A5015299446- Occupational Health and Safety Research
- Quality and Safety in Healthcare
- Patient Safety and Medication Errors
- Multi-Criteria Decision Making
- Risk and Safety Analysis
- Medical Malpractice and Liability Issues
- Health Systems, Economic Evaluations, Quality of Life
- Turkish Urban and Social Issues
- Health Policy Implementation Science
- Agricultural and Rural Development Research
- Maritime Ports and Logistics
- Quality Function Deployment in Product Design
- Facility Location and Emergency Management
- Maritime Navigation and Safety
- COVID-19 Clinical Research Studies
- Sepsis Diagnosis and Treatment
- Data Management and Algorithms
- Optimization and Mathematical Programming
- COVID-19 diagnosis using AI
- Healthcare Technology and Patient Monitoring
- Healthcare Quality and Management
- Law, logistics, and international trade
- Rough Sets and Fuzzy Logic
- Healthcare cost, quality, practices
- Traffic and Road Safety
Cranfield University
2023-2024
Istanbul Medeniyet University
2019-2022
Ibn Haldun University
2022
University of Cambridge
2018-2020
ML algorithms are used to develop prognostic and diagnostic models so support clinical decision-making. This study uses eight supervised predict the need for intensive care, intubation, mortality risk COVID-19 patients. The two datasets: (1) patient demographics data (n = 11,712), (2) demographics, data, blood test results 602) developing prediction models, understanding most significant features, comparing performances of different algorithms. Experimental findings showed that all reported...
• Reflective study of SHERPA and FRAM use in healthcare. Practical insights into representation clinical work. Identified qualitative differences analysis logic recommendations. Call for strategic integration Safety-I Safety-II.
A number of challenges have been identified with current risk assessment practice in hospitals, including: a lack consultation sufficiently wide group stakeholders; consistency and transparency; insufficient guidance. Consequently, may not be fully effective as means to ensure safety.We used V system developmental model, conjunction mixed methods, including interviews document analysis identify user needs requirements.One way address is through providing good guidance on the fundamental...
There is a growing awareness on the use of systems approaches to improve patient safety and quality. While earlier studies evaluated validity such identify mitigate risks, so far only little attention has been given their inputs, as structured brainstorming system mapping (SMAs), understand impact in risk identification process. To address this gap, purpose paper evaluate inputs well-known approach, failure modes effects analysis (FMEA), identifying risks real healthcare setting.This study...
Safety culture is one of the key factors contributing to safety, even though limited evidence supports its impact on safety outcomes. This study uses supervised machine learning algorithms explore association between and incident reporting. The used National Health Service (NHS) England annual staff survey data as a proxy predict eighteen reporting variables. did not achieve high accuracy rates in prediction models. highest was found number incidents reported class low, medium high. LightGBM...
All over the world, authorities prepare disaster management plans containing short- and long-term activities for emergency preparedness response to disasters. At this point, assembly areas play a crucial role deliver needs of victims minimise chaos following disaster. The designate by considering several criteria and, in turn, ensure readiness these points at all times. This study aims evaluate forty-three district Istanbul under seven that have been identified five subject matter experts....
Firmalar, günümüz rekabetçi atmosferde hayatlarını sürdürebilmek ve uzun vadede ayakta kalabilmek için dinamik gelişime açık bir yapıya sahip olmaları gerekmektedir. Gelişim ihtiyacı firmaların ellerindeki kaynakları tekrardan gözden geçirmelerini gerektirmektedir. Özellikle personel seçme konusundaki kriterler bu kriterlerin belirsizliği karar verme konusunda firmaları ciddi anlamda zora sokmaktadır. Bu kapsamda çok kriterli yöntemleri süreçteki dizi karmaşıklığı ortadan kaldırmak adına...
Risk management practices are applied in the National Health Service (NHS) England hospitals to reduce harm rates and ensure safety. This study evaluates current risk NHS through highlighting non-compliance issues within practice explaining board level priorities. All data were collected for selected (N=34) hospitals. Data gathered from Litigation Authority (NHSLA) reports reveal problems Board Assurance Frameworks (BAF) define top risks. Results an external authority of NHSLA show that...
Küreselleşmenin ve teknolojinin hızla gelişmesi insan kaynağında da yeni ihtiyaçlar oluşturmuştur. Bu ihtiyaçları karşılayabilmenin nitelikli iş gücünü elde tutmanın bir yolu kurumların çalışanlarının performansını değerlendirmesi ile gerçekleşir. Kamu kurumları, verimliliği hizmet kalitesini etkileyen kriterleri göz önünde bulundurarak bu değerlendirme sürecini yönetir. çalışmada, kamu performans gereklilikleri dikkate alınarak belirlenen dört ana yirmi alt kriter altında belediye...
Bir firmanın yeni bir şubesinin yer seçimi, karlılığı ve sürdürülebilirliği adına kritik karardır.Yer seçimi problemleri çok sayıda birbirleri ile çelişebilen kriterler altında alternatiflerin değerlendirmesini gerektirir.Bu çalışma, Çok Kriterli Karar Verme (ÇKKV) yöntemlerinden AHP, ARAS bulanık TOPSIS yöntemlerini kullanarak denizcilik sektöründeki tedarikçi şubesi için en uygun yerin belirlenmesini farklı yöntemlerden elde edilen sonuçların karşılaştırılmasını amaçlamaktadır.Çalışmada,...
In England, hospitals routinely conduct a formal risk assessment practice to ensure the safety of patients and staff. However, although specific criticisms have been made on practice, few investigated in literature. This study investigates policies procedures one hundred English National Health Service (NHS) through content analysis. Findings revealed that provided varied descriptions terms assessment. The concept was often defined be an undesired event, explained with involvement control...