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INTERNATIONAL JOURNAL OF LATEST TECHNOLOGY IN ENGINEERING,
MANAGEMENT & APPLIED SCIENCE (IJLTEMAS)
ISSN 2278-2540 | DOI: 10.51583/IJLTEMAS | Volume XV, Issue V, May 2026
Management of Academic Libraries and Client Satisfaction Towards
Digital Utilization: Basis for Monitoring Library Operations in
SOCCSKSARGEN Region.
Leofel A. Regalado and Adonis S. Besa
Kudarat State University, ACCESS, EJC Montilla, Tacurong City.
DOI:
https://doi.org/10.51583/IJLTEMAS.2026.150500002
Received: 24 April 2026; Accepted: 29 April 2026; Published: 22 May 2026
ABSTRACT
This study assessed the management of academic libraries and client satisfaction toward digital utilization as a
basis for monitoring library operations in the SOCCSKSARGEN Region. A total of 144 respondents from six
academic institutionsMindanao State University, Sultan Kudarat State University, University of Southern
Mindanao, Glan Institute of Technology, Malapatan College of Science and Technology, and Makilala Institute
of Science and Technology participated in the study. Employing a descriptive-correlational design and guided
by CHED Memorandum Order No. 22, series of 2021, the research focused on evaluating the effectiveness of
academic library management and its correlation with digital service satisfaction.
Findings revealed a high extent of academic library management (M = 3.99, SD = 0.97), particularly in the area
of library personnel (M = 4.33), indicating strong institutional support and staff competence. Client satisfaction
with digital utilization was also high (M = 3.73, SD = 1.10), with perceived usefulness scoring the highest (M =
3.74), suggesting that digital resources are considered valuable in supporting academic work. A statistically
significant and strong positive correlation (r = 0.868, p < 0.05) was found between library management and
client satisfaction, highlighting the importance of effective library operations in enhancing user experiences.
While respondent profiles such as age, gender, type of institution, and job position did not significantly influence
perceptions of library management (p = 0.080), these factors were found to significantly influence perceptions
of client satisfaction toward digital utilization. A major issue identified was weak technological infrastructure,
particularly internet and power connectivity, which hinders full digital transformation.
The study concludes that strong academic library management is essential to enhancing digital utilization and
user satisfaction. However, addressing technological barriers remains a critical concern for improving library
services in the region.
Keywords: Academic library management; client satisfaction; digital utilization; digital services; user
satisfaction; technological infrastructure
Background of Study
In the 21st century, academic libraries have undergone a profound transformation from traditional repositories
of printed materials into dynamic centers of digital knowledge and learning. This shift has been largely driven
by rapid technological advancements and the increasing demand for instant access to information. As a result,
academic institutions have embraced digital innovations to enhance the delivery of library services and improve
the overall user experience. The integration of digital resources has not only changed how information is stored
and accessed but has also redefined the role of libraries in supporting teaching, learning, and research.
Globally, academic libraries are increasingly adopting digital technologies to improve efficiency, accessibility,
and service quality. Digital utilization now encompasses a wide range of services, including e-books, online
journals, institutional repositories, and virtual reference systems. These innovations are designed to meet the
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evolving needs of modern users, who are often technologically adept and expect seamless, fast, and reliable
access to information. Studies have shown that the effective use of digital tools in academic libraries enhances
access, education, and service delivery, as emphasized by Rahmanova (2025) in her study on the evolution of
libraries in the digital era. significantly contributes to improved academic performance and higher levels of client
satisfaction. As such, the ability of libraries to manage digital resources effectively has become a critical factor
in determining their relevance and success in the modern educational landscape.
At the international level, higher education institutions continue to invest heavily in digital infrastructure to
support the evolving functions of academic libraries. The International Federation of Library Associations and
Institutions (IFLA, 2024) emphasizes the need for library management to align with emerging digital trends and
user expectations.
