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MASTER OF BUSINESS ADMINISTRATION
MBA 5008 - Assessment 3: Research Report
Title: “
Impact of Digital Marketing on Consumer Behaviour”
Student Name: Utsav Dhola
Student Id:
56032
Word Count: 3067 words
Abstract:
Purpose –
This research seeks to comprehensively investigate the impact of digital marketing on
consumer behavior, focusing on factors influencing purchasing decisions, trust, and brand
loyalty. The study aims to provide insights into the dynamic landscape of digital marketing and
its significance for businesses in the digital age.
Design/methodology/approach –
A systematic literature review methodology was employed to
gather and analyze recent research papers (published within the last 5 to 10 years) from reputable
sources. A diverse set of research papers was selected, encompassing various aspects of digital
marketing and its effects on consumer behavior.
Findings – The findings from the selected research papers indicate that digital marketing
significantly influences consumers' purchase decisions, with social media, influencer marketing,
and personalized content playing pivotal roles. Trust and brand loyalty are fostered through
credible digital interactions, word of mouth, and content trustworthiness. Additionally, the
transition from traditional to digital marketing is showcased as a critical step for businesses
seeking to remain competitive in the digital landscape.
Practical implications – Practitioners can use the insights from this study to tailor their digital
marketing strategies, particularly when targeting Millennials and Generation Z. Investment in
data sciences and analytics is recommended to personalize marketing efforts. Furthermore,
embracing digital transformation is essential for businesses across industries, and a strong online
presence coupled with trustworthy content can enhance consumer engagement and influence
purchasing decisions.
Originality/value – This research highlights the evolving strategies and technologies in digital
marketing, providing valuable guidance for businesses aiming to navigate and excel in the digital
age.
2
Table of Contents
Abstract:
...........................................................................................................................................
2
1.
Introduction
...........................................................................................................................
4
2.
Methodology
.........................................................................................................................
5
2.1.
Search Strategy:
.............................................................................................................
5
2.2.
Study Selection Criteria:
...............................................................................................
5
2.3.
Data Extraction:
.............................................................................................................
6
3.
Results:
.................................................................................................................................
7
4.
Discussion:
..........................................................................................................................
11
4.1.
Key Findings:
..............................................................................................................
11
4.2.
Limitations and Recommendations:
............................................................................
12
4.3.
Implications for Practitioners:
.....................................................................................
13
5.
Conclusion:
.........................................................................................................................
14
6.
References:
........................................................................................................................
15"
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1. Introduction: In the ever-evolving landscape of business, digital marketing has emerged as a central
component of modern business strategies, revolutionizing the way companies reach and engage
with their target audience (Suherlan & Okombo, 2023). The ubiquity of digital devices and the
internet has compelled businesses to adapt and leverage digital marketing strategies to stay
competitive and relevant (Brown & Brown, 2019). This paradigm shift has not only altered the
way companies promote their products and services but has also significantly impacted consumer
behavior. Understanding the profound influence of digital marketing on consumer behavior has
become imperative for businesses aiming to succeed in the digital age (Gabhane et al., 2023).
Furthermore, the influence of digital marketing on consumer behavior has gained immense
significance due to the proliferation of online channels, social media platforms, and e-commerce
websites (Yadav & Rahman, 2018). In this era of connectivity, consumers are constantly
bombarded with digital advertisements, product recommendations, and personalized content.
This onslaught of digital stimuli has led to a transformation in how consumers make purchasing
decisions, thereby necessitating a comprehensive analysis of the subject matter (Bang &
Wojdynski, 2016). The existing body of literature on the impact of digital marketing on consumer behavior provides
valuable insights, yet it also reveals certain gaps that warrant further investigation. Past studies
have often focused on isolated aspects of digital marketing or have been limited by a narrow
temporal scope (Lamberton & Stephen, 2016; Nunan & Di Domenico, 2019). To address these
limitations, this report seeks to bridge the existing gaps by conducting a comprehensive literature
review that encompasses recent research conducted within the last 5 to 10 years. By narrowing
the focus to contemporary studies, we aim to provide a more up-to-date and relevant
understanding of how digital marketing influences consumer behavior. The primary research
questions guiding this investigation are twofold. Firstly, we aim to uncover how digital
marketing strategies influence consumers' decisions to make a purchase. Understanding the
mechanisms at play when consumers are exposed to digital marketing campaigns can offer
valuable insights into the effectiveness of these strategies and their impact on the bottom line.
