### Contribution  
The study presented here analyzes the dynamics of telecommunications service adoption across Mexico from 2015 to 2023, focusing on broadband access, technological infrastructure, and household service bundling. This research aims to evaluate the impact of telecommunications on closing the digital divide in Mexico, a pressing issue in contemporary policy discussions regarding equitable access to ICT. The findings underscore the correlations between access to modern telecommunications infrastructure, such as fiber optic broadband, and socio-economic indicators like Gross Domestic Product (GDP) by region. These correlations are essential to understanding the current state of the telecommunications landscape and its potential to bridge the digital divide, which persists in the less-developed regions of Mexico. The analysis reveals a significant digital divide, particularly reflected by the disparity between households with bundled telecommunications services and those with limited subscriptions. Households subscribing to multiple services are more likely to access broadband, while those relying on a single service face limited connectivity, underscoring an economic and infrastructural gap. This divide not only affects internet access but also impacts the broader potential for socio-economic advancement, as access to reliable internet is increasingly critical for educational opportunities, economic activities, and access to government services.  
The predictive models used in this study contribute directly to informing public policy aimed at closing the digital divide. By identifying regions where technological adoption remains low, the models help policymakers prioritize investments in infrastructure, particularly fiber optics, which shows moderate yet growing importance in the more connected areas [9]. Furthermore, the correlation between broadband adoption and multiple service bundles provides insights into consumer behavior, highlighting the potential of bundling strategies as an effective policy tool to encourage technology adoption. This research highlights the critical role that predictive models and robust data analysis play in shaping public policies for telecommunications in Mexico. The findings emphasize the importance of targeted investments in infrastructure, promoting service bundling as a means to enhance broadband adoption, and ultimately addressing the persistent disparities in digital access. The conclusions drawn here are pivotal in designing effective, inclusive telecommunications policies that contribute to reducing Mexico's digital divide and ensuring equitable access to ICTs for all citizens.  
Figure 2 presents the primary barriers to telecommunications and information technology immersion in many regions. These barriers include the lack of broadband access, which disproportionately affects rural areas, and the high costs of infrastructure, making it difficult to expand networks in underdeveloped regions [10]. Regulatory constraints represent policy and governmental hurdles that slow down technological adoption. Digital literacy gaps further exacerbate the issue, as a lack of knowledge limits individuals' ability to use available technologies effectively. Urban-rural disparities highlight the uneven distribution of services, where urban centers have far better connectivity compared to rural areas. Limited investment in infrastructure, especially in less economically viable regions, hampers progress [11]. Finally, low technological adoption in certain populations leads to slower overall advancement, particularly when combined with the other limiting factors. Together, these barriers create a complex challenge for achieving widespread technological integration.