Evidence map›Paper›PMID 40175483›Full record

ArticleScientific reports2025

Assessing public perception and parametric analysis of municipal solid waste management solutions in Tabuk City, Saudi Arabia.

Wael S Al-Rashed

Abstract read
In one paragraph

Article in Scientific reports, 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. Review
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

1 author.

Wael S Al-RashedDepartment of Civil Engineering, Faculty of Engineering, University of Tabuk, Tabuk, Kingdom of Saudi Arabia. walrashed@ut.edu.sa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accelerated urbanization, population growth, and industrial revolution have resulted in significant environmental degradation and health issues for residents due to municipal solid waste. The effective management of solid waste is a significant issue, especially in developing economies, where improper waste disposal leads to economic losses and adverse impacts on environmental and public health. This study evaluates existing waste management procedures in Tabuk City in northern Saudi Arabia, finds significant challenges, and suggests possible solutions. For this purpose, this study administered a survey to assess public awareness regarding municipal solid waste recycling and management. Therefore, a two-stage analytic investigation was conducted that included a total of 228 respondents from Tabuk City, Saudi Arabia. Among them, 62.28% were male, and 37.72% were female, with the largest age group represented was 22-35 years, accounting for 42.10% of participants. The questionnaire responses were evaluated using SPSS V27, and relative scores were analyzed using SHapley Additive exPlanations and Partial Dependence Plots. Based on the study results, most respondents are knowledgeable and worried about the adverse environmental effects of solid waste. The Pearson correlation highlighted that lack of awareness with responsible authorities exhibited the highest positive correlations with recycling behavior improvement, with respective correlation values of + 0.55. The results also revealed an absence of recycling systems since the majority of respondents were uninformed of existing practices and expressed a readiness to engage in recycling programs if established. Further, parametric modeling illustrates that most of the participants believe that lack of awareness along with authority responsibility is the most influential factor impacting poor waste management practice. The study concluded by highlighting the necessity for an organized municipal solid waste recycling system, enhanced community education, and more stringent governmental restrictions to mitigate environmental damage and foster sustainable waste management in Tabuk.

Indexed as

Public OpinionSolid WasteWaste ManagementAdultCitiesFemaleHumansMaleMiddle AgedRecyclingRefuse DisposalSaudi ArabiaSurveys and QuestionnairesYoung AdultSolid WasteMunicipal solid waste managementPartial dependency analysisQuestionnaireRecyclingSHAP analysisSustainability

Identifiers

PMID40175483
PMCPMC11965500

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.