Assoc. Prof. SONG&#220;L &#199;INAROĞLU

Çınaroğlu S., Saylan B., Zararsız S.

Informatics for Health & Social Care , vol.1, no.1, pp.1-12, 2025 (SSCI)

4. Evaluating physician and manager perspectives on EHR usage in Turkey: A factor analysis approach

Çınaroğlu S., Kamalı S.

JOURNAL OF EVALUATION IN CLINICAL PRACTICE , vol.1, no.1, pp.1-9, 2025 (SCI-Expanded, Scopus)

5. Understanding quality and efficiency of cancer care services from oncologist's perspective

JOURNAL OF HEALTHCARE QUALITY RESEARCH , vol.40, no.5, pp.1-12, 2025 (ESCI, Scopus)

6. Predictors of Self-Rated Health by Considering Socio-Economic and Regional Differences in Turkey

İSKENDEROĞLU M., Cinaroglu S.

JOURNAL OF SOCIAL SERVICE RESEARCH , 2025 (SSCI, Scopus)

7. USING SPAGHETTI DIAGRAM IN IMPROVING THE MAGNETIC RESONANCE IMAGING PROCESS

Gümüşhane Üniversitesi Sağlık Bilimleri Dergisi , vol.14, no.1, pp.284-303, 2025 (TRDizin)

8. Global Outlook for Deaths from Neurological Disorders and Brain and Central Nervous System

Karataş Y. E., Çinaroğlu S.

Medical records-international medical journal (Online) , vol.7, no.1, pp.100-106, 2025 (TRDizin)

9. Manyetik Rezonans Görüntüleme Sürecinin İyileştirilmesinde Spagetti Diyagramının Kullanımı

Iskenderoğlu M., Çinaroğlu S.

Gümüşhane Üniversitesi Sağlık Bilimleri Dergisi , vol.1, no.1, pp.1-20, 2025 (TRDizin)

10. Efficiency and intrinsic quality in healthcare: blending radial and non-radial measures of efficiency with a flashpoint of long-term health policy

JOURNAL OF ADVANCES IN MANAGEMENT RESEARCH , vol.21, pp.738-755, 2024 (ESCI, Scopus) Sustainable Development

11. Quality of birth care and risk factors of length of stay after birth: A machine learning approach

ÇINAROĞLU S., Saylan B.

JOURNAL OF OBSTETRICS AND GYNAECOLOGY RESEARCH , vol.50, pp.1848-1856, 2024 (SCI-Expanded, Scopus)

12. Trends in out-of-pocket health expenditure inequality in Turkey under comprehensive health reforms

World Development Perspectives , vol.34, 2024 (ESCI, Scopus)

13. Analysis of Twitter Data on Healthcare Marketing by Text Mining and Machine Learning Techniques

SAYLAN B., ÇINAROĞLU S.

Bilişim Teknolojileri Dergisi , vol.17, no.2, pp.109-121, 2024 (TRDizin)

14. Efficiency effects of public hospital closures in the context of public hospital reform: a multistep efficiency analysis

Karatas Y. E., ÇINAROĞLU S.

Health Care Management Science , vol.27, no.1, pp.88-113, 2024 (SSCI, Scopus)

15. Multivariate Relationships Between Health Outcomes and Health System Performance Indicators: An Integrated Factor Analysis With Canonical Correlations

Value in Health Regional Issues , vol.40, pp.100-107, 2024 (ESCI, Scopus)

16. Exploring Predictors of Preterm Birth: A Comparative Study of Turkish and Syrian Refugee Women

Saylan B., ÇINAROĞLU S.

Maternal and Child Health Journal , vol.28, no.3, pp.506-512, 2024 (SSCI, Scopus)

17. Self-Assessed Health Status of Individuals with Chronic Diseases During and After the COVID-19 Pandemic

JOURNAL OF CLINICAL PRACTICE AND RESEARCH , vol.46, no.1, pp.76-83, 2024 (ESCI, TRDizin)

18. COMPARISON OF ATTITUDES OF SENIOR MANAGERS AND SPECIALIST PHYSICIANS TOWARDS CITY HOSPITALS

SAYLAN B., ÇINAROĞLU S.

