Research that turns culture into strategy

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Welcome to Atlas Research and Data Science summaries of our ground-breaking research into culture, diversity and all their companion topics, from inclusion to AI to talent attraction and many more.

Published Paper

Why Workplace Conflict Is Not Evenly Distributed: An Intersectional Data-Driven Approach

Predicting Workplace Conflicts through Intersectional Analysis of Social Identities of Employees: A Multilevel Statistical Modelling Approach

Published on: Open Journal of Social Sciences (2026)

Atlas blog

Explore all our posts, featuring thought leadership from Peter Mousaferiadis and a range of contributors on culture, diversity and social cohesion. Includes research-informed analysis of intersectionality, race, religion, identity and culture's role in peacebuilding alongside practical insights on surveys, gender equity, ESG, the Atlas platform, past newsletters and updates.

Published Paper

How Different Are Religions, Really? A Data-Driven Way to Measure Belief, Values, and Cultural Distance

Published Paper

What Do Career Pathways in Diversity, Equity and Inclusion Really Look Like?

Published Paper

Improve Survey Response Rates with AI

Published Paper

Predicting the Future of Media Diversity: How AI Is Forecasting Representation Through 2035

Can We Forecast the Future of Technology? What Six Years of Data Reveals

Published Paper

Breaking Down Language Barriers: Measuring How “Far Apart” Languages Really Are

Published Paper

Catching Those “Did They Really Just Say That?” Moments with AI

Published Paper

Teaching AI to Spot Its Own Biases

Published Paper

Teaching Computers to Recognise Traditional Instruments

Published Paper

Why Cultural Mutuality Matters: The Key to Organisational Diversity

Published Paper

Why Measuring Cultural Diversity Matters – And How We Finally Did It

Why a Secure Diversity and Inclusion Survey is the Backbone of Trust and True Inclusion

Published Paper

AI and Anonymity: How to Stay Protected in the Digital Age

The Secret to Secure Anonymous Surveys: Our Hybrid Security Solution

Secure Anonymous Surveys with Our Hybrid Security Solution

Published Paper

How Cultural Infusion’s Atlas Infrastructure Evolved with the AWS Well-Architected Framework (WAFR)

Published Paper

AI Chatbot for Diversity Data

AI for the Culture: Adopting NLP in Sentiment Analysis

Published Paper

Secure Diversity and Inclusion Surveys Build Trust and Inclusion

Diversity Isnt Just Good Its Great for Business Success

Diversity Isn’t Just Good, It’s Great for Business Success

Virtual Diversity-Assessment

Virtual Diversity: Are You Showing Your Diversity Commitment Online?

Cultural Diversity in Australia’s Urban Areas

Published Paper

Cultural Diversity in Australia’s Urban Areas

Small scale predictive analysis of gender balance in Australia

Published Paper

Small Scale Predictive Analysis of Gender Balance in Australia

Why Workplace Conflict Is Not Evenly Distributed: An Intersectional Data-Driven Approach

Published Paper on: Open Journal of Social Sciences (2026)

Predicting Workplace Conflicts through Intersectional Analysis of Social Identities of Employees: A Multilevel Statistical Modelling Approach

How Different Are Religions, Really? A Data-Driven Way to Measure Belief, Values, and Cultural Distance

Published Paper on: Open Journal of Social Sciences (2026)

Quantifying the Distance between Religions: A Survey Based, Data Driven Approach

What Do Career Pathways in Diversity, Equity and Inclusion Really Look Like?

