Study
Commercial ProductionRecentStrong effect

Organizational and Infrastructure Factors are Paramount for Successful IoT Implementation Readiness

Prioritizing the strengthening of organizational capabilities and the development of robust hard and soft infrastructures is crucial for industries aiming for successful Internet of Things (IoT) integration.

Journal of Soft Computing and Decision Analytics · 2023

01

Key Findings

  • 01Organizational factors are the most significant dimension influencing IoT implementation readiness.
  • 02Hard and soft infrastructures are also critical dimensions for successful IoT adoption.
  • 03Environmental factors, security and privacy, data analytics, and customer/training dimensions have a lesser, but still contributory, impact.
02

Application

Design takeaway

Focus on building strong internal organizational structures and reliable technological infrastructures before or in parallel with the introduction of IoT technologies.

How to apply

Conduct an design project of your organization's current capabilities in terms of structure, processes, and technological infrastructure before embarking on an IoT implementation project.

Project actions

  • 01When evaluating a new technology, consider the foundational elements of the organization it will be integrated into.
  • 02Use structured decision-making tools to prioritize implementation factors.
03

Method & Evidence

AimTo identify and rank the critical dimensions influencing an industry's readiness for implementing Internet of Things (IoT) technology.
MethodFuzzy Decision Making Trial and Evaluation Laboratory (DEMATEL) and Fuzzy Analytic Hierarchy Process (AHP)
ProcedureThe study employed Fuzzy DEMATEL to map the interrelationships between various dimensions affecting IoT implementation readiness and Fuzzy AHP to prioritize these dimensions based on their influence. This involved expert assessments and fuzzy logic to handle uncertainty in the evaluation.
ContextIndustrial IoT implementation readiness

Variables

IV["Organizational factors","Hard infrastructure","Soft infrastructure","Environmental factors","Security and privacy","Data analytics","Customer and training"]
DVIoT implementation readiness
04

Strengths & Limitations

Strengths

  • +Utilizes robust decision-making methodologies (Fuzzy DEMATEL and Fuzzy AHP) to handle complex interdependencies and uncertainty.
  • +Provides a ranked prioritization of factors, offering clear guidance for stakeholders.

Limitations

Expert opinions can be biased; the specific importance of each factor might differ significantly between industries.

Reliability & validity

The use of Fuzzy DEMATEL and Fuzzy AHP, combined with expert input, aims to enhance reliability and validity by systematically assessing complex relationships and uncertainties. However, the subjective nature of expert input remains a potential limitation.

Think critically

To what extent do the findings regarding organizational and infrastructure factors generalize across vastly different industrial sectors (e.g., manufacturing vs. healthcare)?

05

Design Principles

"Readiness for advanced technology adoption is primarily driven by foundational organizational and infrastructural strengths."

Understanding the key drivers of IoT readiness allows organizations to strategically allocate resources and focus on areas that will yield the greatest impact. This proactive approach can mitigate implementation risks and accelerate the realization of benefits associated with IoT adoption.

06

What This Means for Your Design

To get ready for new tech like the Internet of Things (IoT), companies need to make sure their own setup (like how they are organized and their tech systems) is strong and ready first. This is more important than other things like the environment or customer training.

How to use in your project

  • 1.This research can inform the 'Analysis of Existing Systems' section by highlighting critical areas for improvement before introducing a new design.
  • 2.It provides a framework for evaluating the feasibility and potential challenges of a proposed design solution.
07

Add to My Project

08

Quick Cite

(2023). Assessing Dimensions Influencing IoT Implementation Readiness in Industries: A Fuzzy DEMATEL and Fuzzy AHP Analysis. Journal of Soft Computing and Decision Analytics. https://doi.org/10.31181/jscda11202312 Retrieved from https://designdex.org/study/432285cf-47e2-43e4-afbb-d877de8f204f/organizational-and-infrastructure-factors-are-paramount-for-successful-iot-implementation-readiness

Paragraph starter

This study highlights that successful implementation of advanced technologies like IoT is heavily dependent on foundational organizational and infrastructural readiness. Prioritizing the enhancement of internal structures, processes, and robust technological systems is paramount, as these factors were identified as the most significant drivers of successful adoption.

09

Source

Journal of Soft Computing and Decision Analytics

Assessing Dimensions Influencing IoT Implementation Readiness in Industries: A Fuzzy DEMATEL and Fuzzy AHP Analysis

journal · 2023

View source

Questions about this research

What does the research say about organizational and infrastructure factors are paramount for successful iot implementation readiness?
Focus on building strong internal organizational structures and reliable technological infrastructures before or in parallel with the introduction of IoT technologies. Evidence: Journal of Soft Computing and Decision Analytics (2023).
Why does "Organizational and Infrastructure Factors are Paramount for Successful IoT Implementation Readiness" matter for design?
Understanding the key drivers of IoT readiness allows organizations to strategically allocate resources and focus on areas that will yield the greatest impact. This proactive approach can mitigate implementation risks and accelerate the realization of benefits associated with IoT adoption.
How can designers apply this research?
Focus on building strong internal organizational structures and reliable technological infrastructures before or in parallel with the introduction of IoT technologies.
What were the main findings?
Organizational factors are the most significant dimension influencing IoT implementation readiness.. Hard and soft infrastructures are also critical dimensions for successful IoT adoption.. Environmental factors, security and privacy, data analytics, and customer/training dimensions have a lesser, but still contributory, impact.
What research method was used?
Fuzzy Decision Making Trial and Evaluation Laboratory (DEMATEL) and Fuzzy Analytic Hierarchy Process (AHP).
How strong is the evidence?
Evidence strength is rated Strong effect, based on a 2023 journal from Journal of Soft Computing and Decision Analytics.
What should I do differently in my next project?
Conduct an internal assessment of your organization's current capabilities in terms of structure, processes, and technological infrastructure before embarking on an IoT implementation project.
What are the limitations?
The reliance on expert opinions and fuzzy logic introduces subjectivity; the specific weighting of factors may vary across different industries and contexts.
Is there evidence that iot affects design outcomes?
The research found that an organization's internal structure and capabilities, along with its physical and digital infrastructure, are the most important factors determining its readiness to implement IoT. Other aspects like the external environment, data security, and employee training also play a role, but to a lesse Source: Journal of Soft Computing and Decision Analytics (2023).
Where does this iot implementation research apply?
Industrial IoT implementation readiness It sits within commercial production research on designdex.org.

Related research topics

iot design research · evidence on iot · does iot improve design outcomes · iot implementation studies for designers · iot and iot implementation findings · commercial production research evidence