Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Mar 3;25(1):143.
doi: 10.1186/s12877-024-05662-2.

Living with technological challenges: does socioeconomic status affect people's health?

Affiliations

Living with technological challenges: does socioeconomic status affect people's health?

Jia Xu et al. BMC Geriatr. .

Abstract

Background: Technological challenges in accessing medical care services may cause individuals to feel isolated from the medical care system. This study posits that individual's subjective socioeconomic status (SES) contribute to differing levels of technological challenges when seeking medical care services, subsequently impacting their health conditions.

Methods: A questionnaire survey was administered to 1,932 residents in China (1,037 men, 891 women, and 4 missing; Mage: 64.28 ± 11.30 years, range: 45-99 years). Participants included 792 urban (40.99%) and 1,140 rural (59.01%) residents. We measured SES, technological challenges perceptions, health conditions, and other control variables.

Results: Analysis of 10,000 bootstrapped samples revealed that technological challenges partially mediate the association between SES and health conditions. Moreover, rural people with low SES had poorer health because of technological challenges. This effect was not significant for urban people after controlling for sex, age, education level, marital status, and experience accessing medical care services.

Conclusions: SES significantly and negatively impacted individuals' health conditions, especially for rural residents, owing to their technological challenges. This study provides evidence and insights into the nexus of policy formulation, modern technology, and public perceptions regarding shortcomings and risks in public health policies.

Keywords: China; Health condition; Medical care system; Rural–urban; Socioeconomic status; Technological challenges.

PubMed Disclaimer

Conflict of interest statement

Declarations. Ethics approval and consent to participate: The study protocol was approved by the Ethics Committee of Anhui Normal University in China (no. AHNU-ET2022070). It was conducted in accordance with the ethical principles of human experimentation in the Declaration of Helsinki. All participants provided informed consent prior to participation and were allowed to discontinue participation at any time for any reason. Consent for publication: Not applicable. Competing interests: The authors declare no competing interests.

Figures

Fig. 1
Fig. 1
The proposed theoretical model. Note. SES: socioeconomic status, TCs: technological challenges
Fig. 2
Fig. 2
Interaction between technological challenges and location on health. Note. TCs: technological challenges

Similar articles

References

    1. Gardner RL, Cooper E, Haskell J, et al. Physician stress and burnout: the impact of health information technology. J Am Med Inf Assoc. 2019;26(2):106–14. 10.1093/jamia/ocy145 - PMC - PubMed
    1. Hoxha K, Hung YW, Irwin BR, Grépin KA. Understanding the challenges associated with the use of data from routine health information systems in low- and middle-income countries: a systematic review. Health Inf Manag. 2022;51(3):135–48. 10.1177/1833358320928729 - PubMed
    1. Rivadeneira MF, Salvador C, Araujo L, et al. Digital health literacy and subjective wellbeing in the context of COVID-19: a cross-sectional study among university students in Ecuador. Front Public Health. 2022;10:1052423. 10.3389/fpubh.2022.1052423 - PMC - PubMed
    1. Sultana T, Dhillon G, Oliveira T. The effect of fear and situational motivation on online information avoidance: the case of COVID-19. Int J Inf Manage. 2023;69:102596. 10.1016/j.ijinfomgt.2022.102596 - PMC - PubMed
    1. Zeadally S, Siddiqui F, Baig Z, Ibrahim A. Smart healthcare: challenges and potential solutions using internet of things (IoT) and big data analytics. PSU Res Rev. 2019;4(2):149–68. 10.1108/PRR-08-2019-0027

LinkOut - more resources