Secondly, we aim to identify the critical elements within digital marketing that contribute to the
4
development of consumer trust and brand loyalty. In an era where brand loyalty is increasingly
elusive and consumers are inundated with options, deciphering the elements that foster trust and
loyalty is crucial for businesses seeking to maintain customer retention and sustained growth
(Ryan, 2020).
In the following sections, we will delve into the literature, examining key findings and trends in
research related to the impact of digital marketing on consumer behavior. By synthesizing and
critically analyzing these insights, we hope to provide a comprehensive understanding of this
complex and evolving relationship, shedding light on the strategies that businesses can employ to
leverage digital marketing effectively in the pursuit of customer engagement and loyalty.
2. Methodology:
2.1. Search Strategy: To conduct a comprehensive literature review on the impact of digital marketing on consumer
behavior, we employed a systematic and rigorous search strategy (Paez, 2017). Our aim was to
capture a wide range of relevant articles to ensure the inclusivity and relevance of our research.
We initiated our search with no start date restrictions, recognizing the dynamic nature of digital
marketing and the need to encompass recent developments. We utilized the following search term: “digital marketing”, “consumer behavior”, “digital
marketing impact on consumer behavior”. To maximize the breadth of our search, we utilized
various databases and search engines renowned for their academic and scholarly content. These
sources included Google Scholar, Emerald, ProQuest Business Premier Collection, Elsevier
(Science Direct), Wiley Online Library, and JSTOR (Ramirez & Foster, 2023). This multi-
pronged approach ensured that we cast a wide net and minimized the risk of overlooking
pertinent research. After an initial search, we meticulously removed duplicate articles, resulting
in a final pool of 1,520 unique articles for further evaluation.
2.2. Study Selection Criteria: 5
Selecting the most relevant research papers required careful application of inclusion and
exclusion criteria (Lefebvre et al., 2019). To be considered for inclusion in our review, a paper
had to meet the following criteria:
Focus on the Impact of Digital Marketing:
The research paper had to directly address the
impact of digital marketing on consumer behavior. We excluded papers that did not directly
relate to our research questions.
Recent Publication:
Given the rapid evolution of digital marketing, we limited our selection
to papers published within the last 5 to 10 years from the initiation of our search. This
timeframe ensured that the findings remained current and relevant in the rapidly changing
digital landscape.
Peer-Reviewed and Reputable Journal: We prioritized peer-reviewed papers published in
reputable journals. This criterion helped us maintain the quality and credibility of the sources
included in our review.
To maintain the integrity and focus of our research, we also established exclusion criteria:
Irrelevant Content:
Papers that did not directly address the impact of digital marketing on
consumer behavior were excluded.
Publication Date:
Papers published before 2015 were excluded to ensure the recentness of
the research.
Non-Peer-Reviewed or Non-Reputable Sources:
We excluded papers that were not peer-
reviewed or were published in non-reputable sources, safeguarding the reliability of the
research.
2.3. Data Extraction: Our data extraction process was meticulously structured to gather essential information from
each selected research paper, ensuring a comprehensive analysis. The extracted data
encompassed key details to facilitate a thorough understanding of each study's characteristics and
findings:
6
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Author(s) and Title of Publication: We recorded the names of the author(s) and the title of
each research paper to uniquely identify and credit the work accurately.
Journal:
We noted the name of the journal where the paper was published, emphasizing the
source's credibility and academic context.
Year of Publication:
The publication year was documented to assess the recency of the
research and its relevance in the rapidly evolving field of digital marketing.
Research Question and Aims:
We summarized the primary research question(s) and the
overarching aims of the study to provide context for the research objectives.
Theoretical/Conceptual Framework:
We identified any theoretical or conceptual
frameworks employed by the researchers to guide their study, offering insights into the
theoretical underpinnings of their work.
Research Design:
We categorized the research design used in each study, whether it was
experimental, qualitative, quantitative, or a combination, providing an overview of the
study's methodology.
Methods and Data Analysis:
We outlined the specific research methods employed, such as
surveys, interviews, or data analysis techniques, shedding light on the data collection and
analysis processes.
Key Findings:
We summarized the primary findings and outcomes of each study,
highlighting the key insights regarding the impact of digital marketing on consumer behavior.
