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Background: The importance of contextual factors in influencing quality improvement and implementation (QI&I) initiatives is broadly acknowledged. Existing treatments of context have primarily viewed it as static and distinct from interventions themselves. The objective of this study was to advance understanding of the complex and dynamic interaction between context, intervention, and implementation strategies. Using the Model for Understanding Success in Quality (MUSIQ), we aimed to better understand the roles of, and inter-relationships between, contextual factors within QI&I initiatives.
Methods: Secondary analysis was performed on qualitative data collected as part of two studies: (1) an evaluation of a state-wide obstetrical quality improvement (QI) initiative, and (2) a study of the use of Plan-Do-Study-Act cycle method in QI projects. Electronic coding databases from each study were reviewed jointly. Data analysis was initiated deductively using MUSIQ as a template. Codes were added in an inductive manner.
Results: All original factors in MUSIQ were observed to be important in the QI initiatives studied and new factors were identified. Three distinct types of context were identified; the setting(s) of care in which QI&I takes place (Type 1); the context of the team conducting a specific project (Type 2); and the wider context supporting general QI&I (Type 3). The picture of context emerging from this study is a dynamic one with multiple, closely-linked factors operating at different levels in a system that is constantly changing in response to QI&I initiatives. To capture this complexity, a revised model (MUSIQ v2.0) was created positioning use of structured QI&I approaches as the focal point and demonstrating how context influenced effective use of these approaches, and in turn, how these approaches supported teams in navigating context by adapting interventions to fit local settings.
Conclusions: MUSIQ is a useful tool to explore the roles of, and inter-relationships between, contextual factors within QI&I initiatives. The revised model may help address some existing controversies about how context influences QI&I success and help ensure that future research efforts consider context not as static background, but as a complex system that is constantly changing, tightly-linked, and governed by feedback loops.
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http://dx.doi.org/10.1186/s12913-018-3348-7 | DOI Listing |
J Affect Disord
September 2025
Department of Psychiatry, Psychiatric Centre Copenhagen, Copenhagen, Denmark; Neurobiology Research Unit, Rigshospitalet, Copenhagen, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Background: Patients' beliefs about depression and different antidepressant treatment options may influence help-seeking behaviour, treatment adherence, and ultimately clinical outcomes. The Attitudes Toward Depression and its Treatment (ATDT) questionnaire was developed to assess these attitudes and beliefs; however, subsequent research revealed limitations in its psychometric properties. We sought to develop and validate a shortened version (ATDT-SF) with improved reliability.
View Article and Find Full Text PDFGesundheitswesen
September 2025
Klinik für Rehabilitations- und Sportmedizin, Medizinische Hochschule Hannover, Hannover, Deutschland.
The study addresses the gap in rehabilitation care of people with cognitive and/or multiple Impairments. Conventional medical care structures are often insufficiently adapted to the needs of this patient group. In this project, the rehabilitative care gap is practically closed with a social space-oriented rehabilitation concept for people with cognitive and/or multiple Impairments and to create sustainable solutions.
View Article and Find Full Text PDFPLOS Glob Public Health
September 2025
Department of Child, Family, and Population Health Nursing, School of Nursing, University of Washington, Seattle, Washington, United States of America.
Cervical cancer continues to be a major global threat to women's health, with approximately 660,000 women diagnosed annually, 94% of whom are in low- and middle-income countries (LMICs). The high disease burden in LMICs is partly due to suboptimal adoption and widespread implementation of effective preventive interventions. This study explored drivers of implementation success and failure for a future single-visit, screen, and treat approach with thermal ablation (SV-SAT + TA), referred to as TIBA in Kenya.
View Article and Find Full Text PDFIEEE Trans Med Imaging
September 2025
Computed Tomography (CT) to Cone-Beam Computed Tomography (CBCT) image registration is crucial for image-guided radiotherapy and surgical procedures. However, achieving accurate CT-CBCT registration remains challenging due to various factors such as inconsistent intensities, low contrast resolution and imaging artifacts. In this study, we propose a Context-Aware Semantics-driven Hierarchical Network (referred to as CASHNet), which hierarchically integrates context-aware semantics-encoded features into a coarse-to-fine registration scheme, to explicitly enhance semantic structural perception during progressive alignment.
View Article and Find Full Text PDFJ Speech Lang Hear Res
September 2025
University of the Witwatersrand, Johannesburg, South Africa.
Background: The integration of digital health care technologies into speech-language pathology and audiology is rapidly transforming service delivery. In South Africa and other low- and middle-income countries (LMICs), digital tools offer significant opportunities to address access challenges and enhance patient outcomes. However, the adoption of these technologies requires careful consideration of contextual factors.
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