Uluslararası İktisadi ve İdari İncelemeler Dergisi , no.42, pp.61-80, 2024 (TRDizin)

19. Comparison of Hard and Fuzzy Clustering Techniques and Selection of Optimal Fuzzifier Parameter: An Application on Household Characteristics and Health Expenditures

ÇALIŞKAN G., ÇINAROĞLU S.

Optimum Ekonomi ve Yönetim Bilimleri Dergisi , vol.11, no.1, pp.17-31, 2024 (TRDizin)

20. Financial efficiency of healthcare companies in an emerging market

ÇINAROĞLU S., PİRGAİP B.

Managerial and Decision Economics , 2024 (SSCI, Scopus)

21. Bibliometric, Word Cloud and Sentiment Analysis of Publications Examining the Cost Effectiveness of Artificial Intelligence

Bilişim Teknolojileri Dergisi , vol.16, no.2, pp.151-165, 2023 (TRDizin)

22. Fuzzy Efficiency Estimates of the Turkish Health System: A Comparison of Interval, Bias-Corrected, and Fuzzy Data Envelopment Analysis

INTERNATIONAL JOURNAL OF FUZZY SYSTEMS , vol.1, no.1, pp.1-24, 2023 (SCI-Expanded, Scopus)

23. The interrelationship among health workforce, quality of care, and health outcomes in Turkey

Uyanık K. C., Çinaroğlu S.

WORLD MEDICAL & HEALTH POLICY , vol.15, no.1, pp.73-87, 2023 (Peer-Reviewed Journal)

24. Sağlık hizmetlerinde alternatif bir finansman modeli olarak kitlesel fonlama

Hacettepe Sağlık İdaresi Derg.* , vol.26, no.1, pp.279-304, 2023 (TRDizin)

25. Sağlık alanında faaliyet gösteren işletmelerin konsolide finansal tablo analizi

Karataş Y. E., Çinaroğlu S.

Hacettepe Sağlık İdaresi Derg.* , vol.26, no.1, pp.149-174, 2023 (TRDizin)

26. Does increasing the number of beds or health workers contribute to the rational use of scarce public health resources?

Global Health & Medicine , vol.1, no.1, pp.1-10, 2023 (ESCI)

27. Opinion Mining and Machine Learning Analysis: What Emotions Twitter Data Tell Us About Telemedicine?

Saylan B., Çınaroğlu S.

JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS , vol.1, no.1, pp.1-12, 2023 (ESCI)

28. Attitudes of Health Professionals towards Integrated Health Campuses: A Second-Order Confirmatory Factor Analysis

Saylan B., ÇINAROĞLU S.

HEALTH & SOCIAL CARE IN THE COMMUNITY , vol.2023, 2023 (SSCI, Scopus) Sustainable Development

29. Learning from unbalanced catastrophic out-of-pocket health expenditure dataset: Blending SMOTE-boosting with ensemble models

Journal of Experimental & Theoretical Artificial Intelligence , vol.1, no.1, pp.1-18, 2022 (SCI-Expanded)

30. Is the “social face” of AKP's pharmaceutical price reforms mostly instrumental? A progressivity analysis of household pharmaceutical expenditures in Turkey

Çinaroğlu S., Çalişkan Z.

PUBLIC HEALTH , vol.208, pp.18-24, 2022 (SCI-Expanded, SSCI, Scopus)

31. Distributive Pattern of Health Services Utilization under Public Health Reform and Promotion in Turkey

Value in Health Regional Issues , vol.1, no.1, pp.1-9, 2022 (Scopus)

32. Exploring the nexus of equality and efficiency in healthcare

International Journal of Productivity and Performance Management , vol.71, no.2, pp.1-20, 2022 (ESCI, Scopus)

33. The changing pattern of European country groups: Economic, financial, and health indicators, 2000-2015

ÇINAROĞLU S., TOP M.

ACTA OECONOMICA , vol.71, no.4, pp.609-626, 2021 (SSCI, Scopus)

34. Need for balanced perspective in health technology assessment for low- and middle-income countries

Hacettepe Journal of Health Administration , vol.24, no.4, pp.885-902, 2021 (TRDizin)

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

TOP M., ÇINAROĞLU S.

