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Factors Affect Customer Retention: A Systematic Review

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  • University of Sharjah and The University of Jordan

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Many review studies were handled to provide valuable insights into customer retention issues and factors that could influence it positively and effectively. This study systematically reviews and analyzes customer retention and its related factors of 30 research studies from 2005 to 2019. The main findings contain that the most common factors that affect customer retention are service quality, satisfaction, trust, and commitment. Moreover, most of the customer retention studies were focused on the banking sector, followed by the studies that concerned about retail industry issues. Additionally, most of the conducted studies were undertaken in Indonesia, followed by Nigeria and India. The findings of this review study provide an overview of the current studies and analyses of customer retention and factors that affect it.
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Factors Affect Customer Retention:
A Systematic Review
Salama S. Alkitbi
1
, Muhammad Alshurideh
1,2
,
Barween Al Kurdi
3
, and Said A. Salloum
4(&)
1
University of Sharjah, Sharjah, UAE
2
Faculty of Business, University of Jordan, Amman, Jordan
3
Amman Arab University, Amman, Jordan
4
Research Institute of Sciences and Engineering,
University of Sharjah, Sharjah, UAE
ssalloum@sharjah.ac.ae
Abstract. Many review studies were handled to provide valuable insights into
customer retention issues and factors that could inuence it positively and
effectively. This study systematically reviews and analyzes customer retention
and its related factors of 30 research studies from 2005 to 2019. The main
ndings contain that the most common factors that affect customer retention are
service quality, satisfaction, trust, and commitment. Moreover, most of the
customer retention studies were focused on the banking sector, followed by the
studies that concerned about retail industry issues. Additionally, most of the
conducted studies were undertaken in Indonesia, followed by Nigeria and India.
The ndings of this review study provide an overview of the current studies and
analyses of customer retention and factors that affect it.
Keywords: Customer retention Satisfaction Trust Commitment
1 Introduction
Generally, it is recognized that there is a positive relationship between customer
retention and protability. Customer retention enables the company to increase prof-
itability and revenue [13]. Thus, the small increase in customer retention could have a
positive impact on protability [46]. [7,8] indicated that customer retention indicates
customers intention to repurchase a service or a product from the service provider. In
[9], authors dened customer retention as the future propensity of a customer to stay
with the service provider. It should be a continuous process to nd a customer and
retain them in a long-term relationship [1012].
The purpose of the study is to review previous studies and to nd out the main
inuencing factors affecting the existing customer. In addition, the study aims to
investigate the impact of customer satisfaction, trust, and commitment on customer
retention in different sectors and contexts. The review study stands the following six
research questions:
©The Editor(s) (if applicable) and The Author(s), under exclusive license
to Springer Nature Switzerland AG 2021
A. E. Hassanien et al. (Eds.): AISI 2020, AISC 1261, pp. 656667, 2021.
https://doi.org/10.1007/978-3-030-58669-0_59
RQ1: What are the main disciplines/contexts of the selected studies?
RQ2: What are the participating countries in the context of the selected studies?
RQ3: How reviews are distributed across their year of publication?
RQ4: What are the research methods of the selected studies?
RQ5: What are the active databases in the context of customer retention?
RQ6: What are the most factors that inuence customer retention?
Thus, the importance of this study is in its attempt to contribute and add value to the
extant literature by covering up-to-date research studies on customer retention and its
attempt to explore some main factors that inuence it over different countries such as
customer satisfaction, customer trust, and customer commitment. In addition, nding
out some contexts and disciplines in which customer retention and its inuencing
factors were not explicitly searched and in detail.
The structure of this review study is as follows. Section 2reviews the literature
related to customer satisfaction, customer retention, trust, and commitment to exploring
the relationships between these concepts. Section 3shows the study methodology by
covering the inclusion/exclusion criteria, data sources and search strategies, quality
assessment, as well as data coding and analysis. The fourth section discusses the
results, followed by the proposed model and hypotheses. Finally, the fth section
presents the conclusion with limitations and some recommendations.
