Influence on Buying Behavior of Ad Campaigns from Awareness to Purchase

¹Tanaya Rajkumar Gore, Post Graduate Academic Scholar, Department of Fashion Management Studies, National Institute of Fashion Technology, Ministry of Textiles, Govt of India, Daman Campus.

²Dr Vidhu Sekhar P, Assistant Professor, Department of Fashion Management Studies, National Institute of Fashion Technology, Ministry of Textiles, Govt of India, Daman Campus.

Abstract

In the digital age, advertising has evolved into a data-driven, interactive experience that significantly influences consumer behaviour and brand performance. This research paper investigates two critical aspects of digital marketing effectiveness. The first part examines the correlation between digital advertising campaigns and consumer behaviour, analysing how exposure to online ads impacts awareness, engagement, and purchasing decisions. Through a review of existing literature and available data, the study highlights how elements such as ad design, relevance, and frequency shape consumer responses across various digital platforms.

The second part of the research explores the relationship between digital ad spend and impression rates, evaluating whether increased investment in online advertising directly translates into higher footfall. By studying social media algorithms, campaign metrics, and industry benchmarks, the research identifies patterns and variables that affect impression delivery despite budget allocation.

This research will help brands and marketers make more informed decisions by identifying which factors drive consumer engagement and which investments lead to better visibility. In the future, it can serve as a foundational reference for evaluating ad performance beyond just impressions, encouraging marketers also to track engagement rates, conversions, and return on investment (ROI). It can also inform budget planning, campaign design, and targeting strategies, ultimately contributing to more efficient and impactful digital marketing efforts.

Keywords: Digital Marketing, Advertising Campaign, Marketing Effectiveness, Consumer Behaviour, Customer Engagement, Foot Traffic Analysis.

Introduction

In today's digital-first marketplace, the role of online advertising in shaping consumer behaviour has become increasingly significant. With the exponential growth of social media and digital platforms, brands have shifted their marketing strategies from traditional media to more targeted, measurable, and interactive forms of communication. Among these, digital ad campaigns have emerged as powerful tools for influencing consumer perceptions, purchase intentions, and brand loyalty. Understanding the correlation between digital advertising and consumer behaviour is crucial for marketers aiming to create effective campaigns that resonate with their target audiences.

This research aims to explore how consumers respond to digital ad campaigns across platforms, with a focus on behavioural patterns such as engagement, interest, and purchasing decisions. By analysing consumer interactions with digital advertisements, this study seeks to uncover the psychological and emotional triggers that drive behaviour in a digital context. It also focusses the business perspective, analysing the correlation between digital ad spend and impression rates and footfall. In digital advertising, impressions represent the number of times an advertisement is displayed to users, serving as a key metric for measuring reach and visibility. However, despite its widespread use, the relationship between financial investment in digital ads and the actual impressions generated is not always linear or predictable. This section investigates whether increased ad spend and impressions reliably translate into higher footfall, and to what extent platform algorithms, content quality, and audience targeting influence the outcome. This research contributes to the existing literature by bridging the gap between advertising effectiveness, consumer psychology, and data-driven marketing strategies, while also highlighting areas for further study in footfall analysis.

Literature Review

Saffert, P., & Reinartz, W. (2013) denote that advertising effectiveness underscores the long-held belief that creative advertising yields superior outcomes compared to straightforward, attribute-focused campaigns. Stephan Vogel of Ogilvy & Mather emphasizes creativity’s efficiency in building memorable, cost-effective, and community-driven brand engagement. While prior experimental studies in communications psychology have shown that creative messages capture greater attention and foster positive product attitudes, empirical evidence linking creativity to actual consumer purchase behaviour has been limited. Addressing this gap, a recent study employed a consumer survey approach to evaluate creativity across five dimensions in TV ads for 49 fast-moving consumer goods brands in Germany. Findings revealed a strong correlation between perceived creativity and increased sales, highlighting that not all aspects of creativity are equally influential. This research advocates for a more strategic alignment of creative elements with market-specific consumer psychology to enhance ad effectiveness globally.

