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Article

Methodology to Improve Services in Small IT Centers: Application to Educational Centers

by
Juan Luis Rubio Sánchez
Escuela de Ciencias e Ingeniería, Universidad a Distancia de Madrid, 28400 Collado Villalba, Spain
Computers 2021, 10(1), 8; https://doi.org/10.3390/computers10010008
Submission received: 27 November 2020 / Revised: 29 December 2020 / Accepted: 30 December 2020 / Published: 4 January 2021
(This article belongs to the Special Issue Interactive Technology and Smart Education)

Abstract

:
Educational centers (schools, academies, high schools, etc.) are usually small companies, which make them special in terms of management. The management of IT services is far from standard and based in home solutions. The disadvantage of this approach is clear, as it happened during the COVID-19 pandemic period. The solution to properly managing IT services is based on the use of the ITIL (Information Technology Infrastructure Library). The question is how to apply this standard that only defines the processes to implement, but does not describe the way or the order to implement them. In this article it is shown which IT processes are really needed in any educational center and the order in which they should be implemented. The method used consists of fulfilling a knowledge database with extensive information from schools, academies, and other educational centers. After that, an existing optimization model is adopted and a representative learning center is defined, which is used to propose the IT processes sequence; finally, a set of optimal IT processes and the order to implement them is defined. These ordered processes optimize the quality of IT for learning services. The main result is an ordered set of IT processes that best fit the needs of IT departments in small educational centers.

1. Introduction

Since the appearance of computers, more and more companies have been introducing technology in their processes, in particular information and communication technologies. Both new and old companies need to relay their management and production in computers. But this is not an easy transformation for all companies. This transformation needs to be based on standards or best practices handbooks. Furthermore, the current COVID-19 pandemic period is forcing all companies to move to online mode, even if they are not prepared for it or they do not have IT departments specifically adapted to online services. The implications of COVID-19 in terms of remote services and teleworking are affecting countries in different ways, as pointed in [1] where it indicates “in Sweden and the Netherlands more than 60% of workers in knowledge-intensive business services were teleworking, this fraction was below 30% in Italy, and even lower in Austria and Germany.” This article also clarified that there are great differences in the prevalence of remote services in education (for example e-learning) among Northern and Central-Southern European countries. The percentage in other Southern European countries (Spain, Portugal, Greece) is also below 30%: the situation is aggravated in these countries because of the reduced size of the companies [2].
The services offered from IT departments in face-to-face learning centers are usually focused on back-office issues, but they are not affected by the massive demand of services. Typical standard services consider qualifications, payments, scheduling, etc., but online education demands much more services due to the massive consumption of information (online books, exercises, etc.) by students. This increase in services cannot be attended to if there is not a set of processes to cover all IT tasks. This situation becomes critical if educational centers are small or very small, which happens frequently in countries such as Spain (and other Southern European countries) where more than 95% of companies are small or very small (less than 10 employees) [3].
It is a fact that the most used framework for the management of IT services is Information Technology Infrastructure Library (ITIL) [4]. But as ITIL is the most used, there exists a lack of definitive information about how to implement the processes defined in it and which order of processes should be followed (the complete list of ITIL processes can be found in Appendix A Table A1). This represents a handicap mainly for small organizations with few resources and small data centers or small IT departments. Different authors proposed examples of approaches to the problem of strategy, sequence of processes, and success factors when implementing ITIL processes [5,6,7,8,9]. These references evidence that ITIL implementation is usually analyzed from diverse points of view.
It is also common to analyze the application of ITIL in specific regions [8,10], in specific industries [11,12], in a specific sector (public/private) [13], or in a specific type of company [14].
Based on the evidence, which shows that it is a common practice to analyze the implementation of ITIL on specific types of organizations (private, public, big companies, small companies, located in a concrete region, or any other criteria), and considering that ITIL implementation is analyzed from diverse points of view (order of processes, methodology, success factors, etc.), this article focuses on the educational industry in Spain and the set of ordered processes needed to optimize the implementation of ITIL. This ordered set of ITIL processes enhances the quality of IT services (once implemented) and eases the digital transformation obliged by COVID-19.
First, an exhausted systematic review was developed to understand the alternatives for a proper implementation of processes in IT departments; with this information about the state of the art, a proposal for implementing ITIL in small educational centers is shown. Finally, a comparative of this sequence with other solutions is shown.