By adhering to this structured methodology, we ensured a systematic and comprehensive
approach to our literature review, guaranteeing the inclusion of relevant, recent, and credible
research papers that would contribute to a robust analysis of the impact of digital marketing on
consumer behavior.
3. Results:
The results section provides a summary of key findings from the selected research papers. The
following table presents a snapshot of the extracted data from each paper:
Table 1:
“Summary of key findings from the 10 most-relevant selected research papers”
7
Author(s) and
Title of
Publication
Journal
Year
Research
Question and
Aims
Theoretical/
Conceptual
Framework
Research
Design
Methods and
Data Analysis
Key Findings
1
Melović, B. et
al. (2020) - "The
impact of digital
transformation
and digital
marketing on the
brand
promotion,
positioning and
electronic
business in
Montenegro."
Technology
in Society
2020
To assess the
impact of
digital
marketing on
businesses in
Montenegro,
specifically
regarding brand
promotion,
positioning, and
electronic
business
development.
Not
specified
Quantitativ
e
Surveys and
SEM analysis
Digital marketing
has a significant
impact on
Montenegrin
businesses, but the
study's
applicability to
other regions may
vary. Future
research could
explore digital
marketing's
influence on
consumer
purchasing trends.
2
Munsch, A.
(2021) -
"Millennial and
generation Z
digital marketing
communication
and advertising
effectiveness: A
qualitative
exploration."
Journal of
Global
Scholars of
Marketing
Science
2021
To understand
Millennials'
behavior in
digital
marketing and
their role in the
digital age,
focusing on
effective
strategies to
capture them.
Not
specified
Qualitative
Surveys,
online bulletin
boards, and
personal
interviews
Millennial and
Generation Z
behaviors in
response to digital
marketing
strategies have a
significant impact,
particularly in the
context of social
media advertising
and influencer
marketing.
3
Trivedi, J. &
Sama, R. (2020)
- "The effect of
influencer
marketing on
consumers’
brand admiration
and online
Journal of
Internet
Commerce
2020
To examine the
influence of
influencer
marketing on
consumer
behavior,
specifically
regarding
Not
specified
Quantitativ
e
Survey,
structural
equation
modeling,
hierarchical
regression
analysis
Expert influencers
have a greater
impact on
promoting
consumer
electronics than
attractive celebrity
influencers.
8
purchase
intentions: An
emerging market
perspective."
electronic
items.
4
Varghese, S. &
Agrawal, M.
(2021) - "Impact
of social media
on Consumer
Buying
Behavior."
Saudi
Journal of
Business
and
Managemen
t Studies
2021
To analyze how
social media
affects
consumer
decision-
making in
complex buying
scenarios.
EBM
(Engage,
Buy, and
Manage)
model with
six phases
Quantitativ
e
Quantitative
survey
analysis
Social media plays
a significant role in
providing product
information and
influencing
purchasing
decisions.
5
Palalic, R. et al.
(2021) - "Social
media and
consumer
buying behavior
decision: what
entrepreneurs
should know?"
Managemen
t Decision
2021
To understand
the impact of
social media on
the purchasing
decisions of
Pakistani
consumers,
focusing on
word of mouth
and content
trustworthiness.
Not
specified
Quantitativ
e
Survey
analysis
Word of mouth and
content
trustworthiness are
crucial factors
influencing
consumer
purchasing
decisions through
social media.
6
Saura, J. R.
(2021) - "Using
data sciences in
digital
marketing:
Framework,
methods, and
performance
metrics."
Journal of
Innovation
&
Knowledge
2021
To investigate
the application
of data sciences
in digital
marketing,
methods used,
and
performance
measurements.
Not
specified
Qualitative
Literature
review and
insights
The study offers
insights into the
use of data
sciences in digital
marketing and
suggests strategies
for developing
successful digital
marketing
strategies.
7
Kapoor, R. &
Kapoor, K.
(2021) - "The
transition from
traditional to
digital
Worldwide
Hospitality
and Tourism
Themes
2021
To explore the
usage of digital
marketing tools
in luxury hotels
in India and
their shift from
Not
specified
Qualitative
Individual
telephonic
conversations,
surveys, and
meetings
Digital
transformation has
advantages over
traditional
advertising
techniques in the
9
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marketing: a
study of the
evolution of e-
marketing in the
Indian hotel
industry."
traditional to
digital
advertising.
hotel industry,
positively
impacting
customer behavior.
