Evidence map›Paper›PMID 41922807›Full record

ArticleScientific reports2026

A strategic roadmap for construction automation in indonesian mass housing projects.

Albani Musyafa

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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

1 author.

Albani MusyafaCivil Engineering, Universitas Islam Indonesia, Jl. Kaliurang km 14, Yogyakarta, 55584, Indonesia. 955110102@uii.ac.id.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Indonesia’s national program to build three million houses annually faces a significant production capacity gap, a common challenge in developing countries. This study develops a strategic roadmap for construction automation to bridge this gap. Using a systematic methodology that integrated literature review, expert surveys (n = 50), and the Analytic Hierarchy Process (AHP) with a focus group (n = 9), this study identifies and prioritizes ten critical automation aspects. Results indicate that foundational systemic aspects: Building Standardization (priority weight = 0.2598), Management Information Systems (0.1972), and Material Supply Chain Optimization (0.1652); are significantly more critical than physical mechanization. This prioritization reveals a necessary implementation sequence: digital and process enablers must precede heavy investment in on-site automation. The study concludes by proposing a phased, dependency-aware automation roadmap, offering a validated decision-making framework for policymakers and industry stakeholders in Indonesia and similar developing economies aiming to enhance productivity through construction industrialization.

Indexed as

Analytic Hierarchy ProcessConstruction AutomationDeveloping CountriesDigitalizationMass HousingStrategic Roadmap

Identifiers

PMID41922807
PMCPMC13184074

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.