Study on the Mediating Effect of Blockchain Technology on Cryptocurrency Purchase Intention

1. Gabatarwa

Binciken ya yi nazari kan rawar matsakaici ta fahimtar sauƙin amfani da amfanin fasahar blockchain a cikin sha'awar sayan cryptocurrency na masu zuba jari na Turkiyya. Binciken ya cike gibi a fahimtar yadda halayen fasahar blockchain ke jujjuya zuwa yanayin yanke shawara na karɓar mabukaci a kasuwanni masu tasowa.

2. Tsarin Ka'idoji

3. Hanyar Bincike

4. Sakamako da Bincike

5. Technical Framework

Tsarin Blockchain za a iya bayyana ta ta hanyar lissafi ta hanyar aikin hashing na sirri:

$H(m) = y$ inda $H$ aikin hashing ne na sirri, $m$ bayanan ma'amala ne, $y$ kuma fitarwa ce mai ƙayyadadden girma

Tsarin yarjejeniyar blockchain yana tabbatar da tabbatar da ciniki ta hanyar algorithm na shaida aiki:

$\text{Nemo } x \text{ don } H(block + x) \leq target$

Wannan lissafin wahalar aiki yana tabbatar da tsaron gidan yanar gizo kuma yana hana hare-haren kashe kuɗi sau biyu, wanda ya zama ginshiƙin amincin tsarin kuɗin dijital.

6. Experimental Results

Binciken ya yi amfani da samfurin lissafi na tsari don duba alaƙar hasashe. Zanen tsarin ra'ayi ya bayyana:

• Independent variable:Customer service, Cost reduction, Efficiency, Security
• Mediating variable:Perceived ease of use, perceived usefulness
• Dependent variable:Cryptocurrency purchase intention

路径系数显示，在将安全性感知转化为购买意愿时，感知有用性（$\beta = 0.42$，p < 0.01）比感知易用性（$\beta = 0.31$，p < 0.05）具有更强的中介效应。

Model fit indices demonstrate acceptable levels (CFI = 0.92, RMSEA = 0.06), supporting the adequacy of the theoretical framework.

7. Code Implementation

Although the original study did not include programming code, the logic of mediation analysis can be represented by pseudocode:

// 中介分析伪代码
过程 中介分析
    输入：IV（自变量），M（中介变量），DV（因变量）
    
    // 步骤1：检验IV对M的影响（路径a）
    对每个中介变量 in M 执行
        回归结果 = 线性回归(IV → 中介变量)
        如果 回归结果.p值 < 0.05 则
            显著中介变量.添加(中介变量)
        结束如果
    结束循环
    
    // 步骤2：控制IV检验M对DV的影响（路径b）
    对每个中介变量 in 显著中介变量 执行
        回归结果 = 线性回归(IV + 中介变量 → DV)
        中介效应 = 路径a * 路径b
        
        如果 中介效应.显著 则
            报告"发现显著中介效应"
        结束如果
    结束循环
结束过程
            

Wannan hanyar bincike ta yi daidai da tsarin SPSS Process Macro da aka yi amfani da shi a binciken asali, ta yi amfani da hanyar tallan kai don ingantaccen gwajin matsakaici.

8. Future Applications

Sakamakon binciken yana da muhimmanci ga dandamali na cryptocurrency da masu haɓaka fasahar kuɗi:

• Tsarin bayanan mai amfani:Sauƙaƙe hulɗar blockchain don haɓaka fahimtar sauƙin amfani
• Kayan aikin ilimi:Haɓaka albarkatun da ke nuna amfanin blockchain ga masu saka hannun jari masu farawa
• Tsarin TsariBa da shawara don yanke shawwarar siyasa don daidaita ƙirƙira da kare mabukaci
• Cross-Border Application:Extending the Model to International Cryptocurrency Adoption Patterns

Future research should explore cultural differences in blockchain cognition and examine how technological advancements such as smart contracts influence adoption dynamics.

9. References

1. Efendioğlu, I. H., Akel, G., Değirmenci, B., et al. (2023). The Mediating Effect of Blockchain Technology on the Cryptocurrency Purchase Intention. Social Sciences Research Journal, 12(13), 1536-1559.
2. Iansiti, M., & Lakhani, K. R. (2017). The Truth About Blockchain. Harvard Business Review, 95(1), 118-127.
3. Garg, P., Gupta, B., Chauhan, A. K., et al. (2021). Measuring the perceived benefits of implementing blockchain technology in the banking sector. Technological Forecasting and Social Change, 163, 120407.
4. Reid, F., & Harrigan, M. (2013). An Analysis of Anonymity in the Bitcoin System. In Security and Privacy in Social Networks (pp. 197-223). Springer, New York, NY.
5. Nakamoto, S. (2008). Bitcoin: A Peer-to-Peer Electronic Cash System. Bitcoin Whitepaper.

10. Expert Analysis