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Methods20256 min read

What Gives 200,000 People a Sense of Purpose?

Analytic methodology for demographic variation analyses for wave 1 of the global flourishing study

Notable finding

Indonesia reported the highest purpose score at 8.87 on the 0-10 scale, while Japan reported the lowest at 5.67

By
Padgett, R. Noah et al.
Participants
200,000
Countries
22
Journal
BMC Global and Public Health
DOI
10.1186/s44263-025-00140-2
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§1

Key Takeaways

01

The analytic methodology for the Global Flourishing Study involves conducting demographic variation analyses separately within each of 22 countries before pooling the results using random effects meta-analysis.

02

In an illustrative analysis of purpose in life, average scores were higher among those who attended religious services more often, and countries with strong community bonds tended to report higher average scores than several high-income, more individualistic countries.

03

The demographic differences identified in these analyses are purely descriptive and should not be interpreted as causal relationships.

§2

Why It Matters

Moving beyond economic measures, we can finally see what truly helps people thrive on a global scale.

Understanding how purpose varies across demographics and countries matters because it helps identify who may be struggling and why. If younger adults, unemployed people, or those in certain nations consistently report lower purpose, public health leaders, educators, and policymakers can pay closer attention to those groups. The finding that wealthier nations do not automatically score higher on purpose challenges the assumption that economic development alone leads to fulfillment. It points toward the possible role of community bonds, spiritual practices, and family connections — areas that public policy often overlooks. This research also sets a methodological standard: by analyzing each country separately and then combining results carefully, the study respects cultural differences in how people interpret questions about meaning. Future waves of data collection will allow researchers to track whether these patterns hold steady or shift over time, offering an early warning system for declining well-being in specific populations. For anyone working to improve lives — whether in healthcare, education, community organizations, or government — knowing where purpose is strong and where it is fragile provides a starting point for action.

Understanding how purpose varies across demographics and countries matters because it helps identify who may be struggling and why. If younger adults, unemployed people, or those in certain nations consistently report lower purpose, public health leaders, educators, and policymakers can pay closer attention to those groups. The finding that wealthier nations do not automatically score higher on purpose challenges the assumption that economic development alone leads to fulfillment. It points toward the possible role of community bonds, spiritual practices, and family connections — areas that public policy often overlooks. This research also sets a methodological standard: by analyzing each country separately and then combining results carefully, the study respects cultural differences in how people interpret questions about meaning. Future waves of data collection will allow researchers to track whether these patterns hold steady or shift over time, offering an early warning system for declining well-being in specific populations. For anyone working to improve lives — whether in healthcare, education, community organizations, or government — knowing where purpose is strong and where it is fragile provides a starting point for action.

Moving beyond economic measures, we can finally see what truly helps people thrive on a global scale.

§3

The Story

What makes life feel meaningful? And does the answer change depending on where you live? This study looked at one simple but powerful question, "I understand my purpose in life", asked to over 200,000 adults across 22 countries spanning six continents.

Surprisingly, people in wealthier nations like the U.S. and U.K. reported a weaker sense of life purpose.

Participants rated their agreement from 0 (strongly disagree) to 10 (strongly agree). The results paint a surprising picture. Countries like Indonesia, Kenya, the Philippines, and Mexico topped the list, with average scores above 8. Meanwhile, several wealthy Western nations (including the United States, Sweden, the United Kingdom, and Australia) landed near the bottom, with averages closer to 6 or 7.

Japan sat lowest of all, at 5. 67. This pattern suggests that strong community ties, family connections, and spiritual or religious frameworks may go hand in hand with a stronger sense of purpose, sometimes more so than material wealth. The study also explored how purpose varied by age, gender, education, employment, marriage, and religious service attendance within each country, then combined the results to look for broad patterns. Older adults tended to report higher purpose than younger ones.

People who attended religious services more frequently reported higher purpose scores: those attending more than once a week averaged 8. 49, while those who never attended averaged 7. 19. People who were unemployed and looking for work reported the lowest purpose scores among employment groups. The researchers were careful to analyze each country separately before combining results, recognizing that a question about "purpose" might be understood differently in Tokyo than in Nairobi. This approach let them respect cultural differences while still spotting global trends. The findings don't tell us what causes purpose to rise or fall. They simply describe patterns. But those patterns are striking enough to make us rethink assumptions about where meaning is found and what supports it.

Figure
64%
Global Population Coverage

The 22 countries included in Wave 1 of the Global Flourishing Study encompass approximately 64% of the world's population.

Figure
1.56x
Purpose Score Disparity

Indonesia's mean score for understanding one's purpose in life was 8.87 on a 0-10 scale, which is approximately 1.56 times higher than Japan's mean score of 5.67.

Figure
+1.30 points
Religious Attendance and Purpose

In a pooled analysis across 22 countries, the mean purpose in life score for those attending religious services more than once a week was 8.49, compared to 7.19 for those who never attend, a difference of 1.30 points on the 0-10 scale.

Figure
91%
Prediction Interval Confidence

Due to the relatively low number of countries in the meta-analysis, the bounds for the prediction interval approximate a 91% confidence level for most outcomes.

Figures
64%
Global Population Coverage

The 22 countries included in Wave 1 of the Global Flourishing Study encompass approximately 64% of the world's population.

1.56x
Purpose Score Disparity

Indonesia's mean score for understanding one's purpose in life was 8.87 on a 0-10 scale, which is approximately 1.56 times higher than Japan's mean score of 5.67.

+1.30 points
Religious Attendance and Purpose

In a pooled analysis across 22 countries, the mean purpose in life score for those attending religious services more than once a week was 8.49, compared to 7.19 for those who never attend, a difference of 1.30 points on the 0-10 scale.

91%
Prediction Interval Confidence

Due to the relatively low number of countries in the meta-analysis, the bounds for the prediction interval approximate a 91% confidence level for most outcomes.

§4

Reader Questions

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Research Details
& Citation

Chat with this paper
Published
2025
Journal
BMC Global and Public Health
Participants
200,000
Countries
22
Cite this paper
Padgett, R. N., Bradshaw, M., Chen, Y., Cowden, R. G., Jang, S. J., Kim, E. S., Shiba, K., Johnson, B. R., & VanderWeele, T. J. (2025). Analytic methodology for demographic variation analyses for wave 1 of the global flourishing study. BMC Global and Public Health, 3(1). https://doi.org/10.1186/s44263-025-00140-2
Tags
purposelife-meaningdemographicscross-culturalreligion-spiritualityage
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