1.1. Approach 1: Fixed Set of Processes

Fixed sequences of IT processes refer to strategies that propose a static sequence of ITIL processes independent of the company and the competitors, such as the processes already implemented or any variables. Examples can be found in [9] and in [15]. The proposed solutions look for a measure of the relationship among different processes. The solutions proposed in [9,15] identify the dependencies between every process and the rest of the processes. The number of dependencies of a particular process is an indicator of its importance. This methodology allows for the identification of a set of critical processes, which should be implemented at the start. This set of processes is a fixed sequence, as it only depends on the processes (not on the company). The disadvantage of the proposal is that it is not extended to all ITIL processes, but rather only to a few of them.
The notion of a fixed sequence comes up again in [16]. In this article, ITIL implementation is presented from the definition of three models:
  • A first model of isolated ITIL processes;
  • Another model that contains the dependencies between ITIL processes; and
  • A final model to relate the capacity level of the processes and the maturity level of the organization. One of the main characteristics of this proposal is the combination of concepts of ITIL processes and CMMI (Capability Maturity Model Integration) to propose a sequence. For example, the sequence of ITIL processes is built with the help of CMMI to know the maturity of each ITIL process in the organization.
A static order of implementation is also presented in [17]: There is no explicit justification but it shows a sequence that could be used as a reference. That is, all interested schools or centers can use an identical sequence to the one presented in the proposal because company characteristics are not taken into account. It does not consider the size of the IT department or the size of the company: The proposed sequence is the same.
In other proposals, [18,19], the aim is just to highlight a starting point: The goal is to define the first ITIL process to begin the implementation. The authors offer empirical basis supported by deep market research. The number one process to be implemented is IM (incident management), and after that, SLM (service level management) and SCM (service catalog management): This proposal can be applied to any small IT center (including schools and training centers). These approaches are referred to as strategies that propose a very short static sequence (usually just one process, and sometimes up to three processes) that do not depend on the company, on the competitors, on the processes already implemented, or on any parameters.
The author of [20] offers a static sequence of processes (it does not generate the complete list of ITIL processes, but rather only a few) to implement in small companies considering the implementations documented by other authors and validating the set of criteria to sequence processes with ITIL experts. It is relevant [20] because it is specifically oriented to small and medium companies.
The approach exposed in [21] determines a fixed sequence of ITIL processes that takes into account elements as the tasks needed to implement every process, the distribution of information, and the flow of data between every ITIL process and the dependencies among all processes. This reference is interesting because it offers a complete sequence of processes (to be implemented) instead of just a short set of processes without prioritization.
An approach to generate quick benefits during ITIL implementation can be found in [22], where a fixed set of processes is proposed. This proposal offers a set of ITIL processes to start with, independent of any consideration of the company or any consideration of the IT department.

1.2. Approach 2: Non-Fixed Set of Processes

Several authors have worked on determining a dynamic (i.e., non-fixed) ordered set of processes. An example in this area is [5]. It explains a model to sequence ITIL processes for implementation in any organization, based on fuzzy logic. The model is built taking into consideration that the sequence of processes depends on technical and organizational factors: These are subjective factors. The approach is oriented to select the criteria that are be used to define the sequence of ITIL processes. The criteria are determined by the opinion of a set of ITIL experts. These opinions are treated with fuzzy techniques to translate the ambiguity of opinions into numerical values. The methodology has an significant disadvantage: It does not consider important characteristics of the company that is implementing ITIL processes, such as size, number of employees, geographical area, etc. A similar proposal also based on the use of fuzzy logic is presented in [23].
Another work with a non-fixed sequence was published by [7]. The author explains a method where the processes that provides “early wins” are the first ones to be selected. The problem in this method is to clarify what “early wins” are. The solution to defining “early wins” is found through customer satisfaction surveys. The author also explains how to define the processes that should be implemented in the long term (from the results of the surveys). This method is suitable for any company, but it has the disadvantage of the sequence being driven by client’s opinion: It is necessary to request the responses from the clients and the processes are oriented to satisfy only the needs of the clients (there are other users of IT services, for example, the workers).
The approach explained in [6] is based on the Technology Adoption Model (TAM). This model describes how to adopt ITIL in any organization: The sequence of ITIL processes is dependent on requisites of the organization but prioritizes “critical” processes. A similar approach can be found in [8], where the authors expose a study of the reasons for implementing ITIL and the processes that should be initially implemented: The key factors for implementation are the size of the company, the industry, and the geographical area.
Finally, an approach for a dynamic sequence is [24]. This proposal offers an ITIL sequence of processes that takes into consideration the characteristics of the company, the competitors, and the objectives of the company. On the one hand, the model considers the main parameters of the company that is implementing ITIL processes; on the other hand, it involves in the model the level of implementation of the competitors, and finally, it returns the sequence that best fits the aims of the company in the implementation of ITIL. This makes this methodology be considered dynamic because it builds a specific sequence for every company.

