Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Cluster analysis of health systems in Europe according to life expectancy at birth

International Journal Of Health Planning And Management, vol.36, pp.1-10, 2021 (Journal Indexed in SSCI)

The effect of increases in the Syrian refugee population in Turkey on public maternal and child health outcomes

Health Care For Women International, vol.1, no.1, pp.1-12, 2021 (Journal Indexed in SSCI)

Changes in hospital efficiency and size: An integrated propensity score matching with data envelopment analysis

SOCIO-ECONOMIC PLANNING SCIENCES, vol.1, no.1, pp.10-30, 2020 (Journal Indexed in SSCI)

Integrated k-means clustering with data envelopment analysis of public hospital efficiency

HEALTH CARE MANAGEMENT SCIENCE, vol.23, no.3, pp.325-338, 2020 (Journal Indexed in SSCI) identifier identifier identifier

Poverty effects of public health reforms in Turkey: A focus on out-of-pocket payments

JOURNAL OF EVALUATION IN CLINICAL PRACTICE, 2020 (Journal Indexed in SCI) identifier identifier identifier

Prevalence of upper respiratory tract infections and associated factors among children in Turkey

JOURNAL FOR SPECIALISTS IN PEDIATRIC NURSING, vol.25, 2020 (Journal Indexed in SCI) identifier identifier identifier

Nonclinical predictors of caesarean section: a path analytic approach

JOURNAL OF OBSTETRICS AND GYNAECOLOGY, 2019 (Journal Indexed in SCI) identifier identifier identifier

Politics and health outcomes: A path analytic approach

INTERNATIONAL JOURNAL OF HEALTH PLANNING AND MANAGEMENT, vol.34, 2019 (Journal Indexed in SSCI) identifier identifier identifier

Understanding the relationship between effectiveness and outcome indicators to improve quality in healthcare

TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE, vol.29, pp.1294-1311, 2018 (Journal Indexed in SSCI) identifier

Demographic and Welfare State Predictors of Out-of-Pocket Health Expenditures: A Path Analytic Model

JOURNAL OF SOCIAL SERVICE RESEARCH, vol.44, pp.569-586, 2018 (Journal Indexed in SSCI) identifier

A FRESH LOOK AT THE PREDICTORS OF THE NUMBER OF HIV CASES IN TURKEY

VALUE IN HEALTH, vol.20, no.9, 2017 (Journal Indexed in SCI) identifier

FACTORS RELATED TO OUTPATIENT ANTIBIOTIC DRUG CONSUMPTION IN TURKEY

VALUE IN HEALTH, vol.20, no.9, 2017 (Journal Indexed in SCI) identifier

ADULT RISK FACTORS OF NONCOMMUNICABLE DISEASE OUTCOMES

VALUE IN HEALTH, vol.20, no.9, 2017 (Journal Indexed in SCI) identifier

Explanatory Factors of Quality of Care from Cataract Patients' Perspectives

SEMINARS IN OPHTHALMOLOGY, vol.32, no.3, pp.321-325, 2017 (Journal Indexed in SCI) identifier identifier identifier

Articles Published in Other Journals

Associated patient demographic characteristics and disease-related self-care behaviors with diabetes: a mediation model

Journal of Diabetes & Metabolic Disorders, vol.1, no.1, pp.1-8, 2021 (Journal Indexed in ESCI) Creative Commons License

Intensive Care Unit Services Preparedness for the Pandemic: An Efficiency Analysis

Health Services Insights, vol.1, no.1, pp.1-22, 2021 (Journal Indexed in ESCI)

Distribution of Health Human Resources in Turkey in Provincial Level and a Need for More Effective Policy

Hacettepe Sağlık İdaresi Dergisi, vol.24, no.2, pp.235-254, 2021 (National Refreed University Journal) Creative Commons License

Modelling Unbalanced Catastrophic Health Expenditure Data by Using Machine‐Learning Methods

Intelligent Systems in Accounting, Finance and Management, vol.1, no.1, pp.1-14, 2020 (Journal Indexed in ESCI)

