Commentary & Reflections from the TikTok Methodologies Discussion Forum by Bondy Valdovinos Kaye D., Southerton Clare, Wang Wei

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Nursing students’ experiences and perceptions regarding in-class flipped classroom: a mixed-methods study by Dongmei Zhang, Anle Huang, Yunxiao Lei, Haiyang Liu, Liu Yang, Congzhi Wang, Ting Yuan, Xiaoping Li, Lin Zhang, Wenyuan Shang

“…The Colaizzi seven-step analysis method was employed to analyze the interview data. …”
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Methodology for Experiences in Nature With Children With ADHD by Mônica Maria Siqueira Damasceno, Jane Marcia Mazzarino, Aida Figueiredo

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Enhancing referrals to Child and Adolescent Mental Health Services: the EN-CAMHS mixed-methods study by Kathryn M Abel, Pauline Whelan, Lesley-Anne Carter, Heidi Tranter, Charlotte Stockton-Powdrell, Kerry Gutridge, Lamiece Hassan, Rachel Elvins, Julian Edbrooke-Childs

“…Intelligent system – learning from data. Collect accurate referral data at every service to support monitoring. …”
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Implementasi Metode Bernyanyi Dalam Pembelajaran Fiqih Di Pesantren Miftahul Jannah An-Nuriyyah by Aura Aulia Azzahra, Syahidin Syahidin, Nurti Budiyanti

“…The research approach used is qualitative with descriptive methods. Data collection techniques are direct observation, interviews, and documentation. …”
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A Method for Landslide Deformation Detection Based on Projection Surface Element Matching of 3D Models by Mengxi Sun, Hui Cao, Yansong Duan

“…Conventional monitoring techniques are typically constrained to fixed‐point observations or are limited to the collection of deformation location data, which may not provide a comprehensive understanding of the landslide's behaviour. …”
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Eclectic Maharah Kalam and Kitabah: Solution or Obstacle? in Arabic Language Learning for MTs Student by Diazzahra Dinda Irawan, Ari Khairurrijal Fahmi, Ahsanu Nadia

“…A qualitative approach with a case study design was used and the data were collected through observation, questionnaires to students, and interviews with teachers. …”
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Effectiveness of Interactive Teaching Methods on Students’ Performance in Social Studies and Civic Education: An Experimental Study in Nigerian Secondary Schools by Matthew Damilola Omojemite

“…Two instruments, Social Studies Performance Test (SSPT) and Civic Education Performance Test (CEPT), were developed for data collection. Experts in Social Studies, Civic Education, and Educational Measurement validated the instruments. …”
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A Novel Approach for Comparing Selected Metabolites in Citrus Leaves and Fruits Across Datasets by Ryan C. Traband, Xuesong Wang, Mariano Resendiz, Megan Meng, Yoko Hiraoka, Qiong Jia, Rendell Chang, Ethan Eurmsirilerd, Tracy Kahn, Peggy A. Mauk, Amancio De Souza, Anil Bhatia, Haiyan Ke, Donald Merhaut, Mikeal L. Roose, Zhenyu Jia, John M. Chater

“…To test this hypothesis, we leveraged comprehensive leaf metabolomic profiles from over 200 accessions in the Givaudan Citrus Variety Collection and reviewed published metabolomics data for fruits and juices of matching citrus types. …”
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Analysis of The Use of Discussion And Question And Answer Methods As an Effort to Improve Student Physics Learning Outcomes by Delia Sapitri, Siti Indriyati

“…Data was collected through observation through a questionnaire containing items, questions, and teacher interviews. …”
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Unmet needs to achieve disease control among patients with hypertension and diabetes, Pathanamthitta, Kerala, India, 2023: A mixed methods study. by Abey Sushan, Malu Mohan, Aby Robinson, Anjali Krishna, Boopathi Kangusamy, Sendhilkumar Muthappan, Abdulkader Suliankatchi Rizwan

“…Background: This study addresses unmet needs in managing hypertension and diabetes at public health institutions in Pathanamthitta district, Kerala, India, highlighting the significance of non-pharmacological approaches and psychosocial support. Methods: This mixed-methods cross-sectional study was conducted in two phases: a quantitative phase followed by a qualitative phase. 18 Primary Health Centers (PHCs), one urban PHC, and six Community Health Centers (CHCs) were selected through simple random sampling. …”
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Perceptions and Attitudes of People With Cancer and Diabetes Towards Patient Guidelines: A Mixed Methods Study by Lijiao Yan, Ning Liang, Zeyu Yu, Loraine Cook, Sarah E. Scott, Karen Graham, Xing Liao, Haili Zhang, Jiale Hu, Nannan Shi, Jianping Liu

“…These steps highlight the essential role of patients in shaping the data collection instruments and enhancing the overall quality and relevance of the study.…”
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Comparison of machine learning methods for estimating case fatality ratios: An Ebola outbreak simulation study. by Alpha Forna, Ilaria Dorigatti, Pierre Nouvellet, Christl A Donnelly

“…<h4>Methods</h4>Using simulated data, we use a ML algorithmic framework to evaluate data imputation performance and the resulting case fatality ratio (CFR) estimates, focusing on the scale and type of data missingness (i.e., missing completely at random-MCAR, missing at random-MAR, or missing not at random-MNAR).…”
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Cross-Platform Availability of Smartphone Sensors for Depression Indication Systems: Mixed-Methods Umbrella Review by Johannes Leimhofer, Milica Petrovic, Andreas Dominik, Dominik Heider, Ulrich Hegerl

“…Three electronic databases, including PubMed, Web of Science Core Collection, and Scopus, were searched using smartphone, sensor data, and depression keyword combination to retrieve relevant literature reviews published within the last 5 years (2019-2024). …”
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Predicting Clinician Fixations on Glaucoma OCT Reports via CNN-Based Saliency Prediction Methods by Mingyang Zang, Pooja Mukund, Britney Forsyth, Andrew F. Laine, Kaveri A. Thakoor

“…<italic>Goal:</italic> To predict physician fixations specifically on ophthalmology optical coherence tomography (OCT) reports from eye tracking data using CNN based saliency prediction methods in order to aid in the education of ophthalmologists and ophthalmologists-in-training. …”
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Methods for Improving Point Cloud Authenticity in LiDAR Simulation for Autonomous Driving: A Review by Yanzhao Yang, Jian Wang, Xinyu Guo, Xinyu Yang, Wei Qin

“…Collecting LiDAR data for autonomous driving using real vehicles is costly, scenario-limited, and challenging to annotate. …”
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Collection Evaluation and Analysis of Use: A Research by Dilek Köprülü

“…Various quantitative and qualitative evaluation methods ıvhich are developed by western countries may provide opportunities to evaluate library collections in Turkey.Therefore, one ofthe methods ıvhich is “analysis ofuse” (Qualitative evaluation) is used in this particular study. …”
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Smartphone LiDAR for urban forest carbon assessment: A comparative study with traditional methods by Pornperm Sae-ngow, Morakot Worachairungreung, Phonpat Hemwan, Natthicha Toathuean, Namtip Chimpalee, Nayot Kulpanich

“…Urban forestry plays a critical role in enhancing environmental quality and urban livability, making accurate tree growth assessment essential for effective green space management. This study examines methods for measuring tree growth and estimating carbon sequestration using primary data collected from field surveys. …”
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A comparison of line‐transect distance sampling methods for estimating gopher tortoise population densities by Traci D. Castellón, Betsie B. Rothermel, Saif Z. Nomani

“…The LTDS method produced reliable burrow density estimates, and tortoise densities were estimated most precisely and with least effort using data from occupied burrows only. …”
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