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E-commerce Customer Satisfaction: Expectation versus Reality of Online Shoppers

Janry Rufano, Gegie Gervacio
Psychology and Education: A Multidisciplinary Journal · 2025-11-07 · DOI 10.70838/pemj.480909
Token #6679
✓ Verified on SciChain. The record below hashes to exactly the content hash stored on chain for token #6679.
Token#6679 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0x3b3172e82d0150fe4fcba73fcab541641f5e95326fa1513b87e34fb7d69ec36b · block 12108638
Minted2026-10-02 09:35 UTC
Hash on chain0x2f760d38bbac8461c2183b1080b7d4f916002bc148d8779f0078e1ff3fa094ff
SHA-256 of the record0x2f760d38bbac8461c2183b1080b7d4f916002bc148d8779f0078e1ff3fa094ff
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Janry Rufano 0x821e1e8B…777fAF 450,000 450,000
Gegie Gervacio 0x9AeE5506…c48B11 450,000 450,000

The anchored record

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

{"abstract":"The study aims to elucidate the level of satisfaction of online shoppers, the expectations and realities of shopping experiences, and the problems encountered. Additionally, it investigates the significant relationships and differences between the main variables of the study. The study employs a quantitative-descriptive correlational research design; data were collected through scrutinized questionnaires and analyzed using frequency counts, percentages, weighted means, the Chi-Square Test of Association, and the Wilcoxon Signed-Rank Test. Utilizing quota and convenience sampling, the study gathered responses from 352 online shoppers within the research locale, supplemented by face-to-face interviews to ensure data validity and depth. The results revealed that most respondents were aged 15 to 21, female, single students, college undergraduates, had a business with a monthly income of 10,000 to 24,599 pesos, and frequently used Shopee to purchase clothing. Respondents expressed a high level of satisfaction with product delivery services; however, their expectations of product quality were often unmet. While no significant correlation was found between demographic profiles and purchased products, significant differences emerged between expectations and actual experiences regarding product quality, delivery, and packaging. Delayed delivery was the most common problem encountered by the respondents. The study recommends further exploration to bridge the gap between consumer expectations and online shopping experiences. Additionally, future researchers investigate the findings and consider the recommendations made by the researcher.","abstract_source":"original","authors":["Janry Rufano","Gegie Gervacio"],"date":"2025-11-07","doi":"10.70838/pemj.480909","id":6679,"issue":9,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"4dd2b75ae8944a9768c41af422b04d8fb68be45280690a04657c7a7c608a66e1","schema":"scimatic-article/1","title":"E-commerce Customer Satisfaction: Expectation versus Reality of Online Shoppers","volume":48}

Check it yourself

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

printf '%s' "$(curl -s https://scimatic.org/nft/articles/6679.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(6679)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c2900000000000000000000000000000000000000000000000000000000000001a17"},"latest"]}'

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