Evidence map›Paper›PMID 42553913›Full record

ReviewNigerian medical journal : journal of the Nigeria Medical Association

Effect of Hands-on Biostatistics Training on Postgraduate Nursing Students' Knowledge and Attitude at a Tertiary Care Institution, Sub-Himalayan Region: a quasi-experimental study.

Belsiyal C Xavier, Smriti Arora, Neetu Kataria, Kodi S Malar, Priyanka Malhotra

Abstract readReview
In one paragraph

Review in Nigerian medical journal : journal of the Nigeria Medical Association. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Belsiyal C XavierCollege of Nursing, Building no.45, All India Institute of Medical Sciences (AIIMS), Rishikesh, Veerbahdra Road, Uttarakhand, 249203.
Smriti AroraCollege of Nursing, Building no.45, All India Institute of Medical Sciences (AIIMS), Rishikesh, Veerbahdra Road, Uttarakhand, 249203.
Neetu KatariaCollege of Nursing, Building no.45, All India Institute of Medical Sciences (AIIMS), Rishikesh, Veerbahdra Road, Uttarakhand, 249203.
Kodi S MalarCollege of Nursing, Building no.45, All India Institute of Medical Sciences (AIIMS), Rishikesh, Veerbahdra Road, Uttarakhand, 249203.
Priyanka MalhotraCollege of Nursing, Building no.45, All India Institute of Medical Sciences (AIIMS), Rishikesh, Veerbahdra Road, Uttarakhand, 249203.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Biostatistics is a vital component of healthcare, enabling nursing students to interpret and analyze health-related data effectively. However, gaps in statistical knowledge persist, making it essential to address these deficiencies to ensure professional competence and uphold ethical standards. The aim of this study was to assess the impact of hands-on biostatistics training on postgraduate nursing students' knowledge and attitude at a tertiary care institution in Rishikesh, located in the sub-Himalayan region. Methodology: A quasi-experimental design was adopted for this study. Total enumerative sampling was used to recruit 38 postgraduate nursing students from a tertiary care institution in Rishikesh, located in the sub-Himalayan region. The intervention comprised 16 hours of expert-led hands-on training. The variables assessed were knowledge of and attitude toward biostatistics. Results: The mean age of the participants was 25.21 ± 3.54 years. The majority were female (89.5%, n = 34). Most participants (76.3%, n = 29) had not received prior statistical training. Significant improvements were observed in overall biostatistics knowledge scores across all domains ( Conclusion: The study indicates that hands-on biostatistics training improved postgraduate nursing students' knowledge and positively influenced their attitudes toward biostatistics. However, the findings are exploratory and context-specific and may be influenced by potential biases. Integrating such training into nursing curricula could enhance statistical literacy and support research participation and evidence-based practice. This will serve as a foundation for advancing the nursing discipline.

Indexed as

AttitudeBiostatisticsHands-On TrainingKnowledgeNursing Students

Identifiers

PMID42553913
PMCPMC13436982

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-SA
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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.