INTERNATIONAL JOURNAL OF HEALTH PLANNING AND MANAGEMENT , vol.36, no.6, pp.2162-2181, 2021 (SSCI, Scopus)

36. Efficiency in health services based on professionals consensus quality indicators

INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT , vol.14, no.4, pp.993-1001, 2021 (ESCI, Scopus) Sustainable Development

37. Interaction Between Self-rated Health and Labour Force Participation: A Panel Data Probit Model with Survival Estimates

Journal of Health Management , vol.1, no.1, pp.1-20, 2021 (ESCI, Scopus)

38. 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 (Peer-Reviewed Journal)

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

Health Services Insights , vol.1, no.1, pp.1-22, 2021 (Scopus) Sustainable Development

40. 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 (TRDizin)

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

JOURNAL OF EVALUATION IN CLINICAL PRACTICE , vol.27, no.1, pp.53-61, 2021 (SCI-Expanded, Scopus) Sustainable Development

42. 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 (SSCI, Scopus) Sustainable Development

43. Oncology services efficiency in the age of pandemic: A jackknife and bootstrap sensitivity analysis for robustness check of DEA scores

JOURNAL OF CANCER POLICY , vol.27, 2021 (ESCI, Scopus) Sustainable Development

44. 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 (ESCI, Scopus) Sustainable Development

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

Çinaroğlu S., Başer O.

International Journal of Bioinformatics Research and Applications , vol.16, no.4, pp.387-407, 2020 (Scopus) Sustainable Development

46. 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 (Peer-Reviewed Journal)

47. 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 (SCI-Expanded, SSCI, Scopus)

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

HEALTH CARE MANAGEMENT SCIENCE , vol.23, no.3, pp.325-338, 2020 (SSCI, Scopus)

49. 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 (TRDizin)

50. Cepten Sağlık Harcamasının Tahmininde Copas Testi ve İstatistiksel Daraltıcı (Shrinkage) Modellerin Uygulanması

Turkiye Klinikleri Journal of Biostatistics , vol.12, 2020 (TRDizin)

51. The impact of oversampling with ubSMOTE on the performance of machine learning classifiers in prediction of catastrophic health expenditures

OPERATIONS RESEARCH FOR HEALTH CARE , vol.27, 2020 (ESCI, Scopus) Sustainable Development

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

JOURNAL FOR SPECIALISTS IN PEDIATRIC NURSING , vol.25, 2020 (SCI-Expanded, SSCI, Scopus) Sustainable Development

53. Interrelated Factors with Hospital Financial Performance from Hospital Managers’ Perspective

Çınaroğlu S., Zengül F.

Journal of Health Care Finance , vol.46, no.2, pp.1-23, 2019 (Scopus)

54. Nonclinical predictors of caesarean section: a path analytic approach

JOURNAL OF OBSTETRICS AND GYNAECOLOGY , 2019 (SCI-Expanded, Scopus) Sustainable Development

55. Does the unification of health financing affect the distribution pattern of out-of-pocket health expenses in Turkey?

INTERNATIONAL JOURNAL OF SOCIAL WELFARE , vol.28, pp.293-306, 2019 (SSCI, Scopus)

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

Journal of International Migration and Integration , vol.1, no.1, 2019 (ESCI, Scopus) Sustainable Development

57. SAĞLIKTA BÖLGESEL PLANLAMA ÇALIŞMALARINDA VERİMLİLİĞİN ARTIRILMASI İÇİN ALTERNATİF BİRYAKLAŞIM: İKİ AŞAMALI KÜMELEME UYGULAMASI

Çınaroğlu S., Avcı K.

Verimlilik Dergisi , vol.1, no.2, pp.8-25, 2019 (TRDizin)

58. Network among HTA ecosystem

HEALTH AND TECHNOLOGY , vol.9, pp.153-166, 2019 (ESCI, Scopus)

59. Politics and health outcomes: A path analytic approach

Çınaroğlu S., Çalışkan Z.