In developed countries such as the United States, the United Kingdom, and Australia, academic libraries have
implemented advanced systems and user-centered services that prioritize accessibility, digital literacy, and
continuous system improvement. These institutions highlight the importance of skilled library personnel,
updated technological infrastructure, and responsive service delivery in achieving high levels of user satisfaction.
Consequently, effective academic library management has been consistently associated with positive user
experiences and enhanced academic outcomes.
In the Philippine context, the Commission on Higher Education (CHED), through CHED Memorandum Order
No. 22, series of 2021, has established specific standards for academic library management. These guidelines
cover essential components such as library personnel, collection management, service delivery, physical
infrastructure, and information and communication technology (ICT) integration.
The implementation of these standards has become increasingly important with the rapid shift toward digital
learning, particularly during and after the COVID-19 pandemic. Many academic libraries in the Philippines have
transitioned to hybrid or fully digital service models to support remote learning and ensure the continuity of
academic activities.
Despite these developments, several challenges persist in the effective implementation of digital library services
in the country. Issues such as limited funding, inadequate technological infrastructure, unequal access to digital
resources, and varying levels of digital literacy among users continue to hinder full digital transformation.
While well-established institutions in urban centers may have the resources to implement advanced digital
systems, those in less urbanized regions often struggle to meet these standards. This disparity underscores the
need for localized assessments to better understand the unique conditions affecting academic libraries across
different regions.
Region XII, also known as SOCCSKSARGEN, is composed of a diverse group of higher education institutions,
including state universities, private colleges, and local institutions. While efforts have been made to enhance
digital library services in the region, many institutions continue to face constraints such as unstable internet
connectivity, outdated systems, insufficient technological resources, and limited staff training in digital tools.
Additionally, users may have varying levels of digital literacy, which can affect their ability to fully utilize
available digital resources. These challenges highlight the importance of evaluating both the management
practices of academic libraries and the level of client satisfaction with digital services.
A critical aspect of this evaluation is determining how well academic libraries adhere to established standards,
particularly those outlined in CHED Memorandum Order No. 22, series of 2021. Effective management of
library resources, including personnel, collections, services, facilities, and ICT infrastructureplays a vital role
in shaping the quality of digital services provided to users.
At the same time, client satisfaction serves as an essential indicator of how well these services meet user’s needs
and expectations. Factors such as accessibility, usability, relevance of content, and responsiveness of support
services all contribute to the overall satisfaction of library clients in a digital environment.
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Although several studies have examined digital library services and user satisfaction at global and national levels,
there remains a noticeable gap in research focusing on the relationship between academic library management
and client satisfaction toward digital utilization in Region XII.
Existing studies often address either institutional management practices or user satisfaction independently,
without fully exploring how these elements interact within a localized context. Furthermore, limited research
has considered the influence of demographic factors such as age, gender, type of institution, and user role on
perceptions of library management and satisfaction.
Given these gaps, there is a need for a comprehensive study that examines both the management of academic
libraries and client satisfaction in relation to digital utilization within the SOCCSKSARGEN region. Such an
investigation will provide valuable insights into the effectiveness of current library practices and identify areas
for improvement, particularly in addressing technological and operational challenges.
By analyzing the relationship between management practices and user satisfaction, this study aims to contribute
to the enhancement of academic library services and support the ongoing digital transformation of higher
education institutions in the region.
Ultimately, this study seeks to provide a data-driven basis for monitoring and improving library operations in
Region XII. By aligning institutional practices with national standards and addressing user needs, academic
libraries can better fulfill their role as essential partners in education, research, and knowledge dissemination in
the digital age.
METHODOLOGY
Research Design
This study employed a descriptive-correlational research design to examine the relationship between the
management of academic libraries and client satisfaction toward digital utilization in Region XII. Descriptive
research was used to present the current status of academic library management and user satisfaction, while
correlational analysis determined the degree of relationship between the independent and dependent variables.