Awofadeju, P. O., et al., (2015). considers aim of this paper is to demonstrate the impact of advertising on the sales and profit of a business organization, taking Nigerian Breweries Plc as a case. Advertising is any paid form of non-personal information that is directed to consumers or target audiences through various media in order to present and promote a product, service, or idea. Good advertising requires competent personnel, including several specialists, to enable it to thrive in the ever-dynamic and competitive business environment. It is therefore imperative that key personnel in departments that are directly involved be carefully selected and positioned to ensure continuous success. In recognizing the role advertising can play a growing number of companies and establishments have to embark on a nationwide advertising campaign. Advertising campaigns, obviously informed by depressed consumer demand, thrive by persuading the consumer of the need for consumption. At the completion of this research work, the impact of advertising at Nigerian Breweries was clearly defined, and it should have become a continuous practice for Nigerian Breweries.

Rzemieniak, M (2015) says fast and problem-free access to information is a highly valuable asset in contemporary entrepreneurship. Over a span of recent years, the internet has become one of the main marketing communication channels, and online advertising is permanently present in advertising campaigns of both large and small companies. The main goal of the article is to present the model forms of effectiveness of online advertising and analyse the online advertising effectiveness. It has been assumed that the greater effectiveness of online advertising contributes to improving entrepreneurship among entities that use it. The article contains a hypothesis that online advertising is an effective form of advertising. The hypothesis has been verified based on desk research, as well as exploratory and experimental research

Manish Kumar Thakur, & Rakesh Kumar (2018). His research says that with social media, customers can get views, advice, and news about products/services and organizations. The tools and approaches for communicating with customers have changed greatly with the birth of social media, so companies must learn how to use social media for their business. Social media has had an impact on consumers’ decision journey. People are attending, processing, and selecting the information on social media before making a purchase decision about products /services. Social media is now working as a communication tool for businesses, which helps in building brand image and customer connection. Social media marketing is the usage of social media to expedite interactions between customers and companies. The main purpose of the study is to find out the effectiveness of social media tools on the consumer behaviour of customers of electronic products in Himachal Pradesh.

Malik, D. M (2018) says the main objective of this study is to understand different promotional activities for networking a larger number of customers, and to understand the product replenishment procedure. The company’s one of the strongest desires and the strength is, store location, merchandise management, and its promotional activities like big-day sales, monthly bachath sales, exchange offers, Wednesday Bazaar, low-cost sales, etc., are the main strategies of the company. To get a greater number of foot-falls, the company has designed its selling strategy to its existing customers and attracting new customers, by providing low-cost benefits, offers, and discounts, cash-back offers, etc. The impact of operations management inside the store is highly secured, and floor spaces are well managed. the source of income or profits is generated from managing and maintaining customer relationship management by the company. once customers are satisfied with the service quality of the company and the availability in the store will create a higher profit motive for an organization. The survey has been conducted on the basis of the objectives of the study, respondents are saying that they are very much satisfied with the selling measures handled by the staff of the store. Cost-saving measures are one of the best practices when customers are preferred for the most valuable products or services by the company. The survey has been collected under the collective opinion method, although the exploratory research design denotes the unique survey measures that result in the appearance of the customers.

Research Methodology

This research employs a mixed-methods approach, combining both quantitative data analysis and statistical testing to examine the correlation between digital advertising campaigns, consumer behaviour, and the relationship between digital ad spend and impression rates. A survey conducted with 106 respondents served as the primary data collection method to analyse consumer behaviour in response to digital ads, focusing on engagement, awareness, and purchase decisions. For the second part of the research, digital ad spend and impression data were collected from October 2024 to February 2025. Data analysis was performed using JASP.

Objectives

To analyse the correlation between digital advertising campaigns and consumer behaviour across online platforms.
To know how digital advertisements affect consumers’ purchase decisions.

Data analysis tools

To statistically test the hypotheses formulated in this research, JASP (Jeffrey’s Amazing Statistics Program) and Microsoft Excel were used due to their robust analytical capabilities and ease of use for both quantitative and visual analysis.