1.3. Approach 3: Success Factors and Other Approaches

The implementation of ITIL is considered in different ways. There is a group of authors who tried to identify “success factors” in the implementation of ITIL. An example is [25], where a survey deployed in different enterprises was considered to understand the factors that may affect the success of ITIL implementation. Another example is found in [26]: In this case, specific success factors were proposed and analyzed—how the involvement of management affects the implementation of ITIL, how the organization’s commitment may help the implementation of ITIL processes, and how effectiveness can help the implementation of ITIL. The authors in [26] showed a set of items that allowed for the success of an ITIL implementation, which were similar to the success factors addressed by the authors in [25]. However, in this case, the conclusions were obtained from a set of 160 companies. It is accepted that the study was limited to a specific geographical area and cannot be considered valid for any geographical area.
A set of articles has also been identified that provides methods and tactics to implement ITIL processes. An example is [27]: In this reference, the author analyzes which steps should be considered when implementing ITIL (considering four big organizations). Taking this experience as a basis, success factors are identified to reach a successful implementation of ITIL processes. It also indicates the starting process—the incident management process—but it does not indicate any sequence from this first process.
An alternative to these key factors is exposed in [28]. In this case the most important elements to success are the involvement of management and the use of software tools. It explains the great importance of the implementation task: Success depends on the use of the correct software tools that ease the management of the implementation. This topic is also covered in [29], where business process management (BPM) tools are proposed for managing ITIL implementation.
A vast systematic review about success factors is presented in [30]. In this case, the proposal to identify the critical success factors uses the AHP (analytical hierarchical process) methodology. This methodology allows one to evaluate, calculate the average, and find inconsistencies in a set of opinions given by experts.
Business process change (BPC) is a methodology explained in [31]. This methodology determines the set of success factors (it does not clarify anything about its order of implementation). It is possible to find other methodological approaches to implementing ITIL in [32,33,34]: These references propose methods to help the implementation of ITIL by selecting the first process to implement.
A completely different approach is shown in [35], where a set of failure factors is presented. These elements make the implementation of ITIL difficult. Something similar occurs in [36], where the authors analyze the challenges to implementing ITIL. A similar argument is found in [37], where the challenges of an ITIL implementation are explained.

1.4. A Specific Approach for Small Data Centers in Educational Companies

Once the main alternatives are reviewed, it can be deduced that the approach that takes into consideration the characteristics of the center and the characteristics of the market and competitors is [24]. This proposal builds a sequence of processes based on a mathematical model that uses market information to decide whether the school or center is in a better or worse position than the competitors. To decide the sequence, a “relative position” factor is defined and used to order the processes, which ends with an optimal sequence. In addition, it offers an online tool to build the best sequence to help schools and training centers obtain the sequence.
The implementation of these processes will hopefully help centers to offer better IT services to students, teachers, and the rest of the staff. The next section explains the data acquisition and the application of the methodology in a standard small education center.

2. Materials and Methods

In order to obtain knowledge about the current implementation level of ITIL in training and education companies, a survey (web-based) was designed; data was stored in the public site included in the Supplementary Materials section. The survey was distributed by email and, when needed, completed by face-to-face interviews. The answers were reviewed to avoid including more than one answer from the same center.
Once the data was gathered in the database it was possible to apply the methodology [24] to any company. This could be done by defining the characteristics of the company and introducing these characteristics to the model (also available on the cited website). In particular, the methodology was applied to a generic small educational center that was representative of any small educational center. This can hopefully help small educational centers (with small IT departments) improve their services.
The next diagram (Figure 1) represents the methodology applied [24]: (1) The data gathered were stored in a database. These data were mainly the characteristics of the centers and their levels of implementation of every ITIL process. (2) Data from a generic center was required as well as the parameters used to generate the optimal set and sequence of processes. (3) The mathematical model was applied to obtain the set of ITIL processes (for their implementation) and their order (in which they should be implemented).

