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Association Between Women’s Labor Force Participation Rate and GDP per Capita in the Philippines: A Regression Analysis

Cornelio Cervantes, Jaymee Valerie Bautista, Ma Kristine Cruz, Kristine Joyce Logroño, Dianne Marcelo, Princess Ocampo
Psychology and Education: A Multidisciplinary Journal · 2026-09-19 · DOI 10.70838/PEMJ.621003
Token #10469
✓ Verified on SciChain. The record below hashes to exactly the content hash stored on chain for token #10469.
Token#10469 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0xbcaa767dc03c65716c9e8fbd8a121877dea773334e724c1c34f81f5d97aadd3c · block 12113198
Minted2026-10-02 15:55 UTC
Hash on chain0x31b63fd9a1a00b61018b3e71dba038af4d4dc1fbb23e01ca5290f2f68fdfe450
SHA-256 of the record0x31b63fd9a1a00b61018b3e71dba038af4d4dc1fbb23e01ca5290f2f68fdfe450
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Cornelio Cervantes 0x416B972D…3BDc72 150,000 150,000
Jaymee Valerie Bautista 0x36307031…C8D4cd 150,000 150,000
Ma Kristine Cruz 0x14729EeC…7C210F 150,000 150,000
Kristine Joyce Logroño 0xAC404a9b…670cC1 150,000 150,000
Dianne Marcelo 0x9fa9Bcc3…E036A8 150,000 150,000
Princess Ocampo 0xF73597ab…7B48E2 150,000 150,000

The anchored record

Canonical JSON (keys sorted, no spaces, UTF-8). Its SHA-256 is the hash on chain.

{"abstract":"The women's labor force participation rate is significantly growing over the years. These growing numbers have drawn attention to the relationship between women's labor force participation and economic development in the Philippines. Specifically, this study aimed to identify whether the women's labor force participation rate has a significant or insignificant effect on GDP per capita. Using secondary data of women labor force participation rate and GDP per capita of the Philippines from 2000 to 2024 from Our World in Data and World Data, the annual time series data were analyzed using simple linear regression together with different diagnostics tests. To test the result, different methods were used: Linear Regression Analysis, Ramsey Equation Specification Error Test (RESET Test), Durbin-Watson Test, Breusch-Pagan Test, and Normality Test. The result shows that the model has a p=value of 0.5265, which is significantly higher than the 0.05 level of significance. This result indicates that there is no statistically significant relationship between the women's labor force participation rate and GDP per capita in the Philippines. Moreover, with a Multiple R-Squared of 0.01766, it means that only 1.77% of GDP per capita can be explained by the model. This study also tries to transform the independent variable using Logarithmic Transformation and Box-Cox Transformation, but the statistical significance between the variables is still insignificant. To sum up, the results indicate that only the women labor force alone explains very little variation in GDP per capita in the Philippines, and it is also crucial to explore other factors such as education, employment, enabling environment and health that might affect the growth in GDP per capita.","abstract_source":"original","authors":["Cornelio Cervantes","Jaymee Valerie Bautista","Ma Kristine Cruz","Kristine Joyce Logroño","Dianne Marcelo","Princess Ocampo"],"date":"2026-09-19","doi":"10.70838/PEMJ.621003","id":10469,"issue":10,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"92badc1d20d67216112358f22e0f189f92448f867cf44d658582dc9fee90d519","schema":"scimatic-article/1","title":"Association Between Women’s Labor Force Participation Rate and GDP per Capita in the Philippines: A Regression Analysis","volume":62}

Check it yourself

1. The record, from the token's own metadata:

printf '%s' "$(curl -s https://scimatic.org/nft/articles/10469.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(10469)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c29000000000000000000000000000000000000000000000000000000000000028e5"},"latest"]}'

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