Deep learning framework based on ITOC optimization for coal spontaneous combustion temperature prediction: a coupled CNN-BiGRU-CBAM model by Xuming Shao, Wenhao Liu, Gang Bai, Yan Chen, Yu Liu, Jiahe Guang

“…Based on these variables, a deep learning framework combining an Improved Tornado Optimization with Coriolis force (ITOC) strategy and a CNN-BiGRU-CBAM model is proposed. …”
Get full text

Evaluation of the methods for determining accuracy of fit and precision of RPD framework in Digital (3D printed, milled) and conventional RPDs - a systematic review by Saurabh Chaturvedi, Nasser M. Alqahtani, Mohammed A. Al-Qarni, Saeed M. Alqahtani, Ghazala Suleman, Ashfaq Yaqoob, Mohasin Abdul Khader, Asim Elsir Elmahdi, Mudita Chaturvedi

“…This systematic review aimed to evaluate the methods to assess the accuracy of fit and precision of the RPD framework fabricated using conventional and digital (3D printed and milled) methods. …”
Get full text

Facilitators, barriers, and guidance to successful implementation of multidisciplinary transitional care interventions: A qualitative systematic review using the consolidated frame... by Romain Collet, Juul van Grootel, Marike van der Leeden, Marike van der Schaaf, Johanna van Dongen, Suzanne Wiertsema, Edwin Geleijn, Mel Major, Raymond Ostelo

“…The methodological rigor was assessed with the Critical Appraisal Skills Program. We identified facilitators and barriers to the successful implementation of multidisciplinary transitional care interventions with the Consolidated Framework for Implementation Research. …”
Get full text

A multimodal mixed-methods approach for holistic insights in Roux-en-Y gastric bypass patients: Protocol for a patient-centered framework by Blanca Elena Guerrero Daboin, Lucas Rosas Campelo, Beatriz Bobbio de Brito, Maria Clara da Cruz Pires, Tassiane Cristina Morais, Gustavo Peixoto Soares Miguel, Jandesson Mendes Coqueiro, Luciane Bresciani Salaroli, Andressa Bolsoni Lopes, Fabiano Kenji Haraguchi

Get full text

Framework for planning and monitoring active TB case finding interventions to meet the global targets in the COVID-19 era and beyond: South-East Asia perspective. by Alka Aggarwal Singh, Jacob Creswell, Vineet Bhatia

Get full text

Factors that influence the adoption of a school-based eHealth alcohol prevention program among Spanish personnel: a mixed methods study by Ester Alejandra Rosado-Pulido, Pablo Fernández-León, Marta Lima-Serrano, Hein de Vries

“…Rogers' Diffusion of Innovations theory and the Integrated Change Model frameworks were used as theoretical bases for understanding the adoption process. …”
Get full text

Acceptability and Implementation Challenges of Benzathine Penicillin G Secondary Prophylaxis for Rheumatic Heart Disease in Ethiopia: A Qualitative Study by Eshetie Melese Birru, Kevin T. Batty, Laurens Manning, Stephanie L. Enkel, Brioni R. Moore

“…The interviews were audio recorded, transcribed verbatim, and translated into English for analysis using framework method thematic analysis. Identified behavioral factors were mapped onto a theoretical framework of acceptability (TFA), and the Capability, Opportunity, Motivation-Behavior (COM-B) model. …”
Get full text

From vulnerability to resilience: community-based approaches in glacial lake outburst flood (GLOF) risk mitigation by Rayees Ahmed

“…Empowering downstream communities through workshops, training programs, and awareness campaigns can help to increase local disaster preparedness. …”
Get full text

Adaptation and Use of a Five-Task Model for Evaluability Assessment by Brad R. Watts, Heather M. Washington

“…Intervention: NA Research Design:  NA Data Collection and Analysis: The original evaluability assessment collected data through interviews with program personnel, observations by the evaluability researchers, and analysis of survey data provided by the program (i.e., program participants’ responses to survey questions about the program). …”
Get full text

Navigating urban poverty: The role of livelihood capital in the livelihood strategies of urban beggars in Indonesia by Choirul Amin, Wahyu Tyas Pramono, Jumadi Jumadi, Dewi Novita Sari, Maxim G.M. Samson

“…Using the Sustainable Livelihoods framework, this paper considers how livelihood capitals influence survival strategies among urban beggars in Surakarta, Indonesia. …”
Get full text

EUROPEAN DIMENSION IN QUALIFICATIONS FOR THE TOURIST SECTOR AS AN INSTITUTION FOR RUSSIAN DESTINATIONS DEVELOPMENT by S. V. Ilkevich, L. V. Prikhodko, N. L. Smith