INTERNATIONAL JOURNAL OF HEALTH PLANNING AND MANAGEMENT , vol.34, 2019 (SSCI, Scopus) Sustainable Development

60. AVOIDABLE MALIGNANT NEOPLASM MORTALITY IN TURKEY BETWEEN 2009 AND 2018

WORLD CANCER RESEARCH JOURNAL , vol.6, 2019 (ESCI) Sustainable Development

61. The relationship between medical innovation and health expenditure before and after health reform

HEALTH POLICY AND TECHNOLOGY , vol.7, pp.379-387, 2018 (SSCI, Scopus)

62. Maliyet Değer Analizi Sonuçlarının Parametrik Olasılık Dağılımlarına Karşı Duyarlılığı: Bir Markov Zinciri Monte Carlo Simülasyonu Uygulaması

Hacettepe Sağlık İdaresi Dergisi , vol.21, no.2, pp.227-242, 2018 (TRDizin)

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

İşletme Araştırmaları Dergisi , vol.10, no.1, pp.876-897, 2018 (TRDizin)

64. 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 (TRDizin)

65. 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 (Peer-Reviewed Journal)

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

TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE , vol.29, pp.1294-1311, 2018 (SSCI, Scopus) Sustainable Development

67. 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 (SSCI, Scopus) Sustainable Development

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

VALUE IN HEALTH , vol.20, no.9, 2017 (SCI-Expanded, SSCI, Scopus)

69. INTERCONTINENTAL LINKS AMONG HEALTH TECHNOLOGY ASSESSMENT ORGANIZATIONS

VALUE IN HEALTH , vol.20, 2017 (SCI-Expanded, SSCI, Scopus)

70. THE ROLE OF STAKEHOLDER ENGAGEMENT IN E-HEALTH AND THE USE OF BIG DATA TO PREDICT HEALTH OUTCOMES

VALUE IN HEALTH , vol.20, no.9, 2017 (SCI-Expanded, SSCI, Scopus)

71. THE FLOW OF EU-28 COUNTRY CLUSTERS IN TERMS OF INFECTIOUS AND CHRONIC DISEASES DURING A REFUGEE CRISIS

VALUE IN HEALTH , vol.20, no.9, 2017 (SCI-Expanded, SSCI, Scopus) Sustainable Development

72. ADULT RISK FACTORS OF NONCOMMUNICABLE DISEASE OUTCOMES

VALUE IN HEALTH , vol.20, no.9, 2017 (SCI-Expanded, SSCI, Scopus)

73. FACTORS RELATED TO OUTPATIENT ANTIBIOTIC DRUG CONSUMPTION IN TURKEY

VALUE IN HEALTH , vol.20, no.9, 2017 (SCI-Expanded, SSCI, Scopus)

74. Kamu Hastane Birliklerinin Teknik Verimliliklerinin Veri Zarflama Analizi ve Makine Öğrenmesi Teknikleri Kullanılarak İncelenmesi

Ekonomik Yaklaşım , vol.28, no.104, pp.81-120, 2017 (Peer-Reviewed Journal)

75. Belirsizlik Durumunda Deterministik veStokastik Yaklaşımların Maliyet-Değer SonuçlarıÜzerindeki Etkisi: Diyabet Üzerine Bir Markov ZinciriMonte Carlo Simülasyonu Uygulaması

Turkiye Klinikleri Biyoistatistik Dergisi , vol.9, no.3, pp.230-240, 2017 (TRDizin) Sustainable Development

76. Sağlık Harcamasının Tahmininde Makine Öğrenmesi Regresyon Yöntemlerinin Karşılaştırılması

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi , vol.22, no.2, pp.179-200, 2017 (TRDizin)

77. Sağlıkta Performans Ölçümünden Stratejik Performans Yönetimine: Path Projesi Örneği

Verimlilik Dergisi , no.1, pp.75-92, 2017 (TRDizin)

78. Tıbbi Cihaz Vijilansı

Hacettepe Sağlık İdaresi Dergisi , vol.20, no.3, pp.385-395, 2017 (TRDizin)

79. 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 (TRDizin)

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

Hacettepe Sağlık İdaresi Dergisi , vol.20, no.2, pp.259-274, 2017 (TRDizin)

81. 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 (Peer-Reviewed Journal)

82. Organ Naklinde Piyasa Tasarımı

Hacettepe Sağlık İdaresi Dergisi , vol.20, no.1, pp.109-124, 2017 (TRDizin)

83. 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 (Peer-Reviewed Journal)

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

American Journal of Bioinformatics Research , 2017 (Peer-Reviewed Journal)

85. 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 (Peer-Reviewed Journal)

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

ÇINAROĞLU S., Hearld K. R., Igici S. O.

