Subtopic Deep Dive
Quality Control Methods
Research Guide
What is Quality Control Methods?
Quality Control Methods are statistical and managerial techniques including statistical process control, Six Sigma, acceptance sampling, and Total Quality Management (TQM) used to monitor, maintain, and improve product and process quality in manufacturing and supply chains.
These methods focus on defect detection, process variability reduction, and continuous improvement. Key approaches include Overall Equipment Effectiveness (OEE) in Total Productive Maintenance (TPM), Lean Six Sigma, and TQM implementation. Over 20 papers from 2010-2024, with top-cited works exceeding 1500 citations, demonstrate applications in SMEs and global supply chains.
Why It Matters
Quality Control Methods boost operational efficiency and firm performance; Yerikho Alexander et al. (2024) showed TPM with OEE increased productivity at PT Electronics Components Indonesia (1545 citations). Musran Munizu (2013) linked TQM practices to competitive advantage in Indonesia's fishery industry (76 citations). Athul Jayaram (2016) applied Lean Six Sigma with Industry 4.0 for global supply chain quality (137 citations), reducing defects and costs in manufacturing.
Key Research Challenges
Adapting to SMEs
SMEs face resource constraints in implementing full TPM or TQM. Zhang Tian Xiang and Jeng Feng Chin (2021) developed a light TPM model requiring minimal investment for SMEs (74 citations). Scaling these without high costs remains difficult.
Integration with Supply Chains
Combining quality control with global supply chains and Industry 4.0 is complex. Athul Jayaram (2016) highlighted Lean Six Sigma needs for IIoT-enabled chains (137 citations). Mahmud Basuki (2021) reviewed SCM dynamics requiring new quality concepts (342 citations).
Measuring Preventive Maintenance
Optimal production control with preventive maintenance policies for imperfect processes challenges modeling. K. Dhouib et al. (2012) proposed joint policies for manufacturing cells (72 citations). Balancing downtime and inventory adds computational demands.
Essential Papers
Implementation of Total Productive Maintenance on Frame Welding Machine Maintenance Using the Overall Equipment Effectiveness (OEE) Method at PT Electronics Components Indonesia
Yerikho Alexander, Fibi Eko Putra, Putri Anggun Sari · 2024 · International Journal of Innovative Science and Research Technology (IJISRT) · 1.5K citations
PT. Electronics Components Indonesia manufactures capacitors and focuses on enhancing productivity and operational efficiency of the frame welding machines through effective maintenance. This study...
SUPPLY CHAIN MANAGEMENT: A REVIEW
Mahmud Basuki · 2021 · Journal of Industrial Engineering and Halal Industries · 342 citations
Supply Chain Management (SCM) is a very dynamic upstream to downstream distribution system that aims to produce a service, a better product, and a minimum cost. To achieve this, there are new conce...
Lean six sigma approach for global supply chain management using industry 4.0 and IIoT
Athul Jayaram · 2016 · 137 citations
Global Supply Chain Management is the management of supply chains located globally. Quality control methods such as Lean and Six Sigma are used for improving efficiency and quality of production an...
Inventory reduction in spare part networks by selective throughput time reduction
Matthijs C. van der Heijden, Esther Mingorance Álvarez, J.M.J. Schutten · 2012 · International Journal of Production Economics · 95 citations
A systematic literature review of Total Quality Management (TQM) implementation in the organization
Angga Prayoga Permana, Humiras Hardi Purba, Nyimas Desy Rizkiyah · 2021 · International journal of production management and engineering · 80 citations
<p class="TtuloAbstract">In today’s market situation and complex business environment, organization must be able to deliver the customer’s requirement and the expectations which are critical ...
Impact of Enhanced Enterprise Resource Planning (ERP) on Firm Performance through Green Supply Chain Management
Zeplin Jiwa Husada Tarigan, Hotlan Siagian, Ferry Jie · 2021 · Sustainability · 77 citations
This study investigates the impact of enhanced enterprise resource planning (ERP) on firm performance through green supply chain management, supplier integration, and internal integration. The popu...
The Impact of Total Quality Management Practices towards Competitive Advantage and Organizational Performance: Case of Fishery Industry in South Sulawesi Province of Indonesia
Musran Munizu · 2013 · Econstor (Econstor) · 76 citations
This study attempt to test the effect of Total Quality Management (TQM) practices \ntowards competitive advantage and organizational performance. The design of this \nresearch has quantitat...
Reading Guide
Foundational Papers
Start with Musran Munizu (2013) for TQM's impact on performance (76 citations), Matthijs C. van der Heijden et al. (2012) for inventory-quality links (95 citations), and K. Dhouib et al. (2012) for production-maintenance policies (72 citations) to grasp core statistical and managerial bases.
