, Sarah van Driesche, Robert Vernon, Victoria Wagner, Kenneth W. Walker, Yangjie Wei, Dwight Winters, Melissa Yang, Iain D. G. Campuzano

“…To support development of high-quality predictive models for antibody developability, we designed a sequence-diverse panel of 83 effector functionless IgG1 antibodies displaying a range of biophysical properties, produced and formulated each protein under standard platform conditions, and collected a comprehensive package of analytical data, including in vitro assays and in vivo mouse pharmacokinetics. …”
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Baseball Suture versus Traditional Suture in Laparoscopic Myomectomy: A Systematic Review and Meta-Analysis by Tong Jiang, Xiuzhen Xue

“…Methods: CNKI, WanFang Data, VIP, PubMed, web of science and the Cochrane Library are searched to collect original data and cases. …”
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Stability indicating eco-friendly HPLC method development and validation for the estimation of bisoprolol fumarate and telmisartan by Hitanshi Darji, Pratima Prajapati, Zarna Dedania, Ronak Dedania

“…The approach's green credentials with respect to solvent utilization, chemical substances, expenditure of energy, and waste formation have been verified by the greenness data collected during the evaluation. No chromatographic or spectrum impediments caused by formulation additives have been observed. …”
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Hybrid Deep Learning Methods for Human Activity Recognition and Localization in Outdoor Environments by Yirga Yayeh Munaye, Metadel Addis, Yenework Belayneh, Atinkut Molla, Wasyihun Admass

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Measuring unsafe abortion-related mortality: a systematic review of the existing methods. by Caitlin Gerdts, Divya Vohra, Jennifer Ahern

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Different Estimation Methods Using Ranked Set Sampling for the Ramos–Louzada Distribution by Diaa S. Metwally, Amal S. Hassan, Mohammed Elgarhy, Ehab M. Almetwally, Abdoulie Faal, Ahmed M. Gemeay

“…ABSTRACT The data collection is a vital aspect of any scientific inquiry. …”
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Critical Participatory Co-Analysis: Advancing Analytic Methods for Participatory Qualitative Research by Day Greenberg

“…In this study, I turn towards a participatory approach to data collection and analysis to explore new and more multivocal ways of developing knowledge in partnership with youth. …”
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Sentiment Analysis of Indonesian Responses to the Conflict in Palestine Using KNN and SVM Methods by Rizky Fauzi, Erik Iman Heri Ujianto

“…The KNN+SVM method is applied to classify the sentiment of the processed tweet data. …”
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Enhancing medical improvisation training: a mixed-methods approach to curriculum modification by Xia Zheng, Clare Whitney, Heidi Preis, Elizabeth Bojsza, Susmita Pati

“…Our analytic approach involved a sub-analysis of quantitative and qualitative data collected as a part of the Alda Healthcare Experience (AHE) mixed-methods process evaluation including surveys, in-depth interviews, and observations. …”
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Incorporating Ethics Holistically: A Case Study in Research Methods Courses for Undergraduates by Ellen Ballard, Miriam W. Boeri, Darina Lepadatu

“…Beyond the protection of human subjects, we discuss how ethics need to be considered in every phase of the research process (sampling, data collection, data storage, analysis, reporting of research findings, and conflict of interests). …”
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Durability Test and Service Life Prediction Methods for Silicone Structural Glazing Sealant by Bo Yang, Junjin Liu, Jianhui Li, Chao Wang, Zhiyuan Wang

“…Among temperature, humidity, and stress combined effects, temperature contributes approximately 50%, temperature–humidity interaction about 35%, with temperature-related terms collectively accounting for 90%. The degradation model calculation results show excellent agreement with experimental data (R² > 0.9, MAE = 0.019 MPa, RMSE = 0.0245 MPa). …”
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Reasons Associated With Common Contraceptive Methods Used among Women in Qaladze District by Parzhin Abdulla Ibrahim, Sanna Hassan Abdulsahib

“…Special questionnaire constructed for proper data collection based on extensive review of related literature and studies. …”
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Public Participation GIS for sustainable urban mobility planning: methods, applications and challenges by Michał Czepkiewicz, Cezary Brudka, Piotr Jankowski, Tomasz Kaczmarek, Zbigniew Zwoliński, Łukasz Mikuła, Edyta Bąkowska, Marek Młodkowski, Michał Wójcicki

“…Sustainable mobility planning is a new approach to planning, and as such it requires new methods of public participation, data collection and data aggregation. …”
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Improved methods of aerodynamic testing of current collector by considering ambient air density by A. N. Smerdin, A. E. Chepurko, O. A. Sidorov, N. V. Mironos

“…The objectivity of measurements can be provided by theoretical and experimental methods of accounting air density. A theoretical method based on the calculation of the density of air environment by using data about the temperature, atmospheric pressure and relative humidity in the area where tests of current collector was conducted. …”
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Implementation of Clinical Practice Guidelines to Prevent Cervical Cancer: Mixed Methods Study by Oliver C Ezechi, Folahanmi T Akinsolu, Olunike R Abodunrin, Oluwabukola M Ola, Chisom Obi-Jeff, Ishak K Lawal, George U Eleje, Joseph D Tucker, Juliet I Iwelunmor

“…Quantitative data were collected via a web-based and in-person survey distributed to gynecologists attending the 57th SOGON Annual General Meeting in Kano, Nigeria (November 2023). …”
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Transportation Mode Detection Using Learning Methods and Self-Contained Sensors: Review by Ilhem Gharbi, Fadoua Taia-Alaoui, Hassen Fourati, Nicolas Vuillerme, Zebo Zhou

“…In particular, obtaining much more information on the transportation modes used by users through smartphones is very challenging due to the variety of the data (accelerometers, magnetometers, gyroscopes, proximity sensors, etc.), the standardization issue of datasets and the pertinence of learning methods for that purpose. …”
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Advances in Infant Cry Paralinguistic Classification—Methods, Implementation, and Applications: Systematic Review by Geofrey Owino, Bernard Shibwabo

“…MethodsA systematic literature review was conducted using 9 electronic databases: Cochrane Database of Systematic Reviews, JSTOR, Web of Science Core Collection, Scopus, PubMed, ACM, MEDLINE, IEEE Xplore, and Google Scholar. …”
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