Comparative regression performances of machine learning methods optimising hyperparameters: application to health expenditures

International Journal of Bioinformatics Research and Applications, vol.16, no.4, pp.387-407, 2020 (Refereed Journals of Other Institutions)

Health behaviors and health services accessibility factors associated with diabetes: a propensity score matching analysis

Expert Review of Endocrinology & Metabolism, vol.1, no.1, pp.1-12, 2020 (Journal Indexed in ESCI)

Usage of Copas Test and Shrinkage Models to Predict Out-of-Pocket Health Expenditures

Turkiye Klinikleri J Biostat., vol.12, no.3, pp.25-35, 2020 (Other Refereed National Journals)

An Experimental Comparison of Traditional and Machine Learning Methods Prediction Performances: A Study on Health Outcomes

Hacettepe Sağlık İdaresi Dergisi, vol.23, no.1, pp.23-40, 2020 (Other Refereed National Journals)

Efficiency in health services based on professionals consensus quality indicators

INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT, 2020 (Journal Indexed in ESCI) identifier identifier

Interrelated Factors with Hospital Financial Performance from Hospital Managers’ Perspective

Journal of Health Care Finance, vol.46, no.2, pp.1-23, 2019 (Refereed Journals of Other Institutions)

EU-28 Country Clusters and Patterns of Disease During the European Refugee Crisis

Journal of International Migration and Integration, vol.1, no.1, 2019 (Journal Indexed in ESCI) identifier identifier

Network among HTA ecosystem

HEALTH AND TECHNOLOGY, vol.9, pp.153-166, 2019 (Journal Indexed in ESCI) identifier identifier

AVOIDABLE MALIGNANT NEOPLASM MORTALITY IN TURKEY BETWEEN 2009 AND 2018

WORLD CANCER RESEARCH JOURNAL, vol.6, 2019 (Journal Indexed in ESCI) identifier

Cepten Sağlık Harcamalarının Finansmanında Eşitsizlik ve Hakkaniyet: Uygulamalı Bir Ekonometrik Yaklaşım

İşletme Araştırmaları Dergisi, vol.10, no.1, pp.876-897, 2018 (Other Refereed National Journals)

Eğitim ve Araştırma Hastanesi Olan ve Olmayan Hastanelerin Teknik Verimliliklerinin Veri Zarflama Analizi ile Karşılaştırılması

Hacettepe Sağlık İdaresi Dergisi, vol.21, no.2, pp.179-198, 2018 (Other Refereed National Journals)

Risk factors associated with chronic low back pain: an analysis of Turkey health survey data

International Journal of Community Medicine and Public Health, vol.1, no.1, 2018 (Refereed Journals of Other Institutions)

Sağlıkta Performans Ölçümünden Stratejik Performans Yönetimine: Path Projesi Örneği

Verimlilik Dergisi, no.1, pp.75-92, 2017 (Other Refereed National Journals)

Sağlık Harcamasının Tahmininde Makine Öğrenmesi Regresyon Yöntemlerinin Karşılaştırılması

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, vol.22, no.2, pp.179-200, 2017 (Other Refereed National Journals)

Tıbbi Cihaz Vijilansı

Hacettepe Sağlık İdaresi Dergisi, vol.20, no.3, pp.385-395, 2017 (Other Refereed National Journals)

İlaç Harcamalarının Sağlık Sonuçları İle İlişkisi: Bir Kanonik Korelasyon Analizi Uygulaması

Hacettepe Üniversitesiİktisadi ve İdari Bilimler Fakültesi Dergisi, vol.35, no.2, pp.23-47, 2017 (Other Refereed National Journals)

Kamu ve Özel Sağlık Hizmetlerinin Seçimini Etkileyen Faktörler: Teorik Bir İnceleme

Hacettepe Sağlık İdaresi Dergisi, vol.20, no.2, pp.259-274, 2017 (Other Refereed National Journals)

Organ Naklinde Piyasa Tasarımı

Hacettepe Sağlık İdaresi Dergisi, vol.20, no.1, pp.109-124, 2017 (Other Refereed National Journals)

