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LINKER: Journal of Computing and Technology
Vol. 1, No. 1, (2020), pp., 13-17.
http://tjct.isujournals.ph/ 13
Research Article Open Access
Healthdisisyon: Development and Assessment of Barangay Health
Unit Decision Support System
Engel Kenneth P. Cultivo , Aira Marie C. Aquino and Catleen Glo M. Feliciano
College of Computing Studies Information and Communication Technology, Isabela State University, Hague,
Isabela, 3309, Philippines
catleenglo.r.madayag@isu.edu.ph
ABSTRACT
Barangay officials are responsible for the barangay-related decision-making process. The secretary
handles the data to be used by the officials. The Secretary is the person who assists the civil registrar in
recording in his jurisdiction the births, deaths, diseases, and marriages that occur. For this purpose, in
terms of births, deaths, and illnesses, the barangay secretary in the Philippines is an individual assigned
to compile and manage the barangay records. It is laborious to consolidate, manage, evaluate, and retrieve
information, especially in producing efficient information and decision processing, using the current
method of encoding data to excel. For this purpose, the researchers design and develop a Networked
Decision Support System Application to help barangay monitor the Natality, Mortality, and Morbidity rates
in the Barangay for efficient information and decision processing and to define the system's acceptability
to the end-user in terms of functionality, usability, and performance. The data will be automatically
analyzed via tabular, graphical, and geographical formats using the device. Natality, mortality, and
morbidity rates are easily consolidated by the system and computed. The information is now organized and
the records of the different rates are stored in the system's database. The developed DSS for the Barangay
Health Unit correctly fulfills functional requirements for features such as the management of the Barangay
residents' profile, the mapping of geographical information, the statistical report using tabular and
graphical data, and report presentation. The system was evaluated jointly with the residents by the
barangay officials/staff like the secretary. The overall result of the system evaluation using ISO 25010
Software Quality Standard the criteria Functionality, Usability, and Performance statistically implies that
the system was completely functional, efficient and usable, and fulfilled the requirements of the users.
Keywords Decision Support System, Barangay, Health, natality, mortality, mobility
Introduction
The provision of appropriate, timely, and
accessible data by a county is important as data serves
as inputs to set goals, make informed decisions and
enforce better development policies (Albert &
Vizmanos,2019). That is one of the reasons why the
Philippine government has inspired e-government to
use the advantages of technology to provide people
with enhanced and quality service.
(Lacasandile,2018).
The Republic Act 7160, also known as the
Local Government Code of 1991 allows the barangay
to serve three main functions: a) as a political entity,
b) as a primary unit of planning and implementation,
and c) as a forum. The secretary who holds barangays
knowledge plays a crucial role in the decision making
of the officials to be able to achieve the mandates. The
LINKER: TJCT
The Journal Computing and Technology
LINKER: Journal of Computing and Technology
Vol. 1, No. 1, (2020), pp., 13-17.
http://tjct.isujournals.ph/ 14
Secretary maintains an updated record of all Barangay
residents, such as name, address, place, and date of
birth, gender, civil status, citizenship, and occupation
of information, (Tacuban,2016) Assist and assist the
local civil registrar within the unit with birth, death,
disease and marriage registers. (Tan,2018). Secretary
also submits a monthly report on the barangay
registered births, deaths, diseases, and marriages, as
well as the annual number of residents with their
respective local civil registrars. Such information is
the data used by officials in decision-making (Sec. 394
(c) (5), The Local Government Code of 1991) (9: 3a).
The Barangay Secretary experience the
following problems in the current system in
monitoring birth, death, and especially diseases rates
in the barangay: No computerized system used to
monitor the birth, death, and diseases; the secretary use
MS Excel in consolidating the rates of birth, death, and
diseases in the barangay. The number of birth, death,
and diseases are evaluated manually. The secretary
used folders as a repository of reports; the secretary
used pre-printed form in generating reports submitted
to City Health Office, Comelec, and Civil Registrar’s
Office; there is no statistical analysis in determining
the rates of birth, death, diseases, and marriage; there
is no repository of records of the different cases;
unorganized filing of records and reports are also
experienced by the secretary of the Barangay; delay in
submission of reports due to inaccurate tabulation; the
Barangay consolidate only the data of birth, death, and
diseases without analysis and interpretation of data
especially today's pandemic due to covid-19 where
fast and accurate reports are highly needed.