International Journal of Medicine and Public Health , 2017 (Peer-Reviewed Journal)

87. Explanatory Factors of Quality of Care from Cataract Patients' Perspectives

SEMINARS IN OPHTHALMOLOGY , vol.32, no.3, pp.321-325, 2017 (SCI-Expanded, Scopus)

88. THE RELATIONSHIP BETWEEN MEDICAL INNOVATION AND HEALTH EXPENDITURES

ÇINAROĞLU S., Guzel E., Baser O.

VALUE IN HEALTH , vol.19, no.7, 2016 (SCI-Expanded, SSCI, Scopus)

89. UNDERSTANDING THE RELATIONSHIP BETWEEN EFFECTIVENESS AND OUTCOME INDICATORS IN HEALTH CARE

VALUE IN HEALTH , vol.19, no.7, 2016 (SCI-Expanded, SSCI, Scopus)

90. SOCIO-ECONOMIC STATUS AND SELF-RATED HEALTH: ARE THEY GOOD PREDICTORS OF INCOME? AN ANALYSIS OF SURVEY PANEL DATA FROM TURKEY

VALUE IN HEALTH , vol.19, no.7, 2016 (SCI-Expanded, SSCI, Scopus) Sustainable Development

91. SPATIAL DISTRIBUTION OF THE TOTAL NUMBER OF MEDICAL DEVICES IN TURKEY: A CLASSIFICATION ANALYSIS

VALUE IN HEALTH , vol.19, no.7, 2016 (SCI-Expanded, SSCI, Scopus)

92. Sağlık Harcamasının Tahmininde Klasik Regresyon Yöntemleri İle Veri Madenciliği Regresyon Yöntemlerinin Karşılaştırılması

Ekonomik Yaklaşım , vol.27, no.101, pp.185-218, 2016 (Peer-Reviewed Journal)

93. Clustering of OECD Countries Out of Pocket HealthExpenditure Time Series Data

Research in Applied Economics , vol.8, no.2, pp.23-38, 2016 (Peer-Reviewed Journal)

94. 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 (Peer-Reviewed Journal)

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

YALÇIN BALÇIK P., ÇINAROĞLU S., İLGÜN G.

Akademik Sosyal Araştırmalar Dergisi , vol.4, no.22, pp.413-422, 2016 (Peer-Reviewed Journal)

96. 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 (Peer-Reviewed Journal)

97. Katastrofik Sağlık Harcaması ve Yoksullaştırıcı Etki

Hacettepe Sağlık İdaresi Dergisi , vol.19, no.1, pp.73-86, 2016 (Peer-Reviewed Journal)

98. 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 (ESCI, Scopus)

99. USING MACHINE LEARNING TECHNIQUES TO CLASSIFY OECD COUNTRIES ACCORDING TO HEALTH EXPENDITURES

VALUE IN HEALTH , vol.18, no.7, 2015 (SCI-Expanded, SSCI, Scopus)

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

ÇINAROĞLU S., Avcı K.

Health Medical Informatics , vol.6, no.4, pp.1-4, 2015 (Peer-Reviewed Journal)

101. Kamu Hastanelerinin Örgütsel ve Finansal Performans Göstergeleri Bakımından Kümelenmesi

AVCI K., ÇINAROĞLU S.

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

102. Farklı Sayılarda Ağaç Türetildiğinde ve Çapraz Geçerlilikte k Parametresi Değiştirildiğinde Random Forest Performans Sonuçlarının İncelenmesi

Türkiye Klinikleri Biyoistatistik Dergisi , vol.7, no.2, pp.108-118, 2015 (TRDizin) Sustainable Development

103. Yaşam Kalitesinin Değerlendirilmesinde Standart Kumar Teorisine Göre Çerçeveleme Etkisinin Rolü

TSK Koruyucu Hekimlik Bülteni , vol.14, no.4, pp.346-352, 2015 (TRDizin)

104. Bulaşıcı Olmayan Hastalıklar Bakımından Ülkelerin Makine Öğrenmesi Yöntemleri Kullanılarak Sınıflandırılması

Uludağ Üniversitesi Mühendislik Fakültesi Dergisi , vol.20, no.2, pp.89-97, 2015 (TRDizin)

105. Dahiliye ve Cerrahi Hemşirelerinin Elektronik Sağlık Kayıtlarının Kullanımı Konusundaki Değerlendirmelerinin Karşılaştırılması

TSK Koruyucu Hekimlik Bülteni , vol.14, no.3, pp.257-264, 2015 (TRDizin)

106. 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 (Peer-Reviewed Journal)

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

ÇINAROĞLU S., ÖNER İĞİCİ S., ŞAHİN B.