İmaj-İtibar ile Finansal ve Kalite Performansı Arasındaki İlişkiler: Hastaneler Üzerine Bir Uygulama

ISTANBUL UNIVERSITY JOURNAL OF THE SCHOOL OF BUSINESS, vol.46, no.1, pp.19-33, 2017 (Other Refereed National Journals)

Ensemble Learning Methods to Deal with Imbalanced Disease and Left-Skewed Cost Data

American Journal of Bioinformatics Research, 2017 (Refereed Journals of Other Institutions)

The Relationship between Image-Reputation, Financial and Quality Performance: An Application on Hospitals

ISTANBUL UNIVERSITY JOURNAL OF THE SCHOOL OF BUSINESS, vol.46, no.1, pp.19-33, 2017 (Journal Indexed in ESCI) identifier

A Fresh Look at Out-of-Pocket Health Expenditures after More than a Decade Health Reform Experience in Turkey: A Data Mining Application

International Journal of Economics and Financial Issues, vol.7, no.5, pp.33-40, 2017 (Refereed Journals of Other Institutions)

Spatial Distribution of Total Number of Medical Devices inTurkey: A Classification Analysis

International Journal of Medicine and Public Health, 2017 (Refereed Journals of Other Institutions)

Clustering of OECD Countries Out of Pocket HealthExpenditure Time Series Data

Research in Applied Economics, vol.8, no.2, pp.23-38, 2016 (Refereed Journals of Other Institutions)

Comparison of Performance of Decision Tree Algorithms and Random Forest An Application on OECD Countries Health Expenditures

International Journal of Computer Applications, vol.138, no.1, pp.37-41, 2016 (Refereed Journals of Other Institutions)

Gelişmiş Ülkeler ve Türkiye için Diyabet Prevalansını Belirleyen Faktörler ve Diyabet ile Mücadele Stratejileri

Akademik Sosyal Araştırmalar Dergisi, vol.4, no.22, pp.413-422, 2016 (Other Refereed National Journals)

Grouping of Middle Income Countries in Terms of Variables Affecting Their Health Expenditures

TSK Koruyucu Hekimlik Bülteni, vol.15, no.2, pp.112-120, 2016 (Refereed Journals of Other Institutions)

Katastrofik Sağlık Harcaması ve Yoksullaştırıcı Etki

Hacettepe Sağlık İdaresi Dergisi, vol.19, no.1, pp.73-86, 2016 (Other Refereed National Journals)

Complexity in healthcare management: Why does Drucker describe healthcare organizations as a double-headed monster?

INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT, vol.9, no.1, pp.11-17, 2016 (Journal Indexed in ESCI) identifier identifier

Comparison of Medical and Surgical Nurses Attitudes toward Usage of Electronic Health Records

Health Medical Informatics, vol.6, no.4, pp.1-4, 2015 (Refereed Journals of Other Institutions)

Kamu Hastanelerinin Örgütsel ve Finansal Performans Göstergeleri Bakımından Kümelenmesi

HACETTEPE İKTİSADİ VE İDARİ BİLİMLER FAKÜLTESİ DERGİSİ, vol.33, no.2, pp.1-23, 2015 (Other Refereed National Journals)

Bulaşıcı Olmayan Hastalıklar Bakımından Ülkelerin Makine Öğrenmesi Yöntemleri Kullanılarak Sınıflandırılması

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, vol.20, no.2, pp.89-97, 2015 (Other Refereed National Journals)

Yaşam Kalitesinin Değerlendirilmesinde Standart Kumar Teorisine Göre Çerçeveleme Etkisinin Rolü

TSK Koruyucu Hekimlik Bülteni, vol.14, no.4, pp.346-352, 2015 (Other Refereed National Journals)

Hasta Yatışlarının Majör Tanı Sınıflaması MTS Bakımından Görsel Veri Madenciliği Yöntemleri Kullanılarak Sınıflandırılması

