Subtopic Deep Dive

Supply Chain Risk Management
Research Guide

What is Supply Chain Risk Management?

Supply Chain Risk Management develops frameworks for identifying, assessing, and mitigating disruptions in logistics networks.

Researchers focus on resilience strategies and recovery modeling in supply chains. Key studies analyze organizational resilience during COVID-19 (García-Contreras et al., 2021, 40 citations) and disaster risks in urban logistics (de Brito et al., 2019, 1 citation). Recent works explore supply chain management in tourism (Béjar Tinoco et al., 2023, 1 citation) and Industry 4.0 contexts (González Vásquez et al., 2022, 0 citations).

Curated Papers

Key Challenges

Why It Matters

Supply Chain Risk Management ensures business continuity during global disruptions like pandemics and geopolitical conflicts. García-Contreras et al. (2021) show organizational resilience links to SME performance amid COVID-19, aiding recovery planning. de Brito et al. (2019) assess last-mile logistics vulnerabilities in megacities, informing urban disaster preparedness. Béjar Tinoco et al. (2023) apply risk frameworks to tourism supply chains, enhancing sector stability.

Key Research Challenges

Quantifying Disruption Impacts

Measuring precise effects of events like COVID-19 on supply chains remains difficult due to data scarcity. García-Contreras et al. (2021) analyze resilience but note limitations in causal inference for SMEs. Models often overlook dynamic interactions in global networks.

Building Network Resilience

Developing strategies for logistics networks against multi-hazard risks challenges current frameworks. de Brito et al. (2019) highlight building vulnerabilities and pedestrian mobility in urban last-mile delivery. Integration of real-time data for adaptive recovery is underdeveloped.

Adapting to Industry 4.0 Risks

Incorporating digital technologies introduces new cyber and operational risks in supply chains. González Vásquez et al. (2022) track assets in Industry 4.0 but lack mitigation specifics. Balancing efficiency gains with heightened vulnerabilities requires novel approaches.

Essential Papers

Selección organizacional: resiliencia y desempeño de las pymes en la era de la COVID-19

Rigoberto García-Contreras, David Valle-Cruz, Rosa Azalea Canales García · 2021 · Estudios Gerenciales · 40 citations

El objetivo del presente artículo fue analizar la perspectiva actual de las pymes ante la crisis de la COVID-19, así como analizar la asociación e incidencia de la resiliencia organizacional en su ...

Impact of the urban logistics and pedestrian mobility: Gamarra case, Peru

Irineu de Brito, Jaime Huivin, Mario Chong · 2019 · Brazilian Journal of Operations & Production Management · 1 citations

Goals: This study focuses on assessing disaster risks in a typical inmegacity in Latin America. The baseline focuses on the logistics characteristics of the last mile, the vulnerability of building...

PERSPECTIVA DE GESTIÓN EN LA CADENA DE SUMINISTRO DE SERVICIOS EN EL SECTOR TURÍSTICO

Víctor Béjar Tinoco, Flor Madrigal Moreno, Salvador Madrigal Moreno · 2023 · FACE Revista de la Facultad de Ciencias Económicas y Empresariales · 1 citations

El propósito de este artículo es proporcionar una visión general de la evolución de la gestión de la cadena de suministro en el sector del turismo y la hostelería. Se parte de conceptos generales h...

Supply Chainin the Context of Industry 4.0

Joe Alexis González Vásquez, Eduard Chávez, Saul Cholan et al. · 2022 · Gestión de Operaciones Industriales · 0 citations

Propósito - Hacer un seguimiento de varios activos en la fábrica y el almacén es el punto central de la gestión de activos; su objetivo es mejorar la eficiencia de las tareas logísticasMetodología ...

Reading Guide

Foundational Papers

No foundational pre-2015 papers available; start with highest-cited recent work: García-Contreras et al. (2021) for empirical resilience analysis during COVID-19.

Recent Advances

Study de Brito et al. (2019) for urban disaster risks, Béjar Tinoco et al. (2023) for tourism applications, and González Vásquez et al. (2022) for Industry 4.0 contexts.

Core Methods

Core methods are organizational resilience surveys (García-Contreras et al., 2021), vulnerability assessments in last-mile logistics (de Brito et al., 2019), and asset tracking in digital supply chains (González Vásquez et al., 2022).

How PapersFlow Helps You Research Supply Chain Risk Management

Discover & Search

Research Agent uses searchPapers and exaSearch to find papers like García-Contreras et al. (2021) on COVID-19 resilience in SMEs. citationGraph reveals citation networks from de Brito et al. (2019) to urban logistics risks. findSimilarPapers expands to related Industry 4.0 studies like González Vásquez et al. (2022).

Analyze & Verify

Analysis Agent applies readPaperContent to extract resilience metrics from García-Contreras et al. (2021), then runPythonAnalysis with pandas to model COVID-19 performance correlations. verifyResponse via CoVe checks claims against de Brito et al. (2019) disaster data. GRADE grading scores evidence strength for tourism risks in Béjar Tinoco et al. (2023).

Synthesize & Write

Synthesis Agent detects gaps in resilience modeling across García-Contreras et al. (2021) and González Vásquez et al. (2022), flagging Industry 4.0 contradictions. Writing Agent uses latexEditText and latexSyncCitations to draft frameworks, latexCompile for reports, and exportMermaid for supply chain disruption diagrams.

Use Cases

"Analyze resilience data from García-Contreras 2021 with Python stats"

Research Agent → searchPapers → Analysis Agent → readPaperContent → runPythonAnalysis (pandas correlation on SME performance) → statistical output with p-values and plots.

"Write LaTeX paper on urban logistics risks from de Brito 2019"

Research Agent → citationGraph → Synthesis Agent → gap detection → Writing Agent → latexEditText → latexSyncCitations → latexCompile → compiled PDF with risk framework.

"Find GitHub repos for Industry 4.0 supply chain code from González Vásquez 2022"

Research Agent → findSimilarPapers → Code Discovery → paperExtractUrls → paperFindGithubRepo → githubRepoInspect → repo code and asset tracking scripts.

Automated Workflows

Deep Research workflow conducts systematic review of 50+ papers on supply chain resilience, chaining searchPapers → citationGraph → structured report with García-Contreras et al. (2021) as anchor. DeepScan applies 7-step analysis to de Brito et al. (2019), using CoVe checkpoints for urban risk verification. Theorizer generates recovery models from Béjar Tinoco et al. (2023) tourism data.

Try Doxa for Supply Chain Risk Management Research

Frequently Asked Questions

What is Supply Chain Risk Management?

Supply Chain Risk Management develops frameworks for identifying, assessing, and mitigating disruptions in logistics networks, focusing on resilience and recovery.

What methods are used in this subtopic?

Methods include resilience analysis (García-Contreras et al., 2021), disaster risk assessment in urban logistics (de Brito et al., 2019), and Industry 4.0 asset tracking (González Vásquez et al., 2022).

What are key papers?

García-Contreras et al. (2021, 40 citations) on COVID-19 SME resilience; de Brito et al. (2019, 1 citation) on urban logistics risks; Béjar Tinoco et al. (2023, 1 citation) on tourism supply chains.

What are open problems?

Challenges include quantifying dynamic impacts, integrating real-time data for resilience, and mitigating Industry 4.0 cyber risks, as noted in González Vásquez et al. (2022).