2 Literature Review
Customer retention survives when the companies can fulll customer expectations and
additionally maintain it in long-term relationships to ensure long-term buying decisions
[1315]. The topic of customer retention is argued in business economics commonly
within the perspective of relationship marketing, which considers customer relation-
ships as one of the primary concerns with the long-term objective of developing and
maintaining them [1618]. Many previous studies indicated that companies should
always manage customer satisfaction to achieve the retention stage. According to [19]
satisfaction is an overall customer attitude towards a service provider.In[20],
authors added that satisfaction is an emotional reaction regarding what customers
expect and what they receive, including the fulllment of needs and goals. Customer
retention states a desired outcome in the future to satisfaction, so long-term of rela-
tionship is demonstrated by satisfaction. Although customer satisfaction does not
guarantee repurchase, it still plays a vital role in ensuring customer retention. While
many studies on customer retention had long focused on customer satisfaction, addi-
tional factors are stated as an inuence in customer retention, such as trust and com-
mitment. [21], in The Commitment-Trust Theory of Relationship Marketing,which
is the most inuential Relationship Marketing, suggests that the center of successful
relationship marketing is the relationship of commitment and trust. They urged the
importance of commitment and trust that leads to build a positive correlation between
company and customers and encourage efciency, productivity, and effectiveness. The
degree of trust between service provider and customer is signicantly inuenced by the
quality of the service, which results in an effective commitment to the provider, and
Factors Affect Customer Retention: A Systematic Review 657
enhancing commitment is important since it leads to an intention to invest further and
reinforce the relationship with the provider.
As mentioned in the previous section, this review study will attempt to highlight the
recent ndings of scholars about customer retention and explore some new or limited
contexts and countries in which literature did not covered enough and did not inves-
tigate and examine the relationship of customer retention with mainly satisfaction, trust,
and commitment.
3 Methods
The process of this review study for conducting a systematic review was guided by
Kitchenham and Charterss guidelines [22]. This method is used by many scholars such
as [2326]. Given that, the review was directed in four stages: the identication of
inclusion and exclusion criteria, data sources and search strategies, quality assessment,
and data coding and analysis. The details of these phases are shown in the following
sub-sections.
3.1 Inclusion/Exclusion Criteria
The studies that were critically analyzed in this review study meet the inclusion and
exclusion criteria described in Table 1.
3.2 Data Sources and Research Strategies
The studies were identied using different keywords that are related mainly to customer
retention and adding other factors such as satisfaction, trust, and commitment in several
searching processes until reaching a suitable number of related and targeted articles and
studies to select and analyze. Table 2shows the keywords search. The search process
Table 1. Inclusion and exclusion criteria.
Inclusion criteria Exclusion criteria
- Should involve Customer retention and should be in
Tittle
- Should involve one or all terms of satisfaction, trust, &
commitment, and could be in Tittle, abstract or
anywhere in the document
- Should be written in English
- Should be published between 2005 and 2019
- Could include articles, reports, or theses
- Any study that does not discuss
mainly customer retention
658 S. S. Alkitbi et al.
was conducted through ve various journal databases which are ProQuest, Science-
Direct, Taylor, and Emerald, and Google Scholar as a search engine. The search was
done on a different day for several times started on Sunday, 26
th
Jan. 2020, and the last
search was on Saturday, 1
st
Feb. 2020. Initial search results which focus on searching
for customer retention as a title and other keywords in the title or abstract or anywhere
in a document across ve online databases and google scholar are 137 studies. The
studies were downloaded and then ltered to remove the duplicate, which was 20
studies, so the studies became 117 studies, and the distribution of studies across the
database is presented in Table 3. After applying inclusion and exclusion criteria to
select targeted studies, the studies became 105 studies. After screening studies and to
focus mainly on that studies involve good discussion and analysis for customer
retention and targeted factors that inuence it, the selected studies to analyze for this
review systematic study are 30 studies. These 30 studies were applied to various
sectors, countries and published in the last 15 years ago. All processes are described in
Fig. 1.
Table 2. Data sources and databases
Keyword search
SatisfactionAND Customer retention
SatisfactionAND TrustAND Customer
retention
SatisfactionAND TrustAND
commitmentAND customer retention
Table 3. The total number of articles.
