Faculty of Engineering and Natural Sciences

Academic Members

Assoc. Prof. Saliha Karadayı Usta

Assoc. Prof.
Saliha Karadayı Usta

Endüstri Mühendisliği

In 2012, Saliha Karadayı-Usta graduated from Doğuş University with the highest grade in the Industrial Engineering Department. In 2014, she earned a Master's of Industrial Engineering from Istanbul Technical University, with her thesis examining risk analysis in service supply chains. Subsequently, in 2020, she accomplished her PhD degree at ITU's Department of Industrial Engineering with her research on medical tourism service supply chain design. In addition, she worked as a research assistant at ITU Industrial Engineering Department between 2013 2020, and received the title of Assistant Professor in 2020 and the title of Associate Professor in 2023. She has been working at Istinye University, Department of Industrial Engineering since 2022. She has been the Head of Industrial Engineering Department at Istinye University since February 2023, and the Vice Dean for Research at Istinye University Faculty of Engineering and Natural Sciences since October 2023. She has also served as the Editorial Board Member for the Sustainability section of the journal Scientific Reports (Nature Portfolio) since September 2023. The author's research topics include sustainability, Industry 4.0 and digital transformation, supply chain management, risk analysis.

Araştırma Alanları

  • Sustainability
  • Industry 4.0
  • Digital Transformation
  • Industrial Engineering
  • Circular Economy
  • Sharing Economy
  • Supply and Value Chain Management
  • Service Systems
  • Medical Tourism Service Operations Management
  • Healthcare Management
  • Risk Analysis
  • Risk Management
  • Lean Manufacturing
  • Lean Management
  • Fuzzy Sets and Modeling
  • Decision Science
  • Decision Making Behaviour
  • Forecasting
  • Statistical Learning
  • Modeling and Simulation