Microsoft Excel: Preliminary Analysis and Data Management
JASP: Statistical Testing and Hypothesis Validation

Limitation of the study

One of the key limitations of this study lies in the sample size used for analysing the correlation between digital advertising campaigns and consumer purchase decisions. The survey was conducted among 106 respondents, which may not be fully representative of the broader population. A small sample size increases the margin of error and reduces the statistical power, limiting the generalizability of the findings. Additionally, biases such as self-selection and limited exposure to digital platforms may have influenced the results.

Data Analysis

Hypothesis

H₁ (Alternative Hypothesis): There is a significant positive correlation between digital advertising campaigns and consumer behaviour, such as engagement, awareness, and purchase intent. H₀ (Null Hypothesis): There is no significant correlation between digital advertising campaigns and consumer behaviour.

The first variable measured is how often individuals take immediate action upon seeing a digital advertisement, such as clicking on the ad or visiting the website and the second variable evaluated is How frequently digital ads influence their purchase decisions.

Correlation

Interpretation

A Pearson’s r of 0.513 indicates a moderate positive correlation. This means that individuals who are more likely to take immediate action on a digital ad (click, visit) are also more likely to be influenced to purchase because of the ad. Since the p-value is less than 0.001, the result is highly statistically significant. This means the relationship observed is unlikely due to random chance, and there’s strong evidence that digital ad interaction is genuinely linked with purchase influence.

CASE STUDY: FOOTFALL ANALYSIS IN RELATION TO CAMPAIGN IMPRESSIONS AND SPEND

Initially, without any campaign spend, we were able to achieve 70% of the total footfall target, which sets a strong organic baseline. Assuming a target footfall of 100,000, this means 70,000 visitors were acquired without any paid promotion. To achieve the remaining 30% (i.e., 30,000 visitors), a campaign and marketing spend were initiated. At the beginning of the campaign, impressions were high, but the footfall saw only moderate growth—indicative of the time it takes for marketing efforts to convert awareness into action.

As the campaign progressed, a slight increase in impressions correlated with a slight increase in footfall, showing a positive yet gradual response. Interestingly, in the following phase, impressions dipped slightly, yet footfall continued to grow. This can be attributed to two factors:

The organic footfall (70%) continued to maintain traction.
A delayed conversion effect—audiences exposed to the campaign earlier began engaging during this period.

In subsequent months, impressions rose again slightly, followed by a corresponding rise in footfall. Notably, even when impressions dropped in the following month, footfall increased—reinforcing the compound and delayed effect of campaign visibility along with sustained organic traffic.

Conclusion

From an industry viewpoint, this pattern illustrates the "lag effect" in consumer response, where footfall is not immediately proportional to impressions but builds over time through repeated exposure and brand recall. It also highlights the importance of having a strong organic base (in this case, 70%) which cushions fluctuations in paid efforts. Campaigns, while critical for reaching untapped audiences and achieving final conversion goals, work best when layered over strong organic engagement and are allowed time to mature. This underlines the importance of consistency in marketing rather than relying solely on short-term spikes in impressions.

References

Saffert, P., & Reinartz, W. (2013). Creativity in advertising: when it works and when it doesn’t. Harvard Business Review.

Awofadeju, P. O., Odorume, A., TAIWO TOBILOBA FLORENCE, Ewuola, P. O., & Aderemi, A. S. (2015). IMPACT OF ADVERTISING ON SALES PERFORMANCE. TLEP International Journal of Mass Communication and Media, 1–3. https://www.tlepub.org

Rzemieniak, M. (2015). Measuring the Effectiveness of Online Advertising Campaigns in the Aspect of e-entrepreneurship. Procedia Computer Science, 65, 980–987. https://doi.org/10.1016/j.procs.2015.09.063

Manish Kumar Thakur, & Rakesh Kumar. (2018). Effectiveness of social media tools on consumer behaviour. International Journal of Innovative Knowledge Concepts, 6(12 December 2018), 14. https://www.researchgate.net/publication/334732910