Journal databases Frequency
ProQuest 51
ScienceDirect 22
Taylor 23
Emerald 15
Google Scholar 26
Total 137
Factors Affect Customer Retention: A Systematic Review 659
3.3 Quality Assessment
Quality assessment is another factor that could be applied to examine the studies
quality, along with the inclusion and exclusion criteria. The quality assessment checklist
with 9 criteria was formulated to evaluate the quality of the research studies that were
selected for further analysis (N = 30). The quality assessment checklist is claried in
Table 4. The checklist was adapted from those suggested by [22]. Each question was
scored according to the three-point scale, with a Yesbeing worth 1 point, Nobeing
worth 0 point, and Partiallybeing worth 0.5 point. Thus, each study could score
between 0 and 9, with the higher the total score a study gets, the higher the degree to
which this study addresses the research questions. Tables 5claries the quality
assessment results for all the 30 studies. All the studies have passed the quality
assessment, which means that all the studies are qualied to be used for analysis.
Fig. 1. PRISMA owchart for the selected studies.
Table 4. Quality assessment criteria.
# Question
1 Are the research aims clearly specied?
2 Was the study designed to achieve these aims?
3 Are the variables considered by the study clearly specied?
4 Is the study context/discipline clearly specied?
5 Are the data collection methods adequately detailed?
6 Does the study explain the reliability/validity of the measures?
7 Are the statistical techniques used to analyze the data adequately described?
8 Do the results add to the literature?
9 Does the study add to your knowledge or understanding?
660 S. S. Alkitbi et al.
3.4 Data Coding and Analysis
The characteristics correlated to the research methodology quality were coded,
including database, authors, year of publication, the context of the studies, independent
& dependent factors, research method (quantitative, qualitative), sample size, and
mediators\moderators. During the analysis process and through extracting data from
selected studies, any study that didnt clearly describe customer retention and its
relation with at least one of the targeted factors was excluded from the synthesis.
Table 5. Quality assessment results
Study Q1 Q2 Q3 Q4 Q5 Q6 Q7 Q8 Q9 Total Percentage
1. 0.51111110.50.57.583%
2. 11111110.50.58 88%
3. 1 1 1 0.5 1 1 1 0.5 0.5 7.5 83%
4. 1 1 0.5 1 1 1 1 0.5 0.5 7.5 83%
5. 11111110.518.594%
6. 1110.5111118.594%
7. 0.5 0.5 1 0.5 1 0.5 1 0.5 0.5 6 66%
8. 1 1 1 0.5 1 1 1 0.5 0.5 7.5 83%
9. 0.5 0.5 1 0.5 1 1 1 0.5 0.5 6.5 72%
10. 0.5 0.5 1 0.5 1 0 0.5 0.5 0.5 5 55%
11. 0.5 0.5 1 1 1 1 1 0.5 0.5 7 77%
12. 1 1 1 0.5 1 1 1 0.5 0.5 7.5 83%
13. 0.5 0.5 0.5 0.5 1 1 1 0.5 0.5 6 66%
14. 1110.510.51118 88%
15. 1 1 1 0.5 1 1 1 0.5 0.5 7.5 83%
16. 1 1 1 0.5 1 1 0.5 0.5 0.5 7 77%
17. 1 0.5 1 1 0.5 0.5 0.5 0.5 1 6.5 72%
18. 1 1 0.5 1 1 0.5 0.5 0.5 0.5 6.5 72%
19. 1 1 0.5 1 0.5 0 1 0.5 0.5 6 66%
20. 1 1 0.5 1 0.5 1 0.5 0.5 0.5 6.5 72%
21. 11111110.50.58 88%
22. 111110.510.50.57.583%
23. 11110.50.510.50.57 77%
24. 1 1 0.5 1 1 1 1 0.5 0.5 7.5 83%
25. 1 1 1 0.5 1 1 1 0.5 0.5 7.5 83%
26. 1 1 1 0.5 1 1 1 0.5 0.5 7.5 83%
27. 1 1 1 0.5 1 0.5 1 0.5 0.5 7 77%
28. 11110.50.50.50.50.56.572%
29. 1 1 1 0.5 0.5 0.5 1 0.5 0.5 6.5 72%
30. 111110.510.50.57.583%
Factors Affect Customer Retention: A Systematic Review 661
4 Result
Based on the 30 studies published on Customer retention from 2005 to 2020, the results
of this systematic review are reported according to the six research questions.
