EXAMINING E-GOVERNMENT USE IN TURKEY WITH LOGISTIC REGRESSION AND CHAID ANALYSIS

Demet Budak; Duygu Tunalı

Makale detayları

EXAMINING E-GOVERNMENT USE IN TURKEY WITH LOGISTIC REGRESSION AND CHAID ANALYSIS

Yazarlar:

Demet Budak | Duygu Tunalı

Yayıncı:

Karamanoglu Mehmetbey University

Ana Başlıklar:

Veri Madenciliği ve Bilgi Keşfi

Dergi:

Karamanoğlu Mehmetbey Üniversitesi Sosyal Ve Ekonomik Araştırmalar Dergisi Vol.27 Issue 48, pp.499-523

Belge Tipi:

Makale

Yayın Tarihi:

4/2025

Belge Dili:

Türkçe

Document ID (Org No.):

2001345608

pISSN:

2147-7833

Anahtar kelimeler:

Özet:

 The aim of this study is to examine the factors affecting the use of individuals in accessing personal information via e-government in Turkey by using logistic regression analysis and CHAID Chi-squared Automatic Interaction Detection algorithm and to create an e-government user profile with the results obtained. For this purpose, the micro data set of the Household Information Technologies Usage Survey, conducted in 2022, is considered. Regarding the use of e-government in the study; access to information stored about me by official authorities or public services about retirement, health, lawsuit, land registry, payroll, traffic penalty, etc. via E-Government turkiye.gov.tr, e- Nabız, Hayat Eve Sığar vb. is considered as the dependent variable. As independent variables; in addition to age, gender, education, region and profession, messaging WhatsApp, Messenger, Skype, BIP, Viber, Snapchat, etc., which has the highest frequency of internet communication tools usage in the last 3 months in the data set, was included in the study as an independent variable. When the findings obtained in the study are evaluated, it is determined that individuals use of e-government to access personal information and the independent variables examined in general had a significant relationship.

 The aim of this study is to examine the factors affecting the use of individuals in accessing personal information via e-government in Turkey by using logistic regression analysis and CHAID Chi-squared Automatic Interaction Detection algorithm and to create an e-government user profile with the results obtained. For this purpose, the micro data set of the Household Information Technologies Usage Survey, conducted in 2022, is considered. Regarding the use of e-government in the study; access to information stored about me by official authorities or public services about retirement, health, lawsuit, land registry, payroll, traffic penalty, etc. via E-Government turkiye.gov.tr, e- Nabız, Hayat Eve Sığar vb. is considered as the dependent variable. As independent variables; in addition to age, gender, education, region and profession, messaging WhatsApp, Messenger, Skype, BIP, Viber, Snapchat, etc., which has the highest frequency of internet communication tools usage in the last 3 months in the data set, was included in the study as an independent variable. When the findings obtained in the study are evaluated, it is determined that individuals use of e-government to access personal information and the independent variables examined in general had a significant relationship.

 The aim of this study is to examine the factors affecting the use of individuals in accessing personal information via e-government in Turkey by using logistic regression analysis and CHAID Chi-squared Automatic Interaction Detection algorithm and to create an e-government user profile with the results obtained. For this purpose, the micro data set of the Household Information Technologies Usage Survey, conducted in 2022, is considered. Regarding the use of e-government in the study; access to information stored about me by official authorities or public services about retirement, health, lawsuit, land registry, payroll, traffic penalty, etc. via E-Government turkiye.gov.tr, e- Nabız, Hayat Eve Sığar vb. is considered as the dependent variable. As independent variables; in addition to age, gender, education, region and profession, messaging WhatsApp, Messenger, Skype, BIP, Viber, Snapchat, etc., which has the highest frequency of internet communication tools usage in the last 3 months in the data set, was included in the study as an independent variable. When the findings obtained in the study are evaluated, it is determined that individuals use of e-government to access personal information and the independent variables examined in general had a significant relationship.