Çalışma Alanları

  • Mühendislik Temel Alanı
  • Endüstri Mühendisliği
  • Tedarik Zinciri Yönetimi
  • Üretim ve Hizmet Sistemleri Yönetimi
  • Bulanık Mantık
  • A Comparative Analysis of Ride-Sharing Business Models via a Novel Spherical Fuzzy EDAS Approach, 2024
  • Sustainable post-consumer textile waste management: picture fuzzy set-based ORESTE approach, 2024
  • Sustainable additive manufacturing supply chains with a plithogenic stakeholder analysis: Waste reduction through digital transformation, 2024
  • Traveling salesman problem with drone and bicycle: multimodal last-mile e-mobility , 2024
  • Cybersecurity Risks Analysis in the Hospitality Industry: A Stakeholder Perspective on Sustainable Service Systems, 2024
  • Investigating supply chain resilience in digital car sharing enterprises: a case study from Turkey, 2024
  • Role of artificial intelligence and augmented reality in fashion industry from consumer perspective: Sustainability through waste and return mitigation, 2024
  • Sustainability through digital transformation: EU practices, 2024
  • Sustainable medical tourism service network with a stakeholder perspective, 2024
  • An analysis of consumer opinions on waste medicine management utilizing fermatean fuzzy cognitive mapping, 2024
  • Breaking barriers toward a net‐zero economy, 2023
  • Evaluating the Sustainability of Fashion Brands Using a Neutrosophical ORESTE Approach, 2023
  • A novel neutrosophical approach in stakeholder analysis for sustainable fashion supply chains, 2023
  • Supplier selection and capacity allocation in medical tourism service supply chain, 2023
  • Sürdürülebilir Moda Tedarik Zinciri Yönetimi Uygulamalarının Sistematik Taraması, 2022
  • Kullanılmayan ve Atık İlaçların Tersine Lojistik Faaliyetleri ile Toplanmasına Tüketicinin Bakış Açısının Değerlendirilmesi, 2022
  • A novel neutrosophic AHP-Copeland approach for distance education: towards sustainability, 2022
  • A novel neutrosophic set based hierarchical challenge analysis approach for servicizing business models: A case study of car share service network, 2022
  • Sürdürülebilir moda için bütünleşik bir yaklaşım önerisi: İkinci el kıyafet alışverişinde etkili olan kriterlerin anlaşılması ve analizi, 2022
  • A new servicizing business model of transportation: Comparing the new and existing alternatives via neutrosophic Analytic Hierarchy Process, 2022
  • The Attitudes of the Telecommunication Customers in the COVID-19 Outbreak: The Effect of the Feature Selection Approach in Churn Analysis, 2022
  • Sürdürülebilir Dijital Hizmetleştirme: Araç Paylaşım İş Modelinin Kavramsal Modellenmesi, 2022
  • Pandemi döneminde medikal turizm engelleri analizi, 2021
  • Küresel Salgın Döneminde Değişen Sürdürülebilir Tedarik Zinciri Yönetimi Uygulamaları, 2021
  • Defining and Modeling Risks in Service Supply Chains, 2021
  • Türkiye’de yürütülen Endüstri 4.0 araştırmaları, 2021
  • A conceptual model of medical tourism service supply chain, 2020
  • An Interpretive Structural Analysis for Industry 4.0 Adoption Challenges, 2020
  • Kurumsal kaynak planlama uygulamalarında karşılaşılan engellerin yapısal modellemesi ve analizi, 2020
  • Uyarlamalı Seçime-Dayalı Konjoint Analizi ile Medikal Turizm Hizmeti Tasarımı, 2020
  • Healthcare service provider type selection of the medical tourists by using neutrosophic sets, 2020
  • Endüstri 4.0 kapsamında lojistik faaliyetler, 2019
  • Design methodology for a hybrid part feeding system in lean based assembly lines, 2017
  • Effects of Personal Issues on the Consumers Product Failure Evaluation, 2014
  • Kullanılmayan ve atık ilaçların geri dönüşümü: Bir bulanık bilişsel haritalama uygulaması, 2023
  • Hatalı Ürünlerin Tüketici Tutum ve Davranışları Üzerindeki Etkisi, 2014
  • Sürdürülebilir Moda Tedarik Zinciri Yönetimi Uygulamaları, 2022
  • An Interpretive Structural Modeling Application for the Service Supply Chain Risks, 2014
  • İşbirliğine Dayalı Planlama, Tahmin ve İkmal (CPFR) Modelinin Tıbbi Turizm Tedarik Zincirlerine Uyarlanması, 2018
  • Moda Endüstrisi Çalışma Koşullarına Yönelik Bir Literatür Araştırması, 2022
  • Data Mining Application for Blood Consumption Forecasting in a Private Hospital, 2014
  • Moda Endüstrisinde Sürdürülebilir Lojistik Uygulamaları, 2021
  • Moda Endüstrisinde Yapay Zeka Uygulamaları, 2021
  • Industry 4.0 researches of Turkey on countries basis, 2020
  • Industrial engineering researches conducted in Industry 4.0: The investigation of firms and sectors in Turkey, 2020
  • The researches on the Industry 4.0 education in Turkey, 2020
  • Financial Infrastructure Transformation with Industry 4.0: The Current Situation of Turkey, 2020
  • Risk Mitigation in Conference Tourism Service Supply Chains, 2019
  • Healthcare Service Provider Type Selection of the Medical Tourists by Using Neutrosophic Sets, 2019
  • A Combined Methodology for Selection of Part Feeding System Based on Part Features, 2017
  • Analysis of Interactions among the Lean Implementation Barriers, 2016
  • Meyve Sebze Tedarik Zincirlerinde Risk Analizi, 2016
  • Turizm Tedarik Zinciri Yönetiminde Kamçı Etkisinin Azaltılmasına Yönelik Yaklaşımlar, 2016
  • A Framework for Service Supply Chain Management Literature,
  • A Systematic Review of the Supply Chain Risk Management Literature,
  • Game Theoretical Approach in Retailers Strategical Behaviours in Vendor Managed Inventory Environment,
  • Yerel Bir Akaryakıt İstasyonunda Kuyruk ve İşlem Sürelerinin Benzetimi ile Senaryo Analizinin Yapılması,
  • Hizmet Tedarik Zinciri Yönetim Modelleri Bir Kongre Organizasyonu Tedarik Zinciri Uygulaması, 2016
  • Decision making Models: A Perspective of Fuzzy Logic and Machine Learning, ISBN: 978-0-443-16147-6, 2024
  • Decision making Models: A Perspective of Fuzzy Logic and Machine Learning , ISBN: 978-0-443-16147-6, 2024
  • Decision Making in Healthcare Systems , ISBN: 978-3-031-46735-6, 2024
  • Decision Making in Healthcare Systems, ISBN: 978-3-031-46735-6, 2024
  • Migration Studies: Eurasian Perspectives, ISBN: 978-605-399-638-5, 2023
  • Handbook of Research on Advances and Applications of Fuzzy Sets and Logic, ISBN: 9781799879817, 2022
  • Sürdürülebilirlik için Akademik Araştırmalar - I, ISBN: 978-605-74067-5-0, 2021
  • Handbook of Research on Advances and Applications of Fuzzy Sets and Logic, ISBN: 9781799879817, 2022
  • Industrial Engineering in the Digital Disruption Era, ISBN: 978-3-030-42415-2, 2020
  • Global Developments in Healthcare and Medical Tourism, ISBN: 9781522597872, 2020
  • Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making. INFUS 2019. Advances in Intelligent Systems and Computing, ISBN: 978-3-030-23756-1, 2020
  • Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making. INFUS 2019. Advances in Intelligent Systems and Computing, ISBN: 978-3-030-23756-1., 2020
  • Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making. INFUS 2019. Advances in Intelligent Systems and Computing, ISBN: 978-3-030-23756-1, 2020
  • Intelligence Systems in Environmental Management Theory and Applications, ISBN: 978-3-319-42992-2, 2017
  • İSÜ CONNECTOM Healthinengineering Fusion Fikir/Proje Geliştirme Yarışması Üçüncülüğü, 2024
  • World Business Congress of the IMDA Best Paper Award, 2014
  • Outstanding Paper Winner, 2024