8
Erlangga, H.
(2021) - "Effect
of digital
marketing and
social media on
purchase
intention of
SMEs food
products."
Turkish
Journal of
Computer
and
Mathematics
Education
2021
To investigate
how social
media-based
digital
marketing
affects
purchasing
decisions of
small and
medium-sized
enterprises
(SMEs) for
food products.
Not
specified
Quantitativ
e
Simple linear
regression
analysis
Social media
marketing has a
significant impact
on consumers'
decisions to
purchase products
from SMEs.
9
Herhausen, D. et
al. (2020) - "The
digital marketing
capabilities gap."
Industrial
Marketing
Managemen
t
2020
To understand
the evolution of
digital
marketing
within the
industrial sector
and assess the
digital
marketing
capabilities of
industrial
companies.
Resource-
based view
Mixed
methods
Literature
review, online
survey,
interviews
Digitalization has
deeply impacted
industrial
marketing, and
companies are
developing digital
marketing
capabilities to
adapt to the
changing
landscape.
10
Lee, H. & Cho,
C. H. (2020) -
"Digital
advertising:
present and
future
prospects."
International
Journal of
Advertising
2020
To examine the
impact of
digital
technologies on
marketing,
particularly in
the field of
Not
specified
Qualitative
Review of
current
developments
and trends in
digital
advertising
The study
highlights the
importance of
adapting to the
digital age in
marketing and
emphasizes the
10
digital
advertising.
role of data, AI,
and big data in
shaping future
marketing
strategies.
4. Discussion:
The discussion section critically examines the findings from the selected research papers,
highlighting the impact of digital marketing on consumer behavior. It also addresses the
limitations of the literature review, suggests recommendations for future research, and discusses
implications for practitioners seeking to leverage digital marketing strategies effectively.
4.1. Key Findings:
The study by Melović et al. (2020) sheds light on the significance of digital marketing in the
context of Montenegro. The findings underscore the pivotal role digital marketing plays in
advertising, brand positioning, and the development of electronic products and services in this
region. This implies that businesses in Montenegro have recognized the value of embracing
digital strategies to connect with consumers and promote their offerings effectively. In addition,
Munsch (2021) delves into the behavior of Millennials and Generation Z in the United States
concerning digital marketing. The qualitative exploration reveals that digital marketing,
including social media ads and influencers, effectively captures the attention and influences the
consumer behavior of these demographics. This finding underscores the importance of tailoring
digital marketing strategies to cater to the preferences and habits of these younger generations.
Similarly, Trivedi and Sama's study (2020) homes in on the influence of influencer marketing,
particularly in the realm of consumer electronics purchasing. The research highlights the superior
impact of expert influencers compared to attractive celebrity influencers. This finding
emphasizes the need for businesses to collaborate with influencers who possess expertise and
credibility within their respective niches. However, Varghese and Agrawal's research (2021)
explores the role of social media in consumer decision-making processes. The study reveals that
social media serves as a significant source of product information and has a substantial impact on
influencing consumers' purchasing decisions. Businesses should recognize the critical role of
11
social media in shaping consumer behavior and tailor their strategies accordingly. Furthermore,
Palalic et al. (2021) provide insights into the impact of social media on the purchasing decisions
of Pakistani consumers. The study highlights word of mouth and content trustworthiness as
critical factors influencing consumer behavior. This underscores the importance of fostering
positive online interactions and ensuring the credibility of digital content to drive consumer trust
and loyalty. In addition, Saura's research (2021) delves into the application of data sciences in digital
marketing. While not directly addressing consumer behavior, this study emphasizes the
importance of leveraging data analytics and artificial intelligence in crafting effective digital
marketing strategies. This has implications for businesses seeking to personalize their marketing
efforts and optimize customer engagement. Moreover, Kapoor and Kapoor (2021) explore the
transition from traditional to digital marketing in the Indian hotel industry. Their findings
underscore the advantages of digital transformation in enhancing marketing capabilities. This
transition reflects the global shift towards digital marketing as a dominant force in consumer
engagement. Erlangga's study (2021) investigates the effect of social media-based digital marketing on the
purchase intentions of SMEs' food products. The research highlights the significant impact of
social media marketing on consumer choices, emphasizing the importance of online presence for
small and medium-sized enterprises. Herhausen et al. (2020) examine the digital marketing
capabilities of industrial companies. While specific to the industrial sector, this study highlights
the transformative effects of electronic commerce on industrial marketing. It underscores the
importance of adapting digital strategies in traditionally non-consumer-oriented industries.
