ArticlePloS one2023
Predictors of Turkish individuals' online shopping adoption: An empirical study on regional difference.
Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
8 citing papers in PubMed.
- Digital engagement and online health information seeking behaviour among older adults: findings from Türkiye.BMC geriatrics · 2026Article
- Mental health inequalities in Türkiye: educational differences in depression risk.BMC psychology · 2026Article
- Unseen intimate partner violence: regional differences in controlling behaviours.Frontiers in psychiatry · 2026Article
- Factors associated with Turkish individuals' purchase of transportation, accommodation, and household services from digital platforms.PloS one · 2026Article
- Demographic and socioeconomic factors affecting relative poverty level of older adults in Türkiye.BMC geriatrics · 2025Article
- Determining factors affecting regional poverty levels in Türkiye: a comparison of ordered discrete choice models.Journal of health, population, and nutrition · 2025Article
- The impact of the development level of rural e-commerce on the depressive symptoms among rural older adult individuals.Frontiers in public health · 2024Article
- Gender differences in psychological help-seeking attitudes: a case in Türkiye.Frontiers in psychology · 2024Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
E-commerce is a result of the most recent technological advancements which has liberated trade on a global scale and further facilitated the communication of information. The purpose of this study is to research the differences in the usage of e-commerce among individuals living in regions of different levels of development in Türkiye and to determine the relationship between demographic, economic and personal characteristics and the e-commerce usage of individuals. In this study, the micro data set obtained from the Household Information Technologies Use Survey was used. Binary logistic regression analysis was used to determine the factors related to the e-commerce usage of individuals. As a result of the study, it was detected that the variables; education level, level of income, age, gender, occupation, social media use, engagement in information search about products and services online, engagement in selling products or services online, use of online banking, and e-government use are related to e-commerce usage. The study found that the variables affecting e-commerce usage differ by region. It is necessary to expand the internet by improving the information and communication technology infrastructure in low development regions to facilitate the development the use of e-commerce in these regions. Therefore, when looking for information on e-commerce, relevant regional initiatives should be considered. In developing countries, expanding e-commerce to low development areas requires more than just facilitating access to the internet.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.