Evidence map›Paper›PMID 41152860›Full record

ArticleBMC nursing2025

Evaluating the impact of INFINITI mind mapping on stress reduction and academic performance among nursing students: a randomized controlled study in Puducherry.

Chandrakala Sankarapandian, Jayanthi Kuppunagulu, Renuka Kandaswamy, Noura Almadani, Majed Alamri

Abstract read
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Article in BMC nursing, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Chandrakala SankarapandianMedical-Surgical Nursing Department, College of Nursing, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia.
Jayanthi KuppunaguluDepartment of Psychiatric Nursing, Indirani College of Nursing, Pondicherry University, Puducherry, India.
Renuka KandaswamyCollege of Nursing, AIIMS, Gorakhpur, India.
Noura AlmadaniCommunity and Psychiatric Mental Health Nursing Department, College of Nursing, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia.
Majed AlamriDepartment of Medical, Surgical and Critical Care Nursing, College of Nursing, University of Hafr Al Batin, Hafr Al Batin, 39524, Saudi Arabia. M.Alamri@uhb.edu.sa.

Funding

Deanship of Scientific Research, Princess Nourah Bint Abdulrahman University PNURSP2025R837
6 · The paper itself

Abstract

backgroundNursing students face significant academic stress, which can negatively impact their learning and performance. This study aimed to evaluate the effectiveness of the INFINITI mind mapping technique as a strategy to reduce stress and improve academic performance among first-year B.Sc. Nursing students.

methodsA cluster randomized controlled trial was conducted with 192 first-year B.Sc. Nursing students from selected colleges in Puducherry. The intervention group (n = 96) utilized the INFINITI mind mapping learning technique over 15 days, with a focus on the 'vital signs' topic. The control group (n = 96) received standard instruction. Stress levels were measured using the Student Nurse Stress Index (SNSI), and academic performance was evaluated through unit test and university exam scores.

resultsThe intervention group showed a statistically significant reduction in stress scores (t = 4.44, p < 0.001, Cohen's d = 0.57) and a significant improvement in academic performance (f = 119.29, p < 0.001, Cohen's d = 1.94) when compared to the control group. No significant changes were observed in the control group.

conclusionThe INFINITI mind mapping technique is a promising and effective strategy for enhancing learning outcomes and reducing stress in nursing students. However, the generalizability of these findings is limited due to the single-site nature of the study, the absence of blinding for participants and instructors, and the lack of long-term follow-up.

trial registrationClinical trial number: not applicable.

Indexed as

Academic performanceLearning strategiesMind mappingNursing educationStress

Identifiers

PMID41152860
PMCPMC12570554

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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.