SSTB International Refereed Academic Journal of Sports, Health Medical Sciences, vol.15, no.5, pp.54-59, 2015 (Other Refereed National Journals)

OECD ye Üye Ülkelerde Cepten Sağlık Harcamalarının Hiyerarşik Kümeleme Analizi ile İncelenmesi

HACETTEPE SAĞLIK İDARESİ DERGİSİ, vol.18, no.1, pp.47-60, 2015 (Other Refereed National Journals)

Ankara Metropolitan Alanda Bulunan Hastanelerin İtibar ve İmaj Algısı Açısından Kümelenmesi

Süleyman Demirel Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, vol.20, no.1, pp.277-290, 2015 (Other Refereed National Journals)

Hemşirelerin Örgütsel Sadakat Düzeylerinin Belirleyicileri

Dokuz Eylül Üniversitesi Hemşirelik Fakültesi Elektronik Dergisi, vol.8, no.1, pp.27-31, 2015 (Other Refereed National Journals)

Bir Eğitim ve Araştırma Hastanesinde Çalışan Hemşirelerin İş Tatmini Düzeylerinin Belirleyicileri

Hacettepe Sağlık İdaresi Dergisi, vol.18, no.1, pp.11-33, 2015 (Other Refereed National Journals)

Hasta Güveninin İlişki Pazarlaması Açısından Etkileri

Çukurova Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, vol.18, no.2, pp.1-20, 2014 (Other Refereed National Journals)

Hekim Bireysel Performansının Değerlendirilmesi Bir Uygulama

Süleyman Demirel Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, vol.19, no.2, pp.299-308, 2014 (Other Refereed National Journals)

İstatistiki Bölge Birimlerinin Seçilen Sağlık Göstergeleri Bakımından Kümelenmesi

HACETTEPE SAĞLIK İDARESİ DERGİSİ, vol.17, no.2, pp.89-97, 2014 (Other Refereed National Journals)

Hekimlerin Kurumsal Bağlılık Düzeylerini Etkileyen Faktörlerin İncelenmesi

Atatürk Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, vol.28, no.2, pp.1-15, 2014 (Other Refereed National Journals)

Patients Perception of Reputation and Image Private and Public Hospitals

African Journal of Marketing Management, vol.6, no.2, pp.12-16, 2014 (Refereed Journals of Other Institutions)

Yönetim Biliminde Sistem Yaklaşımı ve Sağlık Alanı Özelinde Bir Değerlendirme

Çukurova Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, vol.17, no.1, pp.83-101, 2013 (Other Refereed National Journals)

Sağlık Sektöründe Hekim Performansının Değerlendirilmesi

VERİMLİLİK DERGİSİ, vol.2, pp.81-99, 2013 (Other Refereed National Journals)

Özel ve Kamu Hastanelerinin Algılanan Kurumsal İtibar ve İmaj Açısından Karşılaştırılması

Uluslararası Yönetim, İktisat ve İşletme Dergisi, vol.9, no.18, pp.283-298, 2013 (Refereed Journals of Other Institutions)

Yönetici Değerlendirmelerine Göre Hastanelerde Performans Ölçümü

Hacettepe Sağlık İdaresi Dergisi, vol.15, no.1, pp.59-78, 2012 (Other Refereed National Journals)

Yönetim Eğitiminde Yeni Yaklaşımlar ve Hastanelerde Profesyonel Yönetici İhtiyacı

Hacettepe Sağlık İdaresi Dergisi, vol.15, no.1, pp.79-110, 2012 (Other Refereed National Journals)

Kurumsal İtibar ve İmajın Hastanelerin Performansı İle İlişkisi

Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, vol.13, no.2, pp.27-55, 2012 (Other Refereed National Journals)

İşletmelerde Performans Ölçüm Modelleri

Çukurova Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, vol.16, no.2, pp.119-134, 2012 (Other Refereed National Journals)

Refereed Congress / Symposium Publications in Proceedings

Efficiency of intensive care unit services in the age of pandemic: a need for critical care professionals