The citizen can gain more with the aid of the
decision support system, as the decision support
system is an information system that facilitates
corporate or organizational decision-making activities.
(Segal,2020). A DSS is used by planning divisions in
an organization, such as the operations department,
which gathers information and generates a report that
can be used for decision-making. ( Santoso,2017).
The proponent aims to design and create a
Networked-based Decision Support System
Application to monitor the rates of natality, mortality,
and morbidity in the Barangay to solve the current
problems of the Barangay, in which the system will
generate an output that could be used by officials to
make faster and more precise decisions.
This project focuses on the term Natality used
in birth rate, another term Mortality used in death rate,
and Morbidity is disease rate (Center for Disease
Control and Prevention, 2020) to cater to some
transactions of the Barangay Health Unit.
A Decision Support System that uses
historical data and transforms it into descriptive
statistics was adopted by the system. (Ouahilal et
al,2016 ) and a combination of human-powered and
computerization (2018). Using the system, the
information would be automatically evaluated by the
system in a tabular, graphical and geographical format
that could be used by the barangay in decision making,
apart from providing the secretary with a solution for
managing barangay records. Report generation is
performed automatically by the system. Natality,
mortality, and morbidity rates are conveniently
consolidated and calculated through the system. In
specific, this study aims to first test the functionality
of the system related to resident profile, geographical
information-based mapping, statistical report using
tabular and graphical data presentation, and reports.
The second is to evaluate user acceptance using
Software Product Quality (ISO 25010) as perceived by
users’ acceptability concerning Functionality,
Usability, and Performance.
Methods
This research uses the research development
type, which is the systematic analysis of the design,
development, and evaluation of educational programs,
processes, and products that must meet internal quality
and efficiency criteria. In the field of instructional
technology, developmental research is especially
important. (Ritchie, 1994) with the application of
descriptive statistical analysis on user’s acceptance of
technology evaluation.
Figure 1. Rapid Application Development
The researchers used Rapid Application
Development (RAD). A type of methodology for
software development that utilizes minimal planning
in favor of rapid prototyping. Software development
preparation using RAD is correlated with writing the
software itself (Rouse,2016).
Evaluation Method
LINKER: Journal of Computing and Technology
Vol. 1, No. 1, (2020), pp., 13-17.
http://tjct.isujournals.ph/ 15
Researchers perform system assessment
using the Software Quality Standard(ISO 25010) to
assess the end-acceptance user's of the system by the
user. The Questionnaire to measure the level of user
acceptance to the system based on the criteria
Functionality, Usability, and Performance towards
using the technology (Estdale & Georgiadou,2018)
The researchers used a Likert scale to
determine, evaluate, and to give feedback to the
system. (Likert,1932) This has been used to determine
whether the respondents rated “Very Great Extent
(VGA)”, “Great Extent (GE)”, “Moderate Extent
(ME)”, “Little Extent (LE)”, and “Very Little Extent
(VLE)”.
The locale of the study
The researchers will be conducted the study
at Barangay Rizal Santiago City.
Sampling Method
The researchers used a purposive sampling
approach to gather data and information from the
respondents. This includes the detection and collection
of people or groups of people who are knowledgeable
and well-informed about a phenomenon of interest.
(Etikan,2016).
The population of the study
The respondents of this study have consisted
of the following: 1 Barangay Captain, 1 Barangay
Secretary, 1 Barangay Deputized Collector, 2
Barangay Clerk, 3 Barangay BLO, 7 Purok Officials,
15 Residents knowledgeable in Information
Technology of Barangay Rizal, Santiago City who will
evaluate the system.
Results
A. Design and develop DSS for Barangay Health
Unit.
Figure 2. Child Profile Information Form User
Interface
Figure 2. Child and Parent Profile Information Form
User Interface
The System collects the resident’s
information using the profile information form as
shown in Figures 2. This form serves as a tool to
collect data and store it in the database to generate
useful information.
