Evidence map›Paper›PMID 39397972›Full record

ArticleHeliyon2024

Mapping the relationship and influence of school internal factors with an eye towards students' science academic outcomes.

Hafiz Muhammad Ihsan Zafeer, Samra Maqbool, Yu Rong, Sufyan Maqbool

Abstract read
In one paragraph

Article in Heliyon, 2024. 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

4 authors.

Hafiz Muhammad Ihsan ZafeerCollege of Education, Zhejiang Normal University, Jinhua, Zhejiang, 321004, China.
Samra MaqboolCollege of Education, Zhejiang Normal University, Jinhua, Zhejiang, 321004, China.
Yu RongCollege of Education, Zhejiang Normal University, Jinhua, Zhejiang, 321004, China.
Sufyan MaqboolCollege of Education, Zhejiang Normal University, Jinhua, Zhejiang, 321004, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The present research sought to explore the relationship between school internal factors and their influence on students' academic outcomes in science subjects at the secondary school level in Punjab, Pakistan. A quantitative survey method was employed, utilizing a self-administered questionnaire to collect data on school internal factors, including laboratories, curriculum, and teacher quality, and students' science academic outcomes. The study sampled 210 secondary schools across Punjab, encompassing 630 science teachers specializing in biology, physics, and chemistry. Three hypotheses were formulated and tested. The constructs' underlying structure was examined through both exploratory and confirmatory factor analyses, using the PLS-PM Path Modeling approach to support these analyses. Structural Equation Modeling (SEM) revealed that the measurement model demonstrated internal consistency. The path analysis results indicated that laboratories, curriculum, and teacher quality significantly and positively influence students' academic outcome in science subjects. The study concludes that enhancing the resourcefulness of science educators is crucial, particularly through the provision of support materials for science teaching and learning. This support enables students to engage in experimental learning, develop critical thinking skills, and explore innovative approaches to problem-solving. Furthermore, the findings emphasize the importance of regularly reviewing and updating the secondary school curriculum to ensure its quality. The recruitment of certified teachers with advanced degrees in relevant fields and the provision of ongoing professional development for educators are also recommended to improve academic outcomes in science.

Indexed as

PakistanSchool internal factorsScience academic outcomeSecondary schools

Identifiers

PMID39397972
PMCPMC11470565

What OpenQuestion holds

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LicenceCC BY
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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.