47th Annual Meeting of the European Working Group on Operational Research-ORAHS-2021, Southampton, England, 5 - 09 July 2021, pp.36-37 Creative Commons License

Oncology services efficiency: an application of bootstrapped DEA

40th Congress on Operations Research/Industrial Engineering-YAEM-2021, İstanbul, Turkey, 4 - 07 July 2021, pp.72-73 Creative Commons License

Efficiency of childbirth services in Turkey: A jackknifing for robustness check of DEA Scores

25th International Conference on Multiple Criteria Decision Making, İstanbul, Turkey, 16 - 21 June 2019, pp.90

Modelling unbalanced catastrophic health expenditure data

12th International Conference on Computational and Financial Econometrics (CFE 2018), Florence, Italy, 14 - 16 December 2018

Data envelopment analysis-based machine learning: a study on public hospital unions

International NCM New Challenges in Industrial Engineering and Operations Management, Ankara, Turkey, 11 - 12 November 2018

Hyperparameter optimization for machine learning regression methods to predict health expenditure per capita

International NCM New Challenges in Industrial Engineering and Operations Management, Ankara, Turkey, 11 - 12 November 2018

Utilization of random forest regression model in complementary health insurance market design

International NCM New Challenges in Industrial Engineering and Operations Management, Ankara, Turkey, 11 - 12 November 2018

Comparison of alternative transformations to handle heavily skewed distribution of health expenditure

International Conference on Applied Mathematics in Engineering, Balıkesir, Turkey, 27 - 29 June 2018, pp.86

Ensemble learning methods to deal with imbalanced disease data

International Conference on Applied Mathematics in Engineering, 27 - 29 June 2018

Comparison of logistic regression and random forest performance to predict associated factors with diabetes prevalence in Turkey

10th International Conference on Bioinformatics and Biomedical Technology, Amsterdam, Netherlands, 16 - 18 May 2018, pp.25

University of Michigan Health Systems Deneyimi ve Bitcoin

Sağlıkta Kodlama ve Büyük Veri Yönetimi Eğitim Semineri, Ankara, Turkey, 28 December 2017

Intercontinental Links Among Health Technology Assessment Organizations

ISPOR 20th Annual European Congress, Glasgow, England, 4 - 08 November 2017

Fresh Look at the Predictors of the Number of HIV Cases in Turkey

ISPOR 20th Annual European Congress, 4 - 08 November 2017

Adult Risk Factors of Noncommunicable Disease Outcomes

ISPOR 20th Annual European Congress, Glasgow, England, 4 - 08 November 2017

Determinants of Behavioral Health Systems Efficiency in OECD Countries

Health Technology Assessment International Annual Meeting Rome-Italy, ROMA, Italy, 17 - 21 July 2017

Network Among HTA Ecosystem

Health Technology Assessment International Annual Meeting Rome-Italy, ROMA, Italy, 17 - 21 July 2017

Clustering Surgical Indicators and Predictors of Catastrophic Expenses

Health Technology Assessment International Annual Meeting Rome-Italy, ROMA, Italy, 17 - 21 July 2017

Predictors of Public Health Outcomes: A Case Study from Turkey

Health Technology Assessment International Annual Meeting Rome-Italy, ROMA, Italy, 17 - 21 June 2017, pp.138-139

Risk Factors Associated with Chronic Low Back Pain: An Analysis of Turkey Health Survey Data

Turk Romatology Congress with International Attendence, Antalya, Turkey, 22 - 26 March 2017

Inequality in Health Care Financing in Turkey:Findings from the Household Budget Survey 2003 –2013

London School of Economics (LSE) Health Policy Conference-2017, Londrina, Brazil, 16 - 19 February 2017

Comparison of Logistic Regression and Random Forest Performances for Predicting Health Outcomes

Nonparametric Statistics Workshop-The University of Michigan Ann Arbor, MICHIGAN-ANN ARBOR, United States Of America, 6 - 07 October 2016

The Relationship Between Medical Innovation and Health Expenditures

ISPOR 19th Annual European Congress, VİYANA, Austria, 29 October - 02 November 2016