Figure 3.Mapping Form User Interface
This is one of the Decision support system
features of the system. Upon collecting data the system
has another functionality of using a map to identify the
barangay purok. Natality, Mortality, and Mobility. The
map used a tooltip for each purok that once the user
hovers or taps the purok tooltip the summary status of
the purok will be seen. Color of text change depends
on the average rate or status in the purok. The status is
divided into low, medium, high, and critical conditions
which can be used by the officials in decision making
(Fox et al, 2014) on what will be their action for the
purok or the entire barangay.
LINKER: Journal of Computing and Technology
Vol. 1, No. 1, (2020), pp., 13-17.
http://tjct.isujournals.ph/ 16
Figure 4.Statistics Form User Interface
Another Decision support system features of
the system being developed are the statistical analysis
of the data which is using data and converted into
descriptive statistics (Ouahilal et al,2016 ) in a form of
a bar graph as shown in figure 4, which is showing the
consolidated rate of natality, mortality, and mobility in
a barangay. This feature provides a clear
understanding of the barangay official and staff the
current situation of rate which is a big help for faster
and easier decision making.
Figure 5. Tabular and graphical reports generated
by the system
Figure 5 shows the tabular and graphical
reports using a bar graph of the system. Which is the
consolidated data of the system and summarized into
a table and be able to generate a graph for better
understanding and monitoring of the rate which is
useful for decision making of the barangay.
Figure 6. Printed Reports generated by the system
Another add-on feature of the system is to
generate printed summary reports of the system data.
B. Users Evaluation Results in Acceptability
Evaluation
Result
Official/
Staff
Quantitative
Rating
Resid
ents
Quantitativ
e Rating
Functionality 4.74
Very Great
Extent 4.84
Very Great
Extent
Usability 4.82
Very Great
Extent 4.88
Very Great
Extent
Performance 4.65
Very Great
Extent 4.88
Very Great
Extent
Total 4.74
Very Great
Extent 4.86
Very Great
Extent
Grand Mean 4.80
Very Great
Extent
Figure 7. Users Evaluation Results in Acceptability
The criteria of official/staff and residents in
Functionality, Usability, Performance with a mean
value of 4.74, 4.82, 4.65 and the total mean of 4.74 is
respectively with the quantitative equivalent to “Very
Great Extent” while a resident is 4.84, 4.88, 4.88 with
the total mean of 4.86 is respectively with the
quantitative equivalent to “Very Great Extent”. The
total grand mean of Functionality, Usability, and
Performance is a value of 4.80 respectively with a
quantitative rating of “Very Great Extent”. It
statistically implies that the system functioned
correctly and meets the requirements of the user.
Conclusion and Future Works
Based on the development, testing, and
implementations conducted, the researchers concluded
the following:
LINKER: Journal of Computing and Technology
Vol. 1, No. 1, (2020), pp., 13-17.
http://tjct.isujournals.ph/ 17
1. The developed DSS for Barangay Health Unit
performs functional requirements properly of the
features such as managing the profile of the residents
of the barangay, mapping geographical information,
statistical report using the tabular and graphical
presentation of data, and generating printed reports.
The features are a big help for the barangay to manage,
consolidate, and easier retrieval data which can be
used for faster and reliable decision making. The
researchers also concluded that the feature of the
system is another tool for today's pandemic COVID-
19 as it would be another way for the barangay to
provide updated information and supports decision on
the health situation of per purok using the mapping,
tabular and statistical features.
2. The overall result of the system evaluation using
ISO 25010 Software Quality Standard the criteria
Functionality, Usability and Performance as perceived
by the users obtained a total mean value of 4.80 which
is equivalent to “Very Great Extent”. This statistics
implies that the system was fully functional, perform
efficiently and usable and meets the users’
requirement. Thus the system is highly recommended
to be implemented also to other barangays in the
Philippines.
References
Albert, J. R. G., & Vizmanos, J. F. V. (2019). Philippine
Statistical System in the Wake of the Emerging Data
Revolution and Digitization.
Beynon-Davies P., Carne C., Mackay H., Tudhope D.(1999)
Rapid application development (RAD): an empirical review.
European Journal of Information Systems. Volume 8, No.