HACETTEPE SAĞLIK İDARESİ DERGİSİ , vol.18, no.1, pp.47-60, 2015 (TRDizin)

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

AVCI K., ÇINAROĞLU S.

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

109. Bir Eğitim ve Araştırma Hastanesinde Çalışan Hemşirelerin İş Tatmini Düzeylerinin Belirleyicileri

Hacettepe Sağlık İdaresi Dergisi , vol.18, no.1, pp.11-33, 2015 (Peer-Reviewed Journal)

110. Hemşirelerin Örgütsel Sadakat Düzeylerinin Belirleyicileri

ÇINAROĞLU S., ÖNER İĞİCİ S., ŞAHİN B.

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

111. Hasta Güveninin İlişki Pazarlaması Açısından Etkileri

Çukurova Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi , vol.18, no.2, pp.1-20, 2014 (Peer-Reviewed Journal)

112. Hekim Bireysel Performansının Değerlendirilmesi Bir Uygulama

Süleyman Demirel Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi , vol.19, no.2, pp.299-308, 2014 (Peer-Reviewed Journal)

113. Patients Perception of Reputation and Image Private and Public Hospitals

African Journal of Marketing Management , vol.6, no.2, pp.12-16, 2014 (Peer-Reviewed Journal)

114. İstatistiki Bölge Birimlerinin Seçilen Sağlık Göstergeleri Bakımından Kümelenmesi

HACETTEPE SAĞLIK İDARESİ DERGİSİ , vol.17, no.2, pp.89-97, 2014 (TRDizin)

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

ÇETİN M., ÇINAROĞLU S., ŞAHİN B.

Ekonometri ve İstatistik Dergisi , vol.20, pp.88-103, 2014 (TRDizin) Sustainable Development

116. Hekimlerin Kurumsal Bağlılık Düzeylerini Etkileyen Faktörlerin İncelenmesi

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

117. Sağlık Kuruluşlarında Performans Ölçümünün Gelişimi ve Çok Boyutlu Ölçüm Yaklaşımları

VERİMLİLİK DERGİSİ , vol.3, pp.83-101, 2014 (TRDizin)

118. 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 (Peer-Reviewed Journal)

119. Sağlık Sektöründe Hekim Performansının Değerlendirilmesi

VERİMLİLİK DERGİSİ , vol.2, pp.81-99, 2013 (TRDizin)

120. 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 (TRDizin)

121. Yönetici Değerlendirmelerine Göre Hastanelerde Performans Ölçümü

Hacettepe Sağlık İdaresi Dergisi , vol.15, no.1, pp.59-78, 2012 (TRDizin)

122. Yönetim Eğitiminde Yeni Yaklaşımlar ve Hastanelerde Profesyonel Yönetici İhtiyacı

Hacettepe Sağlık İdaresi Dergisi , vol.15, no.1, pp.79-110, 2012 (TRDizin)

123. Kurumsal İtibar ve İmajın Hastanelerin Performansı İle İlişkisi

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

124. İşletmelerde Performans Ölçüm Modelleri

Çukurova Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi , vol.16, no.2, pp.119-134, 2012 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences 51

1. Dijitalleşme seviyesi 6 ve 7 olan hastanelerde yönetici ve hekimlerin bakış açılarına göre elektronik sağlık kayıtlarının uygulanması ve benimsenmesinin karşılaştırılması

Kamalı S., Çinaroğlu S.

8. Uluslararası Sağlıkta Bilişim ve Bilgi Güvenliği Kongresi, Antalya, Turkey, 11 - 14 December 2024, pp.1-6, (Full Text)

2. Poverty analysis to identify household heterogeneity via clustering and Bayesian modeling of income and health expenditure using the GB2: blending machine learning analytics with uncertainty quantification techniques

OR 2024 Data, Learning, and Optimization, Munich, Germany, 3 - 06 September 2024, pp.1-25, (Full Text)

3. OECD countries grouping pattern in terms of biotechnology and bio entrepreneurship in competitive global biotech industry

Kamali S., Çinaroğlu S.