4.1 Distribution of the Studies in Terms of Disciplines/Contexts
Context/discipline is a study eld, sector, or industry that is researched in customer
retention. In this research, the collected articles were distributed across the
disciplines/contexts. The banking sector is the most context that attracts most studies to
investigate customer retention and factors that inuence it. According to 30 studies that
were conducted in this research, about seven studies were focusing on the banking
sector. The second most attractive context is the mobile phone market that about ve
studies form conducted studies examined customer retention with other factors in this
eld. While the less investigated led is the hotel or hospitality industry, which is
recommended for more exploration. Figure 2represents the distribution of the entire
collected articles across the context/discipline that these studies were conducted.
4.2 Distribution of the Studies in Terms of Countries in the Context
The majority of these studies were carried out in Indonesia with four studies. Then,
three studies were carried out in Nigeria and India. This is followed by Jordan, Pak-
istan, Malaysia, and Korea, with two studies for each. Form different other countries,
Fig. 2. Distribution of studies in terms of context/discipline.
662 S. S. Alkitbi et al.
one study at least was analyzed in this study. Figure 3describes the distribution of all
conducted articles across the countries in which these research studies were
investigated.
4.3 Distribution of the Studies in Terms of Publication Year
In terms of publication year, Fig. 4shows the distribution of the analyzed studies
across the years in which these studies were published. The studies are conducted from
2005 to 2019. It is obvious that the number of published studies was increased from
one study in 2005 to about 4 to 6 in recent years. Furthermore, there is a remarkable
increase of published articles in 2013 and 2019.
Fig. 3. Distribution of studies in terms of country.
Fig. 4. Distribution of studies in terms of publication year.
Factors Affect Customer Retention: A Systematic Review 663
4.4 Distribution of the Studies in Terms of Research Method
Based on research method distribution, it is clear that the majority of conducted studies
were depended on quantitative method for about 80% of 30 selected studies and that
was mainly relied on questionnaire surveys for collecting data. Three studies were
applied qualitative method with main interviews. Respectively. Moreover, both
methods were applied in 2 studies from 30 conducted studies. Figure 5shows the
distribution of the studies in terms of research methods.
4.5 Distribution of the Studies in Terms of Database
This study was searching for customer retention and another variable in four main
databases, which were Taylor, ProQuest, Emerald, & ScienceDirect, in addition to
search on google scholar engines. The majority of the conducted studies were selected
form google scholar, as shown in Fig. 6with about 20 studies, as it is the most
productive among others, followed by the emerald database with four studies and two
studies from ProQuest, ScienceDirect, and Taylor databases.
Fig. 5. Distribution of studies in terms of research method.
Fig. 6. Distribution of studies in terms of database.
664 S. S. Alkitbi et al.
5 Conclusion
This review study aims to review previous studies to nd out the main inuencing
factors that affect customer retention and mainly, investigate the impact of the customer
satisfaction, trust, and commitment on customer retention in different sectors and
contexts through the various database and search engine across various years of pub-
lications [2730]. Previous customer retention literature studies provided valuable
results on the relationship of customer retention with other factors that the companies
could take in their consideration to empower their development and gain a competitive
advantage over competitors [3134]. But still, there are many variables that could be
examined in different sectors, and that what this review study tries to highlight through
analyzing around 30 studies. The selected studies were conducted through certain
processes and specic criteria. The quality of the conducted studies was assessed before
analyzing applying inclusion\exclusion criteria as well as the quality assessment
checklist with nine criteria. The main terms of analysis are independent and dependent
variables, year of publication, context, country, database, and method. The main
nding of this review is that the main factors that affect customer retention positively
are customer satisfaction, service quality, trust, commitment, and loyalty [3538]. As
mentioned in previous sections, some variables like trust and loyalty and their relations
with other external factors need further explanation, especially in the hospitality
industry like hotels. Moreover, most of the analyzed studies had limited sample size or
group and that makes it difcult for generalization since it didnt represent all popu-
lation for example, a study [39] in which its samples were students, so the studys
results may not be generalized to non-student populations. In addition, this review has
focused in some databases to collect previous studies, so it is recommended to expand
research in another database to nd other valuable studies such as Scopus and IEEE
and also in different industries.
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Factors Affect Customer Retention: A Systematic Review 667
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Purpose: This research aims to explore the factors that cause the number of users who donate again on the Infak.id platform to be quite low, experience stagnant growth, and help map business improvisations to overcome these business issues. Method: By using a quantitative approach and Canva persona tools, customer journey, and service marketing design, Results: The results show that infak.id donors have less interesting experiences when entering the final phase in the process of interacting with the infak.id platform. Therefore, it is necessary to develop business process flows and new features to increase user interest in the infak.id platform and ultimately improve the infak.id's financial performance, especially those from old donors who donate again.