Recent Advances
Study Yerikho Alexander et al. (2024, 1545 citations) for TPM-OEE applications, Athul Jayaram (2016, 137 citations) for Lean Six Sigma in Industry 4.0, and Zhang Tian Xiang and Jeng Feng Chin (2021, 74 citations) for SME adaptations.
Core Methods
OEE in TPM, Lean Six Sigma with IIoT, light TPM models, TQM practices, dynamic value stream mapping, and joint production-preventive maintenance policies.
How PapersFlow Helps You Research Quality Control Methods
Discover & Search
PapersFlow's Research Agent uses searchPapers and citationGraph to map high-citation works like Yerikho Alexander et al. (2024, 1545 citations) on TPM-OEE, then findSimilarPapers uncovers related TQM implementations such as Musran Munizu (2013). exaSearch reveals niche SME adaptations from 250M+ OpenAlex papers.
Analyze & Verify
Analysis Agent employs readPaperContent on Zhang Tian Xiang and Jeng Feng Chin (2021) to extract light TPM metrics, verifyResponse with CoVe checks OEE improvements against claims, and runPythonAnalysis simulates inventory reductions from Matthijs C. van der Heijden et al. (2012) using pandas for statistical validation. GRADE grading scores TQM evidence strength in Angga Prayoga Permana et al. (2021).
Synthesize & Write
Synthesis Agent detects gaps in Lean Six Sigma supply chain applications from Athul Jayaram (2016), flags contradictions in TPM studies, and uses exportMermaid for process flow diagrams. Writing Agent applies latexEditText to refine TQM sections, latexSyncCitations for 10+ papers like Mahmud Basuki (2021), and latexCompile for publication-ready manuscripts.
Use Cases
"Analyze OEE improvements in TPM for welding machines from Yerikho Alexander 2024"
Research Agent → searchPapers('Yerikho Alexander TPM OEE') → Analysis Agent → readPaperContent + runPythonAnalysis(pandas plot of OEE metrics) → statistical verification output with GRADE score and matplotlib charts.
"Write a LaTeX review on TQM in Indonesian manufacturing citing Munizu 2013 and Permana 2021"
Synthesis Agent → gap detection across 5 TQM papers → Writing Agent → latexEditText(structured review) → latexSyncCitations(Munizu, Permana et al.) → latexCompile → PDF with integrated bibliography.
"Find GitHub repos implementing Lean Six Sigma from supply chain papers"
Research Agent → citationGraph('Athul Jayaram 2016') → Code Discovery workflow: paperExtractUrls → paperFindGithubRepo → githubRepoInspect → curated list of IIoT-Lean code examples with repo stats.
Automated Workflows
Deep Research workflow conducts systematic reviews of 50+ quality control papers, chaining searchPapers → citationGraph → structured report on TPM/TQM evolution from Munizu (2013) to Alexander (2024). DeepScan applies 7-step analysis with CoVe checkpoints to verify OEE claims in Yerikho Alexander et al., outputting verified metrics. Theorizer generates hypotheses on IIoT-enhanced Six Sigma from Jayaram (2016) literature.
Frequently Asked Questions
What defines Quality Control Methods?
Statistical and managerial techniques like SPC, Six Sigma, acceptance sampling, and TQM to monitor and improve process quality.
What are core methods in this subtopic?
TPM with OEE (Yerikho Alexander et al., 2024), Lean Six Sigma (Athul Jayaram, 2016), light TPM for SMEs (Zhang Tian Xiang and Jeng Feng Chin, 2021), and TQM practices (Musran Munizu, 2013).
What are key papers?
Top recent: Yerikho Alexander et al. (2024, 1545 citations) on TPM-OEE; foundational: Musran Munizu (2013, 76 citations) on TQM in fisheries; Matthijs C. van der Heijden et al. (2012, 95 citations) on inventory via throughput reduction.
What open problems exist?
Adapting methods to Industry 4.0 supply chains (Jayaram, 2016), optimal preventive maintenance policies (Dhouib et al., 2012), and low-cost SME implementations (Zhang and Chin, 2021).
Research Management and Optimization Techniques with AI
PapersFlow provides specialized AI tools for Business, Management and Accounting researchers. Here are the most relevant for this topic:
AI Literature Review
Automate paper discovery and synthesis across 474M+ papers
Systematic Review
AI-powered evidence synthesis with documented search strategies
Deep Research Reports
Multi-source evidence synthesis with counter-evidence
See how researchers in Economics & Business use PapersFlow
Field-specific workflows, example queries, and use cases.
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