Evidence map›Paper›PMID 40598067›Full record

ArticleBMC nursing2025

Factors associated with nursing students' support for the implementation of environmental measures in healthcare services to reduce carbon footprint: a multisite cross-sectional correlation study.

Jiayi Xu, Yibo Wu, Yifan Wu, Juanxia Miao, Jiukai Zhao, Kunshuo Du, Yu Yang, Shuang Zang

Abstract read
In one paragraph

Article in BMC nursing, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Observational
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Jiayi Xu *School of Nursing, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, 110122, China.ORCID https://orcid.org/0009-0002-9029-0322
Yibo Wu *School of Public Health, Peking University, No.38 Xueyuan Road, Haidian District, Beijing, 100191, China.ORCID https://orcid.org/0000-0001-9607-313X
Yifan WuSchool of Nursing, Jilin University, No.965 Xinjiang Street, Changchun, Jilin Province, China.ORCID https://orcid.org/0000-0002-7916-8783
Juanxia MiaoSchool of Nursing, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, 110122, China.ORCID https://orcid.org/0000-0002-0507-6034
Jiukai ZhaoSchool of Nursing, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, 110122, China.ORCID https://orcid.org/0009-0000-7286-0155
Kunshuo DuSchool of Nursing, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, 110122, China.ORCID https://orcid.org/0009-0005-4259-3697
Yu YangDepartment of Vascular Surgery, The First Hospital of China Medical University, No.155 Nanjing Bei Street, Heping District, Shenyang, Liaoning Province, 110001, PR China. xgjzxyy@163.com.ORCID https://orcid.org/0000-0003-2383-1520
Shuang ZangSchool of Nursing, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, 110122, China. zangshuang@cmu.edu.cn.ORCID https://orcid.org/0000-0001-7814-8011

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundReducing the carbon footprint in healthcare services is essential for combating climate change and promoting sustainable health systems. Nursing students play a key role in supporting environmentally friendly practices. This study aimed to assess the level of support among Chinese nursing students and to explore the factors associated with their support.

methodsA cross-sectional correlation study was conducted using data from 1871 nursing students who participated in the 2024 Chinese Population Psychology and Behavior Survey (PBICR). Data were collected between June 23 and September 29, 2024, through a nationally representative stratified and quota sampling approach. Based on the social ecological model, this study examined a comprehensive set of factors potentially associated with nursing students' support for the implementation of environmental measures in healthcare services to reduce carbon footprint, including intrapersonal-level variables (e.g., personality traits, self-efficacy, health literacy, etc.), interpersonal-level variables (e.g., perceived social support and family health), institutional-level variables (e.g., academic stage), community-level variables (e.g., place of residence, hukou status, per capita family monthly income), and policy-level variables (e.g., medical insurance). Univariate generalized linear modeling and multivariable stepwise regression were employed to identify significant factors of support for environmental measures in healthcare services.

resultsThe average score for supporting the implementation of environmental measures in healthcare services to reduce carbon footprint was 70.93 ± 23.51, indicating an above-moderate level of support among 1871 Chinese nursing students. Significant predictors of nursing students' support level included gender (β = 0.09), extraversion (β = - 0.17), agreeableness (β = 0.11), internal health belief (β = 0.10), meaning in life (β = 0.07), quality of life (β = 0.14), digital health use (β = - 0.09), familiarity with the Sustainable Development Goals (β = 0.31), family health (β = 0.08), and academic stage (β = 0.11) (all P ≤ 0.002). Notably, familiarity with the Sustainable Development Goals emerged as the strongest positive predictor. The model explained 23.3% of the variance (adjusted R² = 0.233, F = 57.66, P < 0.001).

conclusionsSupport level among Chinese nursing students was above moderate but needs improvement. The findings provide a basis for developing targeted educational strategies to enhance environmental engagement in nursing. CLINICAL TRAIL NUMBER: Not applicable.

Indexed as

Carbon footprintChinaClimate changeEnvironmental measuresHealthcare servicesNursing studentsSupport

Identifiers

PMID40598067
PMCPMC12210754

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.