The proliferation of digital marketing channels has created both opportunities and challenges for marketers in attributing conversion effectively. This paper reviews the literature on the application of big data analytics in enhancing multichannel marketing attribution models. By synthesizing recent research findings, this review highlights how big data techniques can improve the accuracy of attribution, provide insights into customer behavior, and ultimately lead to more effective marketing strategies