Published Paper on: Open Journal of Social Sciences (2026)

Career Pathways in Diversity, Equity, and Inclusion: A Comparative Analysis of Australia and the United States

Improve Survey Response Rates with AI

Published Paper on: Open Journal of Social Sciences (2025)

Predicting Survey Response Rates Using XGBoost: A Case Study on Organizational Data

Predicting the Future of Media Diversity: How AI Is Forecasting Representation Through 2035

Published Paper on: Open Journal of Social Sciences (2025)

Media Diversity Forecasting: A Longitudinal Study Using Hybrid Machine Learning Model for Predictive Insights into Community Representation (2004-2024)

Can We Forecast the Future of Technology? What Six Years of Data Reveals

White Paper on: Cultural Infusion Atlas (2025)

Designed Forecasting Revenue Trajectories for Tech Companies 2024-2029: A Cultural and Market Diversity Analysis

Breaking Down Language Barriers: Measuring How “Far Apart” Languages Really Are

Published Paper on: Open Journal of Social Sciences (2025)

Quantifying Language Disparities: A Distance- Based Predictive Model Using Linguistic Tree Structures

Catching Those “Did They Really Just Say That?” Moments with AI

Published Paper on: Open Journal of Social Sciences (2025)

Overview of Machine Learning Algorithms for Detecting Microaggression in Written Text

Teaching AI to Spot Its Own Biases

Published Paper on: Open Journal of Social Sciences (2025)

Detecting Bias in AI: A Multi-Label RoBERTa Classification Model to Detect Bias in LLM-Generated Diversity Reports

Teaching Computers to Recognise Traditional Instruments

Published Paper on: Open Journal of Social Sciences (2025)

Multi-Instrument Detection in Polyphonic Music with Cultural Instruments

Why Cultural Mutuality Matters: The Key to Organisational Diversity

Published Paper on: NeuroQuantology (2022)

An Analytical Approach to Measure the Cultural Diversity Mutuality between two Communities

Why Measuring Cultural Diversity Matters – And How We Finally Did It

Published Paper on: The International Journal if Organisation Diversity (2022)

Analysis of Cultural Diversity Concept in Different Countries Using Fractal Analysis

AI and Anonymity: How to Stay Protected in the Digital Age

Published Paper on: Open Journal of Social Sciences (2025)

Anonymity in the Age of AI

Secure Anonymous Surveys with Our Hybrid Security Solution

White Paper on: Cultural Infusion Atlas (2025)

Innovative Authentication for Anonymous Surveys A Cryptographic Token and Behaviour-Based Rate Limiting Approach

How Cultural Infusion’s Atlas Infrastructure Evolved with the AWS Well-Architected Framework (WAFR)

Published Paper on: Cultural Infusion Atlas (2025)

Distributed Well-Architected Cloud Computing: The Evolution of Diversity Atlas Infrastructure

AI Chatbot for Diversity Data

Published Paper on: Asian Journal of Social Science Studies (2025)

Architecting secure and scalable AI chatbot for Diversity Data using fine tuned LLMs with RAG framework and lambda functions

AI for the Culture: Adopting NLP in Sentiment Analysis

White Paper on: Cultural Infusion Atlas (2025)

Enhancing Sentiment Analysis of Open-Ended Responses through Advanced Natural Language Processing (NLP) Techniques

Secure Diversity and Inclusion Surveys Build Trust and Inclusion

Published Paper on: Open Journal of Social Sciences (2025)

Empirical Analysis of Data Privacy Concerns in DEI

Diversity Isn’t Just Good, It’s Great for Business Success

White Paper on: Cultural Infusion Atlas (2024)

The Strategic Role of Diversity in Enhancing Business Outcomes

Virtual Diversity: Are You Showing Your Diversity Commitment Online?

White Paper on: Cultural Infusion Atlas (2025)

Virtual Diversity Assessment: Enhancing Inclusiveness of Organisational Websites

Cultural Diversity in Australia’s Urban Areas

Published Paper on: Open Journal of Social Sciences (2024)

Diversity and Urban Features: An Australian Case Study

Small Scale Predictive Analysis of Gender Balance in Australia

Published Paper on: Open Journal of Social Sciences (2024)

Small Scale Predictive Analysis of Gender Balance in Australia Using Grey Models: Integrating Labour Force and Migration Data

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