The Fifteenth International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies BIOTECHNO 2023, Barcelona, Spain, 13 - 17 March 2023, pp.1-10, (Full Text)

4. Strategic grouping of public hospitals by using crisp and fuzzy clustering techniques and possibilistic fuzzy efficiency estimates

International Conference on Advanced Engineering, Technology and Applications-ICAETA-2023, İstanbul, Turkey, 10 - 11 March 2023, pp.1-10, (Full Text)

5. Traditional, DEA-AHP ranking and possibilistic fuzzy DEA approach for efficiency analysis of city hospitals

Karatas Y. E., Çinaroğlu S.

International Symposium on Analytic Hierarchy Process 2022, 15 - 18 December 2022, pp.1-10, (Full Text)

6. Multivariate Associations between Health Outcomes and Health System Performance Indicators: An Integrated Factor Analysis with Canonical Correlations

ISPOR Europe 2022 , Vienna, Austria, 6 - 09 November 2022, pp.1-2, (Summary Text)

7. Efficiency effects of public hospital closures under the effect of reorganization of public hospital services: a multistep efficiency analysis

Çinaroğlu S., Schreyögg J.

32st European Conference on Operational Research (EURO 2022), Espoo, Finland, 3 - 08 July 2022, pp.1-15, (Summary Text)

8. Hyperparameter tuning in random forest and neural network classification: an application to predict health expenditure per capita

Çalışkan G., Çinaroğlu S.

4th International Conference on Intelligent Computing, Information and Control Systems (ICICCS 2022), 29 - 30 June 2022, pp.1-13, (Summary Text)

9. Opinion mining and machine learning analysis: what emotions twitter data tell us about telemedicine?

Saylan B., Çinaroğlu S.

15th International Conference on Health Informatics , 9 - 11 February 2022, pp.1-12, (Full Text) Sustainable Development

10. 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, United Kingdom, 5 - 09 July 2021, pp.36-37, (Summary Text)

11. 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, (Summary Text)

12. Is the “social face” of AKP’s pharmaceutical price reforms mostly instrumental? A progressivity analysis of household pharmaceutical expenditures in Turkey

Hamburg Center for Health Economics Center Day, Hamburg, Germany, 11 June 2021, pp.1, (Summary Text)

13. The impact of oversampling with “ubSMOTE” on the performance of machine learning classifiers in prediction of catastrophic health expenditures

8th Annual Healthcare Operations Workshop, İstanbul, Turkey, 28 June 2019, (Summary Text)

14. 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, (Summary Text)

15. Modelling unbalanced catastrophic health expenditure data

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

16. 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, (Summary Text)

17. 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, (Summary Text) Sustainable Development

18. 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, (Summary Text)

19. Ensemble learning methods to deal with imbalanced disease data

International Conference on Applied Mathematics in Engineering, 27 - 29 June 2018, (Summary Text)

20. 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, (Summary Text)

21. 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, (Summary Text) Sustainable Development

22. University of Michigan Health Systems Deneyimi ve Bitcoin

Sağlıkta Kodlama ve Büyük Veri Yönetimi Eğitim Semineri, Ankara, Turkey, 28 December 2017, (Summary Text)

23. Intercontinental Links Among Health Technology Assessment Organizations

ISPOR 20th Annual European Congress, Glasgow, United Kingdom, 4 - 08 November 2017, (Summary Text)

24. Factors Related to Outpatient Antibiotic Drug Consumption in Turkey

ISPOR 20th Annual European Congress, 4 - 08 November 2017, (Summary Text)

25. Adult Risk Factors of Noncommunicable Disease Outcomes

ISPOR 20th Annual European Congress, Glasgow, United Kingdom, 4 - 08 November 2017, (Summary Text)

26. The Flow of EU-28 Country Clusters in Terms of Infectious and Chronic Diseases During a Refugee Crisis

ISPOR 20th Annual European Congress, Glasgow, United Kingdom, 4 - 08 November 2017, (Summary Text) Sustainable Development

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

ISPOR 20th Annual European Congress, 4 - 08 November 2017, (Summary Text) Sustainable Development

28. Clustering Surgical Indicators and Predictors of Catastrophic Expenses

Health Technology Assessment International Annual Meeting Rome-Italy, ROMA, Italy, 17 - 21 July 2017, (Summary Text)

29. Network Among HTA Ecosystem

Health Technology Assessment International Annual Meeting Rome-Italy, ROMA, Italy, 17 - 21 July 2017, (Summary Text)

30. Determinants of Behavioral Health Systems Efficiency in OECD Countries

Health Technology Assessment International Annual Meeting Rome-Italy, ROMA, Italy, 17 - 21 July 2017, (Summary Text)

31. 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, (Summary Text) Sustainable Development

32. 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, (Summary Text)

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

ÇINAROĞLU S., ŞAHİN B., KARABULUT E., BAŞER O.