2.1. Scope

The scope of the study was any company in the educational industry operating in Spain considered a small company (the limit to be considered a small company in Spain is 50 employees). The poll was used to collect data about the level of implementation of ITIL processes in the mentioned companies as well as about the characteristics of the companies (age, size, etc.).
The companies were randomly selected. A subset of 200 companies was sent a message to participate in the survey.
The poll was sent to the managing director or the IT director (if possible) and responses were accepted from 20 September until 20 October.

2.2. Database

The database stored information about characteristics of the school or training center (size, number of employees, number of IT employees, area where the company operates, industry, and other). After these questions, the centers were asked about the level of implementation of every process in the ITIL standard; that is, it was desired to know whether the IT department had implemented every process presented in the ITIL standard. The possible answers were:
  • The process is not implemented and it is not planned (or it is an unknown process for the company).
  • The process is not implemented but it is planned in the medium term.
  • The process is implemented or it will be implemented in the short term.
Once the database was filled, the data stored in it could be used in conjunction with the model [24] to generate an ordered set of processes.

2.3. Technical Issues

The method to select companies was by a random one-phase process. Once the questionnaire was closed, the number of responses was 101. The results from the survey offered a confidence level of over 90% and a sampling error of 8.5%. The number of responses guaranteed that no overlapping was produced in the answers.
The next table (Table 1) summarizes the parameters of the survey.

3. Results

To illustrate what was previously explained, the procedure cited in [24] was applied. The methodology was applied to a highly representative case. This representative case was a typical small school or small training center with a set of teachers, staff, and a small IT department composed of five people [3]. This small center was located in Spain and was characterized by a low degree of implementation of ITIL processes. It could be assumed that capacity management, availability management (partially), and access management, continuous improvement (partially) were the only processes implemented, as reported in the survey by the small training centers. This center was representative of most small educational centers (schools, small universities, high schools, academies, etc.). This standard small center was used as input data in the methodology exposed in [24]. This methodology requires a criterion to be defined to get an optimized sequence of processes for the IT department: either optimization by size of the company, by IT size, by age of the center, by geographical area, or by industry (in this case the industry is education), or a general optimization (that considers all possible criteria). An interest in improving technology services was assumed, taking as a reference centers in the educational industry, but with no special consideration for age, region, or any other characteristic (that is, a general optimization case).
This is quite important because, as described in [24], the optimization could be oriented to obtain a sequence of processes to get closer to competitors, to get closer to generic small companies, etc., in terms of ITIL implementation. In this case, as cited before, no special criteria were followed to optimize.
In this case, the application of the methodology indicated produced the next optimal order of processes to be implemented (only the 11 first processes are shown):
  • Service catalog management
  • Incidence management
  • Financial management
  • Requirement fulfillment
  • Service portfolio management
  • Transition management
  • Testing management
  • Release and deploy management
  • Asset management
  • Supply management
  • Change management
This result indicates that an IT department needs initially to establish the list of services offered by IT. That is, the best way to improve quality in IT is to publish the services that can be developed. This makes sense because it avoids many incidences from users who do not know what can be required and what cannot be required of the IT department. In second place, the management of incidences addresses the need for gathering all incidences and treating them in a unified procedure. This makes users satisfied because their demands are attended to. In third place, financial management clarifies which projects can be attended to and which ones cannot. The correct scheduling and cost estimation for every task is a common problem in IT departments: This process establishes a common rule to evaluate IT projects so IT departments know in advance the resources they need to develop all projects. The rest of the processes considered operative tasks as testing, release, and deployment, or change management.
In order to analyze whether the sequence of implementation was similar to other ones proposed by the authors previously mentioned, a double test was used: Spearman and Kendall contrasts.
It is important to state that the objective was not to compare the benefits of the sequences: The procedure explained in [24] to get the optimal sequence was based on the distance between the implementation degree of ITIL in a particular company and the implementation degree of ITIL in a group of companies (similar in size, age, industry, IT department size, etc. The procedure lets you choose the characteristics that should be considered to get the sequence). Considering the characteristics of each alternative explained in 1.1, 1.2, and 1.3, the sequence from [21] was the one that offered a complete set of ordered ITIL processes. The rest of the alternatives did not offer a complete ordered sequence: They only offered a partial subset of ITIL processes. Both sequences (calculated and the reference to compare) are included in Table 2.
It was necessary to verify that the calculated optimized sequence and the reference sequence were not correlated; that means they were independent, otherwise the optimized one could not be accepted as a really new sequence. Therefore, considering the sequence proposal in [21] as a reference, the following definitions are proposed:
Ho: null hypothesis: both sequences are independent (i.e., both order of processes are significantly different)
H1: alternative hypothesis: both sequences are dependent (i.e., it is not possible to affirm that both order of processes are independent)
Table 3 illustrates the results for both tests with different confidence levels:
It was observed that both contrasts resulted in accepting the null hypothesis for every alpha value (except the Spearman contrast for α = 0.20, where a limit value was obtained). This result led us to accept the independence of both sequences. As a consequence, the optimal sequence designed to get as close as possible to the competitors offered a different result than [21]. A deeper analysis determined the origin of these discrepancies, which are explained in next points:
  • Validation and testing process, requirement fulfillment process, incidence management process, and financial management process were proposed to be implemented in the same position in the sequence (or quite close, not statistically different)
  • The proposed sequence placed service catalog management as the first process to be implemented, whereas the sequence in [21] moved it to the ninth place.
  • Change management was proposed in first place by [21], but it was proposed in 11th place by the optimal sequence.
  • The proposed sequence placed service catalog management as the first process to be implemented, whereas the sequence used as reference moved it to ninth place.
  • Service level agreement management, security management, and event management were proposed in the fifth, sixth, and 8th positions, respectively, by the sequence in [21], but they were placed further than 10th position by the optimal sequence.
  • The most discrepancies appeared in availability management process and portfolio management process, which were placed in the 10th and 19th positions, respectively, by [21], but were proposed in the fifth and 22nd positions, respectively, by the optimal sequence. These two processes were the ones that most affected the value of the statistics ρ and τ.