Survey questionnaires served as the primary data collection tool, allowing the researcher to gather quantifiable
data from respondents. This design is appropriate for identifying patterns, associations, and predictive
relationships without manipulating variables.
Locale of the Study
The study was conducted in six (6) higher education institutions in Region XII (SOCCSKSARGEN), consisting
of three (3) State Universities and Colleges (SUCs) and three (3) Local Universities and Colleges (LUCs). The
region includes the provinces of South Cotabato, Cotabato, Sultan Kudarat, and Sarangani, as well as the cities
of General Santos, Koronadal, Tacurong, and Kidapawan.
These institutions were selected due to differences in funding sources, institutional maturity, and access to digital
resources. SUCs are funded by the national government and are generally more established, while LUCs depend
on local government funding and are relatively newer institutions. This provided a balanced representation of
academic libraries in the region.
Respondents of the Study
The respondents consisted of administrators, librarians, support staff, faculty members, and students. Each
institution contributed one (1) administrator, one (1) librarian, two (2) support staff, ten (10) faculty members,
and ten (10) students, resulting in a total of 144 respondents.
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Table 1 Distribution of Respondents
Note. Each institution contributed an equal number of respondents.
Sampling Technique
The study utilized purposive sampling, a non-probability sampling technique in which respondents were
selected based on their knowledge and involvement in academic library services. This method ensured that
participants had relevant experience in digital library utilization and management.
Data Gathering Instrument
The primary instrument used in this study was a structured survey questionnaire developed based on CHED
Memorandum Order No. 22, series of 2021. The instrument consisted of four parts:
Part I: Respondent Profile
Part II: Management of Academic Libraries
Part III: Client Satisfaction Toward Digital Utilization
Part IV: Issues and Concerns
A 5-point Likert scale was used to measure responses.
Table 2 Scale for Academic Library Management
Rating Mean Range Verbal Description Interpretation
5
4.205.00
Very High
Very strong library management
4
3.404.19
High
Strong library management
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3
2.603.39
Moderate
Fair library management
2
1.802.59
Low
Weak library management
1
1.001.79
Very Low
Very weak library management
Table 3 Scale for Client Satisfaction Toward Digital Utilization
Rating Mean Range Verbal Description Interpretation
5
4.205.00
Very Satisfied
Extremely useful and satisfactory
4
3.404.19
Satisfied
Very useful and satisfactory
3
2.603.39
Neutral
Moderately useful
2
1.802.59
Dissatisfied
Minimally useful
1
1.001.79
Very Dissatisfied
Not useful
Validation of Research Instrument
The research instrument underwent expert validation by professionals in librarianship and research. Reliability
testing was conducted using Cronbach’s alpha.
Table 4 Reliability Test Result
Cronbach’s Alpha Number of Items
0.983 87
Note. The value of 0.983 indicates excellent internal consistency.
Data Gathering Procedure
The researcher secured approval from the Graduate School and relevant authorities.
Endorsements were obtained from CHED Region XII and participating institutions. Questionnaires were
personally distributed and retrieved after completion. The collected data were encoded and prepared for analysis.
Statistical Treatment
The following statistical tools were used:
Frequency and Percentage for respondent profile
Mean and Standard Deviation for library management and satisfaction levels
Pearson r Correlation to determine relationships
Analysis of Variance (ANOVA) to test differences
Regression Analysis to determine influence of variables
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Ranking and Frequency Counts for issues and concerns
RESULTS AND DISCUSSION
This section presents the findings of the study, including the demographic profile of respondents, the extent of
academic library management, client satisfaction toward digital utilization, and the statistical relationships
among variables.
The demographic profile of the respondents consists of 144 individuals drawn from six higher education
institutions in Region XII, including three State Universities and Colleges (SUCs) and three Local Universities
and Colleges (LUCs). In terms of gender, female respondents dominated the sample, accounting for 96
individuals or 66.67%, while male respondents comprised 48 or 33.33%. This indicates a higher representation
of females, which may reflect the actual composition of academic communities, particularly in library and
education-related fields.