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

34. 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, (Summary Text) Sustainable Development

35. 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, (Summary Text)

36. Socio Economic Status and Self Rated Health Are They Good Predictors of Income An Analysis of Survey Panel Data from Turkey

ISPOR 19th Annual European Congress, VİYANA, Austria, 29 October - 02 November 2016, (Summary Text) Sustainable Development

37. The Relationship Between Medical Innovation and Health Expenditures

ÇINAROĞLU S., BASER O., GUZEL E.

ISPOR 19th Annual European Congress, VİYANA, Austria, 29 October - 02 November 2016, (Summary Text)

38. 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, (Summary Text)

39. Shrinkage Alanının Copas Testi Kullanılarak İncelenmesi

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

40. Need for Health Technology Improvement Roadmap for Low and Middle Income Countries

HTAi 12. Yıllık Kongresi, Oslo, Norway, 15 - 17 June 2015, (Summary Text)

41. Analysis of Cots Data in Markov Modelling with Using Beta Distribution in Cost Effectiveness Analysis A Comparison of Deterministic and Stochastic Approaches

ÇINAROĞLU S., HEARLD K. R., İĞİCİ S. Ö.

HTAi 12. Yıllık Kongresi, Oslo, Norway, 15 - 17 June 2015, (Full Text)

42. Explanatory Factors of Quality of Care from Cataract Patients Perspective

14. Uluslararası Bilgi, Ekonomi ve Yönetim Kongresi, 27 - 30 November 2014, (Summary Text)

43. Bulaşıcı Olmayan Hastalıklar BOH Açısından Farklı Ülkelerin Makina Öğrenmesi Yöntemleri Kullanılarak Sınıflandırılması

7. Ulusal Sağlık ve Hastane İdaresi Kongresi, Turkey, 27 - 29 September 2013, (Full Text)

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

ÇINAROĞLU S., İĞİCİ S. Ö., ŞAHİN B.

Uluslararası Katılımlı Yöneylem Araştırması ve Endüstri Mühendisliği 33. Ulusal Kongresi, 26 - 28 June 2013, (Full Text) Sustainable Development

45. Bir Göz Hastanesi Ameliyathanesinde Çalışan Hemşirelerin Katarakt Ameliyatı Sürecinde Karşılaşılan Hataya Yakın Durumlar Hakkındaki Görüşleri

IV. Uluslararası Sağlıkta Performans ve Kalite Kongresi, 1 - 03 May 2013, (Summary Text)

46. Hastanelerde Bir Performans Ölçüm Yaklaşımı Olarak Performans Prizmasının Uygulanabilirliği

IV. Uluslararası Sağlıkta Performans ve Kalite Kongresi, 1 - 03 May 2013, (Summary Text)

47. İşletmelerde Performans Ölçüm Modelleri

10. Uluslararası Bilgi, Ekonomi ve Yönetim Kongresi, 08 November 2012 - 10 November 2011, (Summary Text)

48. Hekim Bireysel Performansının Değerlendirilmesi

ÇETİN M., ÇINAROĞLU S., ŞAHİN B.

7. Ulusal Sağlık ve Hastane İdaresi Kongresi, Turkey, 27 - 29 September 2013, (Full Text)

49. Hekimlerin Kurumsal Bağlılık Düzeylerini Etkileyen Faktörlerin İncelenmesi

6. Ulusal Sağlık ve Hastane İdaresi Kongresi, Turkey, 13 - 15 September 2012, (Full Text)

50. Bir Eğitim ve Araştırma Hastanesinde Çalışan Hemşirelerin İş Memnuniyet Düzeylerinin Belirleyicileri

ÇINAROĞLU S., ÖNER İĞİCİ S., ŞAHİN B.

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

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