4. Discussion

Educational companies are usually small companies with very few employees dedicated to IT. This makes it really difficult to offer high-quality IT services. This is important because nowadays more and more centers need to offer online educational services (schools, adult schools, academies, etc.). One of the reasons is that small centers have only a few resources in the IT department and it is rather complicated to implement processes such as the ones defined in ITIL, which is, as mentioned before, the most extended and used standard in the management of IT departments. The consequence is that the quality of services is far from the desired level. This situation may decrease student satisfaction and, in the long term, may affect the survival of the company.
There are different approaches that help to implement ITIL in companies. These approaches can be categorized in three big groups: (a) a first group that identifies the key and failure factors in the project of implementing ITIL, (b) a second group that identifies a fixed set of processes and the first ITIL process to implement, and (c) a third group that identifies methodologies and finds sequences of processes specifically designed for each company.
The methodology exposed in [24] offers the possibility to adapt the result, that is, the ordered set of ITIL processes to be implemented, for every company. This possibility was used to apply the methodology in [24] to a general case of a small educational center.
The sequence obtained (see Table 2) considered that catalog management should be followed by operational processes such incidence management. This sequence solved most IT defects in terms of quality. The sequence was completed with up to 11 processes taken from the ITIL standard (representing more than 20% of the complete list of ITIL processes). The reason to consider this set of processes is that following Pareto’s rule, the 80% of deficiencies in quality are caused by 20% of processes.
The sequence obtained was compared with [21] (it considered the complete list of ITIL processes and was validated by an expert panel). The results indicated an independence of the optimal sequence obtained by applying [24] and the sequence in [21]: This indicated that the optimal sequence proposed was different from the one taken as reference.
The advantage of this solution lays in the fact that it was specifically built for small educational centers instead of the proposals analyzed, which make sense in big organizations, or they represent general purpose sequences (i.e., not specific for educational centers). It is also possible to identify other benefits: The proposed set of processes was obtained by application of [24]. This methodology does not require the involvement of experts or consultants and so it is cheaper. Moreover, the set of ordered processes is built considering the data obtained from the competitors, optimizing the close-up to them.
On the other hand, the limitation of the methodology applied is the implementation itself. That is, there is no clue about how to implement every single process or what elements should be considered to succeed. The approach establishes the set and the order of the processes, but it does not explain how to implement a particular process. It is possible to take some ideas about it from the literature (mainly in the approaches cited in Section 1.3).
A second limitation of the present study is that it was developed with Spanish companies and the conclusions are valid in Spain (and possibly in other Southern European countries, but it should be verified).
This research can be exploited in the future in different ways. The first idea is to apply the methodology to other small companies related to the educational industry, for example, small companies that develop contents for e-learning, small companies that develop software for e-learning, or small web portals for the education community. A second way to continue with the research is to compare the results of ITIL implementation to centers that decided to use other standards to manage IT departments. That is, should a small center use ITIL, or would it be better to apply other standards? Finally, a third line to investigate is related to providers: When talking about such small centers, would it not be a better idea to externalize all IT activity and focus on the activity of the company just in education? It should be considered that any IT department implies the hiring of IT resources, servers, and software, and implementing processes, among other implications. Nowadays, it is possible to find solutions to externalize any service, which probably offer better services than internal IT departments.