Regarding age distribution, the majority of respondents fell within the 1525 age bracket, comprising 43.75%
of the total population. This suggests that a large portion of participants were students or young individuals at
the early stages of their academic or professional careers. In contrast, older age groups were minimally
represented, with only 4.86% aged 4655 and 2.08% aged 5665, indicating limited participation from senior
personnel.
In terms of institutional affiliation, the respondents were evenly distributed between colleges and universities,
with 72 respondents (50%) from each type. This balanced representation strengthens the validity of comparisons
across institutional categories.
As to roles or positions, students formed the largest group with 61 respondents (42.36%), followed closely by
faculty members with 60 respondents (41.67%). Library staff accounted for 17 respondents (11.81%), while
administrators comprised only six respondents (4.17%). This distribution highlights strong representation from
primary users of library services, particularly students and faculty.
The extent of academic library management in Region XII was found to be generally high, with a grand mean
of 3.99 (SD = 0.97). This indicates that institutions demonstrate strong management practices across key
domains. Among the five components, library personnel obtained the highest mean score (M = 4.33, SD = 0.82),
interpreted as very high. This reflects strong staffing competence, professionalism, and responsiveness,
suggesting that human resources serve as a key strength of academic libraries in the region.
On the other hand, services and utilization recorded the lowest mean (M = 3.74, SD = 1.07), as supported by
Chopra, Misra, and Bhaskar (2024), who emphasized that service quality and utilization are closely linked to
perceived usefulness and user satisfaction in digital library environments although still within the high category.
This relatively lower score suggests variability in service delivery, possibly due to differences in access to
advanced digital platforms, interlibrary services, or user awareness. The higher standard deviation also indicates
inconsistencies among institutions. The rating for physical facilities (M = 4.08, SD = 0.96) is supported by the
findings of Akinyemi, Ajayi, and Afolabi (2024) and collection management (M
= 3.99, SD = 0.90) were rated high, indicating adequate infrastructure and relevant collections. Information
technology infrastructure and services (M = 3.81, SD = 1.11) also received a high rating, though the result
suggests the need for improved digital systems and more consistent technological integration.
Client satisfaction with digital utilization yielded a grand mean of 3.73 (SD = 1.10), interpreted as satisfied. This
indicates that users generally have positive perceptions of digital library services, consistent with the findings of
a study conducted by Azib et al. (2025). Among the eight dimensions, perceived usefulness received the highest
rating (M = 3.88, SD = 1.08), suggesting that users recognize the value of digital resources in supporting
academic tasks. This finding emphasizes the importance of functionality and relevance in driving user
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satisfaction.
Conversely, accessibility of digital resources recorded the lowest mean (M = 3.51, SD = 1.18), indicating some
challenges in accessing digital platforms. Issues such as login difficulties, connectivity problems, and
inconsistent system performance may contribute to this result. Other dimensions, including relevance and quality
of content, support services, and responsiveness, all received relatively high and equal ratings (M = 3.81),
reflecting user satisfaction with both content and assistance provided by library personnel.
User experience (M = 3.73), user training (M = 3.70), and frequency of use (M = 3.56) were moderately rated,
which aligns with the findings of Eiriemiokhale (2021), who emphasized that frequency of use and awareness
of electronic databases significantly influence user engagement and satisfaction in digital library systems.
suggesting opportunities for improvement in usability, training programs, and user engagement.
The correlation analysis revealed a strong positive relationship between academic library management and client
satisfaction toward digital utilization (r = 0.868, p < 0.05). This indicates that improvements in library
management are closely associated with increased user satisfaction, which is supported by the findings of Fagyan
et al. (2023) on the impact of library use frequency on student satisfaction. As a result, the null hypothesis of no
significant relationship was rejected, confirming that effective management practices significantly influence user
perceptions and experiences.