211-223. https://doi.org/10.1177/030631200030005004
Center for Disease Control and Prevention, 2020.An
Introduction to Applied Epidemiology and Biostatistics,
Principles of Epidemiology in Public Health Practice, Third
Edition. Retrieve from:
https://www.cdc.gov/csels/dsepd/ss1978/lesson3/section3.ht
ml
Convention of the Association for Educational
Communications and Technology. Retrieve from:
https://eric.ed.gov/?id=ED373753
Estdale, J., & Georgiadou, E. (2018). Applying the ISO/IEC
25010 Quality Models to Software Product. Systems,
Software, and Services Process Improvement, 492–503.
doi:10.1007/978-3-319-97925-0_42
Etikan, I. (2016). Comparison of Convenience Sampling and
Purposive Sampling. American Journal of Theoretical and
Applied Statistics, 5(1), 1.
https://doi.org/10.11648/j.ajtas.20160501.11
Fox, T.J., Nelson, J.C., and Rohweder, J.J., 2014, Decision
support system development at the Upper Midwest
Environmental Sciences Center: U.S. Geological Survey Fact
Sheet 2014–3120, 2 p.,
https://dx.doi.org/10.3133/fs20143021. ISSN 2327–6932
Govindan, K., Mina, H., & Alavi, B. (2020). A decision
support system for demand management in healthcare supply
chains considering the epidemic outbreaks: A case study of
coronavirus disease 2019 (COVID-19). Transportation
Research Part E: Logistics and Transportation Review, 138,
101967. doi:10.1016/j.tre.2020.101967
Muñoz, E., Capón-García E., Puigjaner L.(2018) Decision
support platform based on intelligent mathematical modeling
agents. Elsevier. Volume 43,Pages 1-1717
https://doi.org/10.1016/B978-0-444-64235-6.50213-8
Ouahilal, M., Mohajir, M. E., Chahhou, M., & Mohajir, B. E.
E. (2016). A comparative study of predictive algorithms for
business analytics and decision support systems: Finance as a
case study. 2016 International Conference on Information
Technology for Organizations Development (IT4OD).
doi:10.1109/it4od.2016.7479258
Pimentel, Aquilino. (1994). The Barangay and the Local
Government Code.Manila: Rex Book Store.
Richey R. (1994). Developmental Research: The Definition
and Scope. National
Rouse, M. (2016). Rapid Application Development (RAD).
Retrieved from: http://searchsoftwarequality.techtarget.com
Santoso, L. W., & Yulia. (2017). Data Warehouse with Big
Data Technology for Higher Education. Procedia Computer
Science, 124, 93–99. doi:10.1016/j.procs.2017.12.134
Lacasandile, A., & Niguidula, J. D. (2018). e-government
concept from cabal to the community. Proceedings of the
2018 International Conference on Data Science and
Information Technology - DSIT ’18.
doi:10.1145/3239283.3239301
SEGAL,T. (2020). Decision Support System—DSS. Retrieve
from : https://www.investopedia.com/terms/d/decision-
support-system.asp
Tacuban T. 2016. Barangay Decision Support and Mapping
System. Asia Pacific Journal of Multidisciplinary Research,
Vol. 4, No. 2. P-ISSN 2350-7756, E-ISSN 2350-8442
Tan,Sue Teresa (2018).Barangay Secretary Duties.