Supplementary Materials

The following are available online at http://schoolprocesses.sytes.net or https://sqitil.sytes.net database and online process sequencing tool.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

Appendix A

Table A1 includes the list of ITIL processes used in the poll.
Table A1. List of ITIL processes.
Table A1. List of ITIL processes.
NumberValueNumberValue
1Strategic management of services14Transition schedule
2Portfolio management15Change management
3Financial management16Deploy and version management
4Demand management17Validation and test management
5Business relation management18Asset and configuration management
6Design coordination19Change management
7Service catalog management20Knowledge management
8Availability management21Problem management
9Service level management22Incident management
10Continuity management23Access management
11Security management24Event management
12Provider management25Request management
13Capacity management26Continuous improvement

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Figure 1. Schema of materials and methods applied.
Figure 1. Schema of materials and methods applied.
Computers 10 00008 g001
Table 1. Description of the survey.
Table 1. Description of the survey.
ConceptValue
ScopeSpain
UniverseEducational centers with less than 10 full-time employees
Type of pollingWeb form
Sent200
Received101
Minimum to be significant64
Confidence level90%
Error<8.5%
Company selectionRandom
ModeOne phase
Table 2. Sequence calculated and reference sequence.
Table 2. Sequence calculated and reference sequence.
OrderSequence Calculated [24]Reference Sequence [21]
1Service catalog managementChange management
2Incidence management Release and deploy management
3Financial managementAsset management
4Requirement fulfillmentIncidence management
5Service portfolio managementService level management
6Transition managementSecurity management
7Testing managementTesting management
8Release and deploy managementEvent management
9Asset managementService catalog management
10Supply managementAvailability management
11Change managementFinancial management
Table 3. Test for the independence of the proposed sequence.
Table 3. Test for the independence of the proposed sequence.
Confidence Level
α = 0.05
Confidence Level
α = 0.10
Confidence Level
α = 0.20
Spearman contrastρ = 0.285 in
(−0.425–0.425)
ρ = 0.285 in
(−0.361–0.361)
ρ = 0.285 not in
(−0.284–0.284)
Kendall contrastτ = 0.143 in
(−0.307–0.307)
τ = 0.143 in
(−0.264–0.264)
τ = 0.143 in
(−0.203–0.203)
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Rubio Sánchez, J.L. Methodology to Improve Services in Small IT Centers: Application to Educational Centers. Computers 2021, 10, 8. https://doi.org/10.3390/computers10010008

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Rubio Sánchez JL. Methodology to Improve Services in Small IT Centers: Application to Educational Centers. Computers. 2021; 10(1):8. https://doi.org/10.3390/computers10010008

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Rubio Sánchez, Juan Luis. 2021. "Methodology to Improve Services in Small IT Centers: Application to Educational Centers" Computers 10, no. 1: 8. https://doi.org/10.3390/computers10010008

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Rubio Sánchez, J. L. (2021). Methodology to Improve Services in Small IT Centers: Application to Educational Centers. Computers, 10(1), 8. https://doi.org/10.3390/computers10010008

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