Spatial Distribution of Total Number of Medical Devices in Turkey A Classification Analysis

ISPOR 19th Annual European Congress, VİYANA, Austria, 29 October - 02 November 2016

Understanding The Relationship Between Effectiveness and Outcome Indicators A Case Study from Turkey

ISPOR 19th Annual European Congress, VİYANA, Austria, 29 October - 02 November 2016

Shrinkage Alanının Copas Testi Kullanılarak İncelenmesi

35. Yöneylem Araştırması ve Endüstri Mühendisliği (YAEM) Kongresi, Ankara, Turkey, 9 - 11 September 2015

Explanatory Factors of Quality of Care from Cataract Patients Perspective

14. Uluslararası Bilgi, Ekonomi ve Yönetim Kongresi, 27 - 30 November 2014

Dünya Sağlık Örgütü ne Üye Ülkelerin Doğumda Beklenen Yaşam Süresi Bakımından Veri Madenciliği Yöntemleri Kullanılarak Sınıflandırılması

Uluslararası Katılımlı Yöneylem Araştırması ve Endüstri Mühendisliği 33. Ulusal Kongresi, 26 - 28 June 2013

İşletmelerde Performans Ölçüm Modelleri

10. Uluslararası Bilgi, Ekonomi ve Yönetim Kongresi, 08 November 2012 - 10 November 2011

Hekim Bireysel Performansının Değerlendirilmesi

7. Ulusal Sağlık ve Hastane İdaresi Kongresi, Turkey, 27 - 29 September 2013

Hekimlerin Kurumsal Bağlılık Düzeylerini Etkileyen Faktörlerin İncelenmesi

6. Ulusal Sağlık ve Hastane İdaresi Kongresi, Turkey, 13 - 15 September 2012

Bir Eğitim ve Araştırma Hastanesinde Çalışan Hemşirelerin İş Memnuniyet Düzeylerinin Belirleyicileri

1. Uluslararası İşletme Yönetimi ve Kurumsal Sosyal Sorumluluk Kongresi, Antalya, Turkey, 23 - 25 November 2012

Hastanelerde Kurumsal İtibar ve İmaj Ankara Metropolitan Alandaki Hastaneler Üzerine Bir Araştırma

5. Ulusal Sağlık ve Hastane İdaresi Kongresi, Turkey, 13 October 2011 - 16 October 2012

Books & Book Chapters

Geographic Distribution of the Efficiency of Childbirth Services in Turkey

in: Multiple Criteria Decision Making - Beyond the Information Age , Topcu I. Ozaydın O. Kabak O. Onsel Ekici S, Editor, Springer, London/Berlin , Basel, pp.25-50, 2021

Comparison of Fuzzy C-Means and K-Means Clustering Performance: An Application on Household Budget Survey Data

in: Intelligent and Fuzzy Techniques: Smart and Innovative Solutions, Kahraman C.,Cevik Onar S.,Oztaysi B.,Sari I.,Cebi S.,Tolga A, Editor, Springer, London/Berlin , Basel, pp.54-62, 2020

Türkiye’de Kadın ve Sağlık Ekonomisi: Kanıta Dayalı Bir Yaklaşım

in: Türkiye’de Sosyal Bilimlerde Güncel Tartışmalarda Kadın, Azize Ergeneli,Berrin Koyuncu Lorasdağı, Editor, Nobel Yayın Dağıtım, Ankara, pp.229-273, 2020

Big Data to Improve Public Health in Low-and Middle-Income Countries: Big Public Health Data in LMICs

in: Analytics, Operations, and Strategic Decision Making in the Public Sector, GW Evans, WE Biles, KHG Bae, Editor, IGI Global, Alabama, pp.88-110, 2019

Sağlık Yönetiminde Büyük Veri

in: Sağlık Kurumlarında Örgüt Yapısı ve Güncel Yönetsel Yaklaşımlar, Gülsün Erigüç, Editor, Siyasal Kitabevi, Ankara, pp.279-298, 2019