Lastly, Lee and Cho's research (2020) discusses the present and prospects of digital advertising.
While not providing empirical findings, it emphasizes the urgency of embracing new
technologies and data-driven approaches in marketing to remain competitive in the digital age.
4.2. Limitations and Recommendations:
While the research papers selected for this review offer valuable insights, they are not without
limitations. Many studies have limited generalizability due to their specific regional focus or
12
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small sample sizes. To address these limitations and advance our understanding of digital
marketing's impact on consumer behavior, future research should consider the following:
Longitudinal Studies:
Future research should prioritize longitudinal studies to assess the
long-term effects of digital marketing on consumer behavior. This would enable researchers
to track changes in consumer preferences and behaviors over time, providing a more
comprehensive view of the evolving digital landscape (Busalim, Fox & Lynn, 2022).
Cross-Cultural Studies:
To gain a deeper understanding of cultural variations in the impact
of digital marketing, cross-cultural studies are warranted (Pratesi et al., 2021). Such research
can shed light on how digital marketing strategies resonate with consumers in diverse
cultural contexts and guide businesses in crafting culturally sensitive campaigns.
Sample Size:
Researchers should aim for larger and more diverse sample sizes to enhance
the generalizability of findings. This would allow for more robust statistical analyses and a
broader applicability of research outcomes (Maxwell, 2021).
4.3. Implications for Practitioners:
The findings from these studies have several implications for practitioners and businesses
seeking to harness the power of digital marketing effectively:
Targeting Younger Generations:
Recognizing the significant influence of digital marketing
on Millennials and Generation Z, businesses should tailor their strategies to engage these
demographics effectively. This may involve using social media ads, influencers, and content
that resonates with the preferences and values of these younger consumers (Munsch, 2021).
Investing in Data Sciences:
The use of data sciences and analytics in digital marketing can
provide valuable insights into consumer behavior and preferences (Saura, 2021).
Practitioners should consider investing in data-driven technologies to personalize marketing
efforts and optimize customer engagement.
Transition to Digital: The transition from traditional to digital marketing is crucial for
businesses across industries. Embracing digital transformation and adapting to the digital age
can enhance marketing capabilities and competitive advantage (Kapoor & Kapoor, 2021).
13
Leveraging Social Media: Social media's impact on consumer behavior is undeniable.
Businesses should prioritize their online presence, foster positive online interactions, and
ensure the trustworthiness of digital content to influence consumer choices positively
(Trivedi & Sama, 2020).
5. Conclusion:
In conclusion, this comprehensive report has explored the impact of digital marketing on
consumer behavior, addressing two primary research questions. The synthesized findings from
the array of selected research papers underscore the pivotal role that digital marketing plays in
shaping consumer decision-making processes, fostering trust, and nurturing brand loyalty. The
literature review offers valuable insights into the contemporary landscape of digital marketing,
but it does not shy away from acknowledging its own limitations. To propel our understanding of
this ever-evolving field, recommendations for future research are thoughtfully provided,
encouraging scholars to explore uncharted territories and address the persisting gaps in the
current body of knowledge. In today's rapidly changing business environment, where technology
continues to advance at an unprecedented pace, grasping the nuances of digital marketing and its
profound impact on consumer behavior is not just beneficial but imperative. For businesses
aiming not only to survive but thrive in the digital age, staying abreast of the latest trends and
understanding the shifting sands of consumer preferences in digital marketing is nothing short of
a strategic necessity, vital for the formulation and execution of successful marketing strategies
and the effective management of brand perception.
14
6.
References:
Bang, H., & Wojdynski, B. W. (2016). Tracking users' visual attention and responses to
personalized advertising based on task cognitive demand. Computers in Human
Behavior
, 55
, 867-876.
Brown, N., & Brown, I. (2019). From digital business strategy to digital transformation-How: A
systematic literature review. Proceedings of the South African Institute of Computer
Scientists and Information Technologists 2019
, 1-8.
