The Memorylessness of the iPhone Index and Its Global Inequality Revelation

Authors

  • Jing Shui Cao Yang NO.2 High School, Shanghai, China

DOI:

https://doi.org/10.54097/r0rmc735

Keywords:

Exponential distribution, social inequality, Chi-Square Test, iPhone Index, Exponential Distribution.

Abstract

Global economic inequality is one of the most important issues across the globe, which has traditionally been measured by macroeconomic indicators like the Gini coefficient, which often lack tangibility. The iPhone Index, which measures the working days required to purchase an iPhone across countries, shows us a compelling and intuitive alternative for assessing disparities in purchasing power. This study investigates whether the 2024 global distribution of this index follows an exponential distribution. The study utilizes datasets on picodi.com in 44 countries, this study employs Maximum Likelihood Estimation (MLE) to fit an exponential model and the Chi-Square goodness-of-fit test to validate it. The results (χ²=1.75, p=0.416) confirm that the data is consistent with an exponential distribution (λ=0.0505). Furthermore, a comparative analysis between the 2023 and 2024 indices reveals subtle yet meaningful shifts in global inequality patterns. This study concludes that the iPhone Index does not adhere to an exponential distribution but also serves as an accessible and interpretable metric for policymakers and researchers monitoring global technological inequality and its evolution over time.

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References

[1] The Economist. The Big Mac Index. 1986-09-06. www.economist.com/big-mac-index. Accessed 2024-08-15.

[2] Apple Inc. Apple Reports First Quarter Results. 2024-02-01. www.apple.com/newsroom/2024/02/apple-reports-first-quarter-results/. Accessed 2024-08-15.

[3] Picodi.com. iPhone Index 2023: How Many Days Do You Need to Work to Buy an iPhone 14? 2023. www.picodi.com/my/insights/iphone-index-2023. Accessed 2024-08-15.

[4] Picodi.com. iPhone Index 2024: How Many Days Do You Need to Work to Buy an iPhone 15? 2024. www.picodi.com/my/insights/iphone-index-2024. Accessed 2024-08-15.

[5] Gini C. Variabilità e mutabilità. In: Pizetti E, Salvemini T, eds. Memorie di metodologica statistica. Libreria Eredi Virgilio Veschi, 1912: 211-382.

[6] Theil H. Economics and Information Theory. North-Holland Publishing Company, 1967.

[7] Wasserman L. All of Statistics: A Concise Course in Statistical Inference. Springer Science & Business Media, 2004.

[8] Cox D R. Renewal Theory. Methuen & Co., 1962.

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Published

13-03-2026

Issue

Section

Articles

How to Cite

Shui, J. (2026). The Memorylessness of the iPhone Index and Its Global Inequality Revelation. Journal of Innovation and Development, 14(3), 282-287. https://doi.org/10.54097/r0rmc735