https://careertrend.com/list-6849283-barangay-secretary-
duties.html

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Healthdisisyon: Development and Assessment of Barangay Health Unit Decision Support System

  • 1. LINKER: Journal of Computing and Technology Vol. 1, No. 1, (2020), pp., 13-17. http://tjct.isujournals.ph/ 13 Research Article Open Access Healthdisisyon: Development and Assessment of Barangay Health Unit Decision Support System Engel Kenneth P. Cultivo , Aira Marie C. Aquino and Catleen Glo M. Feliciano College of Computing Studies Information and Communication Technology, Isabela State University, Hague, Isabela, 3309, Philippines catleenglo.r.madayag@isu.edu.ph ABSTRACT Barangay officials are responsible for the barangay-related decision-making process. The secretary handles the data to be used by the officials. The Secretary is the person who assists the civil registrar in recording in his jurisdiction the births, deaths, diseases, and marriages that occur. For this purpose, in terms of births, deaths, and illnesses, the barangay secretary in the Philippines is an individual assigned to compile and manage the barangay records. It is laborious to consolidate, manage, evaluate, and retrieve information, especially in producing efficient information and decision processing, using the current method of encoding data to excel. For this purpose, the researchers design and develop a Networked Decision Support System Application to help barangay monitor the Natality, Mortality, and Morbidity rates in the Barangay for efficient information and decision processing and to define the system's acceptability to the end-user in terms of functionality, usability, and performance. The data will be automatically analyzed via tabular, graphical, and geographical formats using the device. Natality, mortality, and morbidity rates are easily consolidated by the system and computed. The information is now organized and the records of the different rates are stored in the system's database. The developed DSS for the Barangay Health Unit correctly fulfills functional requirements for features such as the management of the Barangay residents' profile, the mapping of geographical information, the statistical report using tabular and graphical data, and report presentation. The system was evaluated jointly with the residents by the barangay officials/staff like the secretary. The overall result of the system evaluation using ISO 25010 Software Quality Standard the criteria Functionality, Usability, and Performance statistically implies that the system was completely functional, efficient and usable, and fulfilled the requirements of the users. Keywords Decision Support System, Barangay, Health, natality, mortality, mobility Introduction The provision of appropriate, timely, and accessible data by a county is important as data serves as inputs to set goals, make informed decisions and enforce better development policies (Albert & Vizmanos,2019). That is one of the reasons why the Philippine government has inspired e-government to use the advantages of technology to provide people with enhanced and quality service. (Lacasandile,2018). The Republic Act 7160, also known as the Local Government Code of 1991 allows the barangay to serve three main functions: a) as a political entity, b) as a primary unit of planning and implementation, and c) as a forum. The secretary who holds barangays knowledge plays a crucial role in the decision making of the officials to be able to achieve the mandates. The LINKER: TJCT The Journal Computing and Technology
  • 2. LINKER: Journal of Computing and Technology Vol. 1, No. 1, (2020), pp., 13-17. http://tjct.isujournals.ph/ 14 Secretary maintains an updated record of all Barangay residents, such as name, address, place, and date of birth, gender, civil status, citizenship, and occupation of information, (Tacuban,2016) Assist and assist the local civil registrar within the unit with birth, death, disease and marriage registers. (Tan,2018). Secretary also submits a monthly report on the barangay registered births, deaths, diseases, and marriages, as well as the annual number of residents with their respective local civil registrars. Such information is the data used by officials in decision-making (Sec. 394 (c) (5), The Local Government Code of 1991) (9: 3a). The Barangay Secretary experience the following problems in the current system in monitoring birth, death, and especially diseases rates in the barangay: No computerized system used to monitor the birth, death, and diseases; the secretary use MS Excel in consolidating the rates of birth, death, and diseases in the barangay. The number of birth, death, and diseases are evaluated manually. The secretary used folders as a repository of reports; the secretary used pre-printed form in generating reports submitted to City Health Office, Comelec, and Civil Registrar’s Office; there is no statistical analysis in determining the rates of birth, death, diseases, and marriage; there is no repository of records of the different cases; unorganized filing of records and reports are also experienced by the secretary of the Barangay; delay in submission of reports due to inaccurate tabulation; the Barangay consolidate only the data of birth, death, and diseases without analysis and interpretation of data especially today's pandemic due to covid-19 where fast and accurate reports are highly needed. The citizen can gain more with the aid of the decision support system, as the decision support system is an information system