Busalim, A., Fox, G., & Lynn, T. (2022). Consumer behavior in sustainable fashion: A systematic
literature review and future research agenda. International Journal of Consumer
Studies
, 46
(5), 1804-1828.
Erlangga, H. (2021). Effect of digital marketing and social media on purchase intention of Smes
food products. Turkish Journal of Computer and Mathematics Education
(TURCOMAT), 12(3), 3672-3678.
Gabhane, D., Varalaxmi, P., Rathod, U., Hamida, A. G. B., & Anand, B. (2023). Digital
marketing trends: Analyzing the evolution of consumer behavior in the online
space. Boletin De Literatura Oral
, 10
(1), 462-473.
Kapoor, R., & Kapoor, K. (2021). The transition from traditional to digital marketing: a study of
the evolution of e-marketing in the Indian hotel industry. Worldwide Hospitality and
Tourism Themes, 13(2), 199-213.
Herhausen, D., Miočević, D., Morgan, R. E., & Kleijnen, M. H. (2020). The digital marketing
capabilities gap. Industrial Marketing Management, 90, 276-290.
15
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Lamberton, C., & Stephen, A. T. (2016). A thematic exploration of digital, social media, and
mobile marketing: Research evolution from 2000 to 2015 and an agenda for future
inquiry. Journal of marketing
, 80
(6), 146-172.
Lee, H., & Cho, C. H. (2020). Digital advertising: present and future prospects. International
Journal of Advertising, 39(3), 332-341.
Lefebvre, C., Glanville, J., Briscoe, S., Littlewood, A., Marshall, C., Metzendorf, M. I., ... &
Cochrane Information Retrieval Methods Group. (2019). Searching for and
selecting studies. Cochrane Handbook for systematic reviews of interventions
, 67-
107.
Maxwell, J. A. (2021). Why qualitative methods are necessary for generalization. Qualitative
Psychology
, 8
(1), 111. Melović, B., Jocović, M., Dabić, M., Vulić, T. B., & Dudic, B. (2020). The impact of digital
transformation and digital marketing on the brand promotion, positioning and
electronic business in Montenegro. Technology in Society, 63, 101425.
Munsch, A. (2021). Millennial and generation Z digital marketing communication and
advertising effectiveness: A qualitative exploration. Journal of Global Scholars of
Marketing Science, 31(1), 10-29.
Nunan, D., & Di Domenico, M. (2019). Older consumers, digital marketing, and public policy: A
review and research agenda. Journal of Public Policy & Marketing
, 38
(4), 469-483.
16
Palalic, R., Ramadani, V., Mariam Gilani, S., Gërguri-Rashiti, S., & Dana, L. P. (2021). Social
media and consumer buying behavior decision: what entrepreneurs should know?
Management Decision, 59(6), 1249-1270.
Paez, A. (2017). Gray literature: An important resource in systematic reviews. Journal of
Evidence‐Based Medicine
, 10
(3), 233-240. Pratesi, F., Hu, L., Rialti, R., Zollo, L., & Faraoni, M. (2021). Cultural dimensions in online
purchase behavior: Evidence from a cross-cultural study. Italian journal of
marketing
, 2021
, 227-247.
Ramirez, D., & Foster, M. J. (2023). Searching with a purpose: How to use literature searching to
support your research.
Ryan, D. (2020). Understanding digital marketing: A complete guide to engaging customers and
implementing successful digital campaigns. Kogan Page Publishers.
Saura, J. R. (2021). Using data sciences in digital marketing: Framework, methods, and
performance metrics. Journal of Innovation & Knowledge, 6(2), 92-102.
Suherlan, S., & Okombo, M. O. (2023). Technological Innovation in Marketing and its Effect on
Consumer Behaviour. Technology and Society Perspectives (TACIT)
, 1
(2), 94-103.
Trivedi, J., & Sama, R. (2020). The effect of influencer marketing on consumers’ brand
admiration and online purchase intentions: An emerging market perspective. Journal
of Internet Commerce, 19(1), 103-124.
Varghese, S., & Agrawal, M. (2021). Impact of social media on Consumer Buying Behavior.
Saudi Journal of Business and Management Studies, 6(3), 51-55.
17
Yadav, M., & Rahman, Z. (2018). The influence of social media marketing activities on customer
loyalty: A study of e-commerce industry. Benchmarking: An International
Journal
, 25
(9), 3882-3905.
18
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