Further analysis using ANOVA showed a statistically significant difference in the management of academic
libraries across institutions (p < 0.05). The use of the Bonferroni post hoc test confirmed that specific institutional
groups differ significantly from one another. This implies that variations in management practices exist among
SUCs and LUCs, likely influenced by differences in resources, funding, and institutional priorities.
Regression analysis examining the influence of respondents’ profiles on library management revealed a strong
model (R = 0.735, = 0.540), indicating that 54% of the variance in management perceptions is explained by
factors such as position, type of institution, gender, and age. The model was statistically significant (p = 0.004),
suggesting that demographic and professional characteristics play a substantial role in shaping perceptions of
library management.
In contrast, the regression model for client satisfaction showed a weaker relationship (R = 0.284, = 0.080),
although still statistically significant (p = 0.045). This indicates that while demographic factors influence
satisfaction, they account for only a small portion of its variability, suggesting that other factorssuch as system
quality, accessibility, and user experiencemay have a stronger impact.
Finally, the study identified key issues in the digitalization of academic libraries. The most prominent concern
was weak technological infrastructure, as supported by Bakari and Ali (2023), who emphasized similar
challenges in ICT integration and implementation. Open particularly unstable internet connectivity and power
supply, reported by the majority of respondents. This highlights a critical barrier to effective digital service
delivery. Conversely, outdated computer equipment was the least reported issue, though still a concern for many
users. Other challenges included limited institutional support, insufficient staffing, and low digital literacy
among personnel.
Overall, the findings indicate that academic libraries in Region XII demonstrate strong management and
generally satisfactory digital services, which is consistent with the study of Iqbal and Rafiq (2023) on the
determinants of overall user success in an academic digital library environment. However, addressing
infrastructure limitations, improving accessibility, and enhancing user training are essential to achieving more
effective and inclusive digital library systems.
CONCLUSION
Based on the findings of the study, the following conclusions were drawn regarding the assessment of academic
library management and client satisfaction toward digital utilization in Region XII:
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The demographic profile shows that the respondents are predominantly female and belong to the younger age
group, particularly within the 1525 range, indicating a strong representation of students and early-career
individuals. Equal distribution between colleges and universities ensures balanced institutional representation,
while the dominance of students and faculty provides a comprehensive perspective from primary users of library
services. However, the relatively small number of administrators suggests limited representation of higher-level
decision-makers.
Academic libraries in Region XII are generally well-managed, with library personnel identified as the strongest
component. Competent and responsive staff significantly contribute to efficient service delivery and user
satisfaction. Nevertheless, inconsistencies were observed in areas such as service utilization, digital integration,
and information technology infrastructure. These gaps indicate disparities among institutions and suggest that
available resources are not fully maximized, possibly due to limited user awareness and uneven levels of digital
literacy.
In terms of client satisfaction, users are generally satisfied with digital library services, particularly in perceived
usefulness, content quality, and support services. This implies that digital platforms effectively support academic
activities. However, accessibility received the lowest rating, reflecting challenges such as connectivity issues,
login difficulties, and system reliability. Moderate ratings in user training and frequency of use further suggest
that some users lack confidence or awareness in navigating digital resources. While the overall satisfaction
remains positive, these concerns highlight the need for continuous improvement in accessibility and user
engagement.
The study confirms a strong and significant relationship between academic library management and client
satisfaction toward digital utilization. Improved management practicesparticularly in staffing, resource
allocation, and service deliveryare associated with higher levels of user satisfaction. This finding underscores
the importance of effective management in enhancing digital library experiences and supports the rejection of
the null hypothesis.
Significant differences were also found in the management of academic libraries across institutions. Variations
in personnel, collections, services, facilities, and IT infrastructure indicate uneven implementation of library
standards. These disparities suggest differences in funding, administrative priorities, and institutional capacity,
which affect the quality and consistency of library services in the region.