that facilitates corporate or organizational decision-making activities. (Segal,2020). A DSS is used by planning divisions in an organization, such as the operations department, which gathers information and generates a report that can be used for decision-making. ( Santoso,2017). The proponent aims to design and create a Networked-based Decision Support System Application to monitor the rates of natality, mortality, and morbidity in the Barangay to solve the current problems of the Barangay, in which the system will generate an output that could be used by officials to make faster and more precise decisions. This project focuses on the term Natality used in birth rate, another term Mortality used in death rate, and Morbidity is disease rate (Center for Disease Control and Prevention, 2020) to cater to some transactions of the Barangay Health Unit. A Decision Support System that uses historical data and transforms it into descriptive statistics was adopted by the system. (Ouahilal et al,2016 ) and a combination of human-powered and computerization (2018). Using the system, the information would be automatically evaluated by the system in a tabular, graphical and geographical format that could be used by the barangay in decision making, apart from providing the secretary with a solution for managing barangay records. Report generation is performed automatically by the system. Natality, mortality, and morbidity rates are conveniently consolidated and calculated through the system. In specific, this study aims to first test the functionality of the system related to resident profile, geographical information-based mapping, statistical report using tabular and graphical data presentation, and reports. The second is to evaluate user acceptance using Software Product Quality (ISO 25010) as perceived by users’ acceptability concerning Functionality, Usability, and Performance. Methods This research uses the research development type, which is the systematic analysis of the design, development, and evaluation of educational programs, processes, and products that must meet internal quality and efficiency criteria. In the field of instructional technology, developmental research is especially important. (Ritchie, 1994) with the application of descriptive statistical analysis on user’s acceptance of technology evaluation. Figure 1. Rapid Application Development The researchers used Rapid Application Development (RAD). A type of methodology for software development that utilizes minimal planning in favor of rapid prototyping. Software development preparation using RAD is correlated with writing the software itself (Rouse,2016). Evaluation Method
  • 3. LINKER: Journal of Computing and Technology Vol. 1, No. 1, (2020), pp., 13-17. http://tjct.isujournals.ph/ 15 Researchers perform system assessment using the Software Quality Standard(ISO 25010) to assess the end-acceptance user's of the system by the user. The Questionnaire to measure the level of user acceptance to the system based on the criteria Functionality, Usability, and Performance towards using the technology (Estdale & Georgiadou,2018) The researchers used a Likert scale to determine, evaluate, and to give feedback to the system. (Likert,1932) This has been used to determine whether the respondents rated “Very Great Extent (VGA)”, “Great Extent (GE)”, “Moderate Extent (ME)”, “Little Extent (LE)”, and “Very Little Extent (VLE)”. The locale of the study The researchers will be conducted the study at Barangay Rizal Santiago City. Sampling Method The researchers used a purposive sampling approach to gather data and information from the respondents. This includes the detection and collection of people or groups of people who are knowledgeable and well-informed about a phenomenon of interest. (Etikan,2016). The population of the study The respondents of this study have consisted of the following: 1 Barangay Captain, 1 Barangay Secretary, 1 Barangay Deputized Collector, 2 Barangay Clerk, 3 Barangay BLO, 7 Purok Officials, 15 Residents knowledgeable in Information Technology of Barangay Rizal, Santiago City who will evaluate the system. Results A. Design and develop DSS for Barangay Health Unit. Figure 2. Child Profile Information Form User Interface Figure 2. Child and Parent Profile Information Form User Interface The System collects the resident’s information using the profile information form as shown in Figures 2. This form serves as a tool to collect data and store it in the database to generate useful information. Figure 3.Mapping Form User Interface This is one of the Decision support system features of the system. Upon collecting data the system has another functionality of using a map to identify the barangay purok. Natality, Mortality, and Mobility. The map used a tooltip for each purok that once the user hovers or taps the purok tooltip the summary status of the purok will be seen. Color of text change depends on the average rate or status in the purok. The status is divided into low, medium, high, and critical conditions which can be used by the officials in decision making (Fox et al, 2014) on what will be their action for the purok or the entire barangay.