“…As a conceptual result, the authors identify six mid-term and six long-term effects of the developments of a national qualifications framework that directly and indirectly provide beneficial outcomes within the development of Russian destinations through improving the focus of retraining and advanced training programs, enhancing lifelong learning, promoting labor mobility in the tourism sector, successful validation of informal education, wider circulation of partial and intermediate qualifications in the tourism and hospitality industry. …”
Get full text

Teacher candidates’ epistemic reflexivity about elementary science instruction by James Foss

“…To date, no studies have documented preservice teachers’ use of the (3R–EC) framework (Reflection, Reflexivity, and Resolved Action - Epistemic Cognition) as developed by Lunn Brownlee and colleagues (2017/19) to support epistemic reflexivity. …”
Get full text

Factors influencing provider deviation from national HIV and nutritional guidelines for HIV-exposed children in western Kenya: a qualitative study by Megan M. Coe, Emily Yoshioka, Damaris Odhiambo, Mary Masheti, Phlona Amam, Julius Nyaoke, Emmanuel Oduor, Marline Serede, Agnes Ndirangu, Benson Singa, Arianna Rubin Means

“…Participants were selected through purposive maximum variation sampling of health workers involved in maternal and child health services and outpatient nutrition programs at two facilities in western Kenya. Data collection and analysis were guided by the Theoretical Domains Framework (TDF). …”
Get full text

Educational and research utility of the registrar clinical encounters in training (ReCEnT) project: an exploration of mechanisms using the context, input, process and product (CIPP... by Parker Magin, Andrew Davey, Michael Tran, Susan Wearne

“…Trainees (registrars) contemporaneously document in-consultation clinical experience and actions.Objectives Using a realist lens, we elucidate the mechanisms underpinning project outcomes to answer questions around programme effectiveness, impacts, sustainability and the lessons and findings that are translatable to other primary care training programmes.Methods The context, input, process and product framework was used. …”
Get full text

Putting Diversity, Equity, Inclusion, and Justice into Practice: The Four Dimensions of Inclusivity for Public Participatory Science by Katherine Foo, Sarah Stanlick

Get full text

Integrated frailty and intrinsic capacity care model for community-dwelling older adults in Singapore: a rapid qualitative study of anticipated implementation barriers and enablers... by Mimaika Luluina Ginting, Grace Sum, Sinead Zhen Wang, Yew Yoong Ding, Yew Yoong Ding, Yew Yoong Ding, Laura Tay, Laura Tay

“…We engaged potential implementers of an integrated, community-based model for frailty and intrinsic capacity care, adapted from the World Health Organization Integrated Care for Older People framework, to assess the anticipated barriers and enablers to implementation within Singapore's healthcare context.MethodsThe updated Consolidated Framework for Implementation Research (CFIR) and its Outcomes Addendum was adopted as the conceptual framework. …”
Get full text

‘Community people are the most powerful resources’: qualitative critical realist analysis and framework to support co-produced responses to zoonotic disease threats with(in) Nepali... by Anna Durrance-Bagale, Hari Basnet, Nanda Bahadur Singh, Steven R. Belmain, James W. Rudge, Natasha Howard

Get full text

Genetic Structure and Optimal Population Size of Wild and Mass-Selected Silver Pomfret (<i>Pampus argenteus</i>) in China: The Implications for Conservation and Selection Breeding... by Mengya Xiao, Haipeng Yu, Yong Deng, Weixu Jiang, Yuanwen Zhang, Minglu Gao, Cheng Zhang, Jiabao Hu, Man Zhang, Shanliang Xu, Danli Wang, Yajun Wang

“…These findings validate the current breeding program’s efficacy in maintaining genetic variability while providing a framework for optimizing long-term selection strategies to prevent inbreeding depression.…”
Get full text

Bridging the gap: Toward a holistic understanding of shared micromobility fleet development dynamics by Shahnaz N. Fuady, Paul C. Pfaffenbichler, Yusak O. Susilo

“…Shared micromobility systems, such as bicycle- and scooter-sharing programs, have emerged as promising alternatives to traditional urban mobility challenges. …”
Get full text

Methodological analysis of a community-based training initiative using the EPIS framework: an ongoing initiative to empower 10 million bystanders in CPR and bleeding control by Junaid Razzak, Zia ul Haq, Rizwan Naseer, Noor Baig, Asma Altaf Hussain Merchant, Sana Mahmood, Sheza Hassan, Huba Atiq, Ann Doll, Deeba Shehnaz, Adil H. Haider

“…This article describes a replicable implementation model of a nationwide program, aimed at empowering 10 million bystanders with basic knowledge and skills of hands-only cardiopulmonary resuscitation (CPR) and bleeding control in a resource-limited setting.Methods Using the EPIS (Exploration, Preparation, Implementation and Sustainment) framework, we describe the application of a national bystander training program, named ‘Pakistan Life Savers Programme (PLSP)’, in an LMIC. …”
Get full text