... In today's highly competitive marketplace, brands are continually seeking innovative strategies to connect with consumers on a deeper level [1]. One emerging approach is the integration of emotional intelligence (EI) within marketing practices [2]. Emotional intelligence, the ability to recognize, understand, and manage our own emotions as well as those of others, has proven to be a pivotal factor in enhancing consumer engagement and loyalty [3]. ...
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This study investigates the relationship between emotional intelligence, brand communication strategies, consumer brand perception, and customer loyalty within the context of PT. Lautan Luas Tbk. Through quantitative analysis utilizing Smart PLS, data was collected from a sample of 80 individuals using random sampling techniques. The results reveal significant direct effects of emotional intelligence and brand communication strategies on consumer brand perception and customer loyalty, as well as significant indirect effects of both emotional intelligence and brand communication strategies on customer loyalty through consumer brand perception. Specifically, higher levels of emotional intelligence among marketing staff and effective brand communication strategies positively influence consumer brand perception, subsequently leading to increased customer loyalty. These findings emphasize the importance of emotional intelligence and strategic brand communication in cultivating strong brand-consumer relationships and driving sustainable business growth.
... Empowered employees tend to be more engaged and committed to their work, which, in turn, positively affects customer interactions and service quality (Al Halbusi et al., 2023). This, in the long run, can lead to higher customer retention and the attraction of new customers through positive word-of-mouth and repeat business (Alkitbi et al., 2020). Additionally, the positive relationship between employee empowerment and customer patronage may also contribute to the financial performance of hotels. ...
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This study investigated the influence of human resource management practices on customer repeat patronage within the hotel industry of Port Harcourt Local Government, Rivers State. The descriptive survey design was adopted for the study. The population for the study comprised hotel staff and guests of hotels. A sample size of 110 hotel staff and 110 guests were selected for the study with a commendable response rate of 91% achieved. The instrument used for data collection was a self-structured questionnaire which was validated by three validates. The Cronbach Alpha was used in determining the reliability of the instrument and a reliability coefficient of 0.72 was obtained. The data generated were analyzed using mean, percentage, and standard deviation. The 20.0 version of Statistical Package for Social Sciences (SPSS) was used to code the data obtained. The hypotheses were tested at 0.05 level of significance using t-test. The test of hypotheses revealed that the three hypotheses were accepted. The findings reveal a positive perception among hotel employees regarding training and development practices, with room for improvement in interpersonal skills training. Employee empowerment practices, including autonomy and decision-making, were perceived positively, emphasizing the need to encourage employees to take initiatives independently. Employee engagement and morale-building practices were also well-received, highlighting the importance of fostering a positive work environment. Importantly, this study establishes a significant and positive relationship between human resource practices and customer patronage. The practical implications suggest that tailoring training programs, empowering employees with clear guidelines, involving employees in decision-making, and continuing to organize team-building activities are vital strategies for enhancing customer satisfaction, loyalty, and profitability in the competitive hotel industry.
... Specifically, customer retention has a positive impact on both brand image and service quality. Customer retention is the strategic approach used by businesses or service providers to effectively maintain and sustain their existing client base, ensuring continued purchases of products or services (Alkitbi et al., 2020). A strong correlation exists between brand image, service quality, and customer retention in higher education institutions. ...
... The report on "Digital Advertising Revenue by Segment Worldwide" provides a comprehensive overview of the global digital advertising landscape, offering insights into revenue trends across various segments. Drawing on extensive data analysis, the report highlights the significant growth and diversification within the digital advertising industry [1]. Key findings reveal the dominance of major segments such as display advertising, search advertising, and video advertising, which collectively contribute to the bulk of digital advertising revenue. ...
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In the current era of technology, organizations encounter the crucial obstacle of efficiently utilizing digital marketing tactics to stimulate expansion, guarantee achievement, and improve client satisfaction. In today's digital era, companies face intense competitions in the online realm, where being visible, engaging, and converting customers are of utmost importance. Nevertheless, several firms have challenges in creating and implementing digital marketing strategies that are in line with their goals, appeal to their intended audience, and provide measurable outcomes. An important concern is the fast advancement of digital marketing platforms and technology, which may inundate firms. In order to be competitive and achieve sustainable development, companies must constantly adapt and modify their tactics due to the intricate and ever-changing nature of digital marketing. To tackle these difficulties, it is essential to adopt a complete strategy that combines data-driven analysis, innovative content creation, and a customer-focused attitude. This will enable the delivery of engaging experiences that connect with customers in the digital realm.