 Bu çalışmanın amacı, Türkiyede bireylerin e-devlet üzerinden kişisel bilgilere erişimde kullanımlarını etkileyen faktörleri lojistik regresyon analizi ve CHAID Chi-squared Automatic Interaction Detection algoritması kullanarak incelemek ve elde edilen sonuçları ayrıntılı olarak yorumlamaktır. Bu amaçla 2022 yılında gerçekleştirilmiş olan Hanehalkı Bilişim Teknolojileri Kullanım Araştırması mikro veri seti ele alınmıştır. Çalışmada e-devlet kullanımına ilişkin; resmi makamlar veya kamu hizmetleri tarafından hakkımda saklanan bilgilere eriştim e- Devlet Kapısı turkiye.gov.tr, e- Nabız, Hayat Eve Sığar vb. üzerinden emeklilik, sağlık, dava, tapu, bordro, trafik cezası vb. hakkında bağımlı değişken olarak ele alınmıştır. Bağımsız değişkenler olarak ise; yaş, cinsiyet, eğitim, bölge ve mesleğin yanı sıra veri setinde son 3 ay içinde internet iletişim araçları kullanım sıklığına ilişkin en yüksek frekansa sahip olan, mesajlaşma WhatsApp, Messenger, Skype, BİP, Viber, Snapchat vb., bağımsız değişken olarak çalışmaya dahil edilmiştir. Çalışmada elde edilen bulgular değerlendirildiğinde, bireylerin e-devleti kişisel bilgilere erişim için kullanımı ile genel olarak incelenen bağımsız değişkenlerin anlamlı bir ilişkiye sahip olduğu belirlenmiştir.

Makale detayları

EXAMINING E-GOVERNMENT USE IN TURKEY WITH LOGISTIC REGRESSION AND CHAID ANALYSIS

Yazarlar:

Demet Budak | Duygu Tunalı

Yayıncı:

Karamanoglu Mehmetbey University

Ana Başlıklar:

Veri Madenciliği ve Bilgi Keşfi

Dergi:

Karamanoğlu Mehmetbey Üniversitesi Sosyal Ve Ekonomik Araştırmalar Dergisi Vol.27 Issue 48, pp.499-523

Belge Tipi:

Makale

Yayın Tarihi:

4/2025

Belge Dili:

Türkçe

Document ID (Org No.):

2001345608

pISSN:

2147-7833

E-Government Use

Binary Logistic Regression Analysis

CHAID AnalysisE- Devlet Kullanımı

İkili Lojistik Regresyon Analizi

CHAID Analizi

Sayı

Makale detayları

EXAMINING E-GOVERNMENT USE IN TURKEY WITH LOGISTIC REGRESSION AND CHAID ANALYSIS

Yazarlar: Demet Budak | Duygu Tunalı

Yayıncı: Karamanoglu Mehmetbey University

Ana Başlıklar: Veri Madenciliği ve Bilgi Keşfi

Dergi: Karamanoğlu Mehmetbey Üniversitesi Sosyal Ve Ekonomik Araştırmalar Dergisi Vol.27 Issue 48, pp.499-523

Belge Tipi: Makale

Yayın Tarihi: 4/2025

Belge Dili: Türkçe

Document ID (Org No.): 2001345608

pISSN: 2147-7833

E-Government Use

Binary Logistic Regression Analysis

CHAID AnalysisE- Devlet Kullanımı

İkili Lojistik Regresyon Analizi

CHAID Analizi

Sayı

Yazarlar:

Demet Budak | Duygu Tunalı

Yayıncı:

Karamanoglu Mehmetbey University

Ana Başlıklar:

Veri Madenciliği ve Bilgi Keşfi

Dergi:

Karamanoğlu Mehmetbey Üniversitesi Sosyal Ve Ekonomik Araştırmalar Dergisi Vol.27 Issue 48, pp.499-523

Belge Tipi:

Makale

Yayın Tarihi:

4/2025

Belge Dili:

Türkçe

Document ID (Org No.):

2001345608

pISSN:

2147-7833