Furthermore, respondents’ profiles, including position, institutional type, gender, and age, were found to
significantly influence perceptions of library management. These variables explain a substantial portion of the
variability in management practices, indicating that different stakeholders bring diverse perspectives and
experiences that shape how library services are viewed and implemented.
In contrast, while respondents profiles also significantly influence client satisfaction, their impact is relatively
weak. This suggests that satisfaction is more strongly affected by other factors, such as system usability,
accessibility, quality of digital content, and the effectiveness of support services, rather than demographic
characteristics alone.
Finally, the study identified several key issues affecting the digitalization of academic libraries in the region.
The most critical concern is weak technological infrastructure, particularly unreliable internet connectivity and
power supply, which limits access to digital resources. Additional challenges include limited funding, resistance
to technological adoption, insufficient staffing, outdated equipment, and low digital literacy. These issues
highlight both structural and operational barriers that hinder the full implementation of digital library systems.
Overall, while academic libraries in Region XII demonstrate strong management and satisfactory digital
services, their continued development depends on addressing infrastructure limitations, improving accessibility,
and strengthening institutional support to achieve more effective and sustainable digital transformation.
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REFERENCES
1. Akinyemi, T. F., Ajayi, I. A., & Afolabi, O. A. (2024). Physical facilities and library situation as
correlates of academic staff job performance in Southwest Nigerian universities. Euro Global
Contemporary Studies Journal (EGCSJ), 4(6), 110.
https://doi.org/10.5281/zenodo.14546977zenodo.org
2. Azib, N. A., Abu, R., Rafie, S. K., & Tokiran, N. S. M. (2025). Evaluating user satisfaction with digital
library services: A study of academic libraries in higher education institutions.
3. International Journal of Research and Innovation in Social Science, 9(1), 45114517.
https://dx.doi.org/10.47772/IJRISS.2024.8120379
4. Bakari, A. D., & Ali, M. M. (2023). Introduction of ICT subject in Zanzibar primary education:
Challenges and opportunities. Social Sciences & Humanities Open, 8(1), 100522.
https://doi.org/10.1016/j.ssaho.2023.100522
5. Chopra, G., Misra, P., & Bhaskar, P. (2024). Evaluation of digital library continuous usage: Role of
digital library overall quality, perceived usefulness, and user satisfaction. International Journal of
Information Systems and Change Management, 17(1), 3053.
https://doi.org/10.1504/IJISCM.2024.138086\
6. Commission on Higher Education. (2021). CMO No. 22, s. 2021: Requirements for higher education
institutions (HEIs) common to all programs. Commission on Higher Education.
https://www.ched.gov.ph
7. Eiriemiokhale, K. A. (2021). Frequency of use and awareness of electronic databases by university
lecturers in South-west Nigeria. Library Philosophy and Practice.
https://digitalcommons.unl.edu/libphilprac/4106/
8. Fagyan, C. K., Macalingay, M. B., Abellada, A. P., Munar, B. B., Depnag, M. C., & Kitani, A. B.
9. M. (2023). The impact of library use frequency on student satisfaction: An evaluation of resources,
services, and facilities. Iconic Research and Engineering Journals, 7(1), 339- 346.
https://www.irejournals.com/paper-details/1704885
10. International Federation of Library Associations and Institutions (IFLA). (2024). IFLA Trend Report
2024: Facing the future of information with confidence. https://repository.ifla.org/items/ae4dfcc0-8def-
4318-8c4c-7f0507d15609
11. Iqbal, M., & Rafiq, M. (2023). Determinants of overall user success in an academic digital library
environment: Validation of the integrated digital library user success (IDLUS) model. The Electronic
Library, 41(4), 387418. https://doi.org/10.1108/EL-10-2022-0230
12. Rahmanova, A. (2025). Evolution of libraries in the digital era: Redefining access, education, and cultural
preservation. Library Archive and Museum Research Journal, 6(1), 2338.
https://doi.org/10.59116/lamre.1540