... Additionally, if internet services provided are perceived as efficient, mobile subscribers are likely to be loyal to their mobile companies. Studies (Alkitbi et al., 2021;Climis, 2016;Mardika et al., 2022;Sugiato et al., 2023) reiterated that telecommunications companies should focus on improving the quality of employee services to retain customers. Studies conducted by Khan & Afsheen (2012) in the telecommunications industry of Pakistan and Zimbabwe showed that network coverage and customer services are the main determinants of customer satisfaction and consequently retention (Khan & Afsheen, 2012). ...
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Objective: The purpose of this research is to validate the customer experience model of Iran Telecommunication Company in commercial sales towards their retention. Methodology: This study was applied in objective and quantitative in execution with a structural modeling approach. The population in this part of the research included all commercial sales customers of the Telecommunications of Qom province, numbering 1700 individuals. The sample size was determined to be 315 individuals using Morgan's table and was selected through convenience sampling. The research instrument was a researcher-made questionnaire. The questionnaire's questions and statements were developed using the research literature, theoretical foundations, and the results of the qualitative study, whose face and content validity was confirmed by experts, and its reliability was obtained with a Cronbach's alpha method of 0.961. The data were analyzed using the structural equation modeling method in SMART PLS software. Findings: The findings of this research showed that the evolutionary organizational structural model has 19 sub-components within seven prerequisite components of customer experience management, measurement and analysis of customer experiences, service experience, value creation, marketing mix, brand image, and support activities, all of which fit well and all variables obtained can be considered in designing the final model. The effectiveness of each variable was discussed and analyzed in terms of their existence. The results indicated that the prerequisites of customer experience management, measurement and analysis of customer experiences, service experience, value creation, marketing mix, brand image, and support activities were significant in the research model. Conclusion: The results showed that the customer experience model of Iran Telecommunication Company in commercial sales towards their retention is valid.
... Another study conducted empirical research and proposed a successful CRM framework comprising key success factors: process alignment, standardized client data, organizational support, efficiency, client satisfaction, and profitability [41]. These success factors were explored from the developer's perspective, and a framework was developed based on their findings [42]. Considering the developer's viewpoint, these eight critical success elements identified in the research fall within the technical and organizational aspects. ...
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Retensi pelanggan (customer retention) merujuk pada kemampuan perusahaan untuk mempertahankan pelanggan yang sudah ada, mencegah mereka beralih ke pesaing atau menghentikan hubungan bisnis mereka. Hal ini dianggap sebagai tujuan utama dari pemasaran hubungan, karena dapat menghasilkan manfaat ekonomi hubungan yang unggul, dengan biaya mempertahankan pelanggan umumnya lebih rendah dibandingkan biaya untuk memperoleh pelanggan baru. Retensi pelanggan adalah komponen penting untuk kesuksesan bisnis, menawarkan berbagai keuntungan seperti peningkatan profitabilitas, stabilitas pendapatan, dan peningkatan reputasi. Dengan menerapkan strategi yang efektif yang berfokus pada memberikan pengalaman pelanggan yang luar biasa, menjaga produk dan layanan berkualitas tinggi, serta menyeimbangkan akuisisi dan retensi pelanggan, organisasi dapat membangun basis pelanggan yang loyal dan berkelanjutan. (Wardhana, 2023; Chowdhury, 2022; Trenggana et al., 2022; Pearce, 2021; Harrington, 2021; Sheth, 2017; Galka, & Baran, 2017; Christy et al., 2015; Jakada & Kuka, 2014; Bowden, 2011; Agariya & Singh, 2011; Ndubisi, 2007; Ahmad Pressey & Tzokas, 2006; Peng & Wang, 2006; Harwood & Garry, 2006; Pisharodi et al., 2003; Malhotra & Agarwal, 2002; & Buttle, 2002; Kandampully & Duddy, 1999; Morris et al., 1998; Evans & Laskin, 1994).
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