  • 4. LINKER: Journal of Computing and Technology Vol. 1, No. 1, (2020), pp., 13-17. http://tjct.isujournals.ph/ 16 Figure 4.Statistics Form User Interface Another Decision support system features of the system being developed are the statistical analysis of the data which is using data and converted into descriptive statistics (Ouahilal et al,2016 ) in a form of a bar graph as shown in figure 4, which is showing the consolidated rate of natality, mortality, and mobility in a barangay. This feature provides a clear understanding of the barangay official and staff the current situation of rate which is a big help for faster and easier decision making. Figure 5. Tabular and graphical reports generated by the system Figure 5 shows the tabular and graphical reports using a bar graph of the system. Which is the consolidated data of the system and summarized into a table and be able to generate a graph for better understanding and monitoring of the rate which is useful for decision making of the barangay. Figure 6. Printed Reports generated by the system Another add-on feature of the system is to generate printed summary reports of the system data. B. Users Evaluation Results in Acceptability Evaluation Result Official/ Staff Quantitative Rating Resid ents Quantitativ e Rating Functionality 4.74 Very Great Extent 4.84 Very Great Extent Usability 4.82 Very Great Extent 4.88 Very Great Extent Performance 4.65 Very Great Extent 4.88 Very Great Extent Total 4.74 Very Great Extent 4.86 Very Great Extent Grand Mean 4.80 Very Great Extent Figure 7. Users Evaluation Results in Acceptability The criteria of official/staff and residents in Functionality, Usability, Performance with a mean value of 4.74, 4.82, 4.65 and the total mean of 4.74 is respectively with the quantitative equivalent to “Very Great Extent” while a resident is 4.84, 4.88, 4.88 with the total mean of 4.86 is respectively with the quantitative equivalent to “Very Great Extent”. The total grand mean of Functionality, Usability, and Performance is a value of 4.80 respectively with a quantitative rating of “Very Great Extent”. It statistically implies that the system functioned correctly and meets the requirements of the user. Conclusion and Future Works Based on the development, testing, and implementations conducted, the researchers concluded the following:
  • 5. LINKER: Journal of Computing and Technology Vol. 1, No. 1, (2020), pp., 13-17. http://tjct.isujournals.ph/ 17 1. The developed DSS for Barangay Health Unit performs functional requirements properly of the features such as managing the profile of the residents of the barangay, mapping geographical information, statistical report using the tabular and graphical presentation of data, and generating printed reports. The features are a big help for the barangay to manage, consolidate, and easier retrieval data which can be used for faster and reliable decision making. The researchers also concluded that the feature of the system is another tool for today's pandemic COVID- 19 as it would be another way for the barangay to provide updated information and supports decision on the health situation of per purok using the mapping, tabular and statistical features. 2. The overall result of the system evaluation using ISO 25010 Software Quality Standard the criteria Functionality, Usability and Performance as perceived by the users obtained a total mean value of 4.80 which is equivalent to “Very Great Extent”. This statistics implies that the system was fully functional, perform efficiently and usable and meets the users’ requirement. Thus the system is highly recommended to be implemented also to other barangays in the Philippines. References Albert, J. R. G., & Vizmanos, J. F. V. (2019). Philippine Statistical System in the Wake of the Emerging Data Revolution and Digitization. Beynon-Davies P., Carne C., Mackay H., Tudhope D.(1999) Rapid application development (RAD): an empirical review. European Journal of Information Systems. Volume 8, No. 211-223. https://doi.org/10.1177/030631200030005004 Center for Disease Control and Prevention, 2020.An Introduction to Applied Epidemiology and Biostatistics, Principles of Epidemiology in Public Health Practice, Third Edition. Retrieve from: https://www.cdc.gov/csels/dsepd/ss1978/lesson3/section3.ht ml Convention of the Association for Educational Communications and Technology. Retrieve from: https://eric.ed.gov/?id=ED373753 Estdale, J., & Georgiadou, E. (2018). Applying the ISO/IEC 25010 Quality Models to Software Product. Systems, Software, and Services Process Improvement, 492–503. doi:10.1007/978-3-319-97925-0_42 Etikan, I. (2016). Comparison of Convenience Sampling and Purposive Sampling. American Journal of Theoretical and Applied Statistics, 5(1), 1. https://doi.org/10.11648/j.ajtas.20160501.11 Fox, T.J., Nelson, J.C., and Rohweder, J.J., 2014, Decision support system development at the Upper Midwest Environmental Sciences Center: U.S. Geological Survey Fact Sheet 2014–3120, 2 p., https://dx.doi.org/10.3133/fs20143021. ISSN 2327–6932 Govindan, K., Mina, H., & Alavi, B. (2020). A decision support system for demand management in healthcare supply chains considering the epidemic outbreaks: A case study of coronavirus disease 2019 (COVID-19). Transportation Research Part E: Logistics and Transportation Review, 138, 101967. doi:10.1016/j.tre.2020.101967 Muñoz, E., Capón-García E., Puigjaner L.(2018) Decision support platform based on intelligent mathematical modeling agents. Elsevier. Volume 43,Pages 1-1717 https://doi.org/10.1016/B978-0-444-64235-6.50213-8 Ouahilal, M., Mohajir, M. E., Chahhou, M., & Mohajir, B. E. E. (2016). A comparative study of predictive algorithms for business analytics and decision support systems: Finance as a case study. 2016 International Conference on Information Technology for Organizations Development (IT4OD). doi:10.1109/it4od.2016.7479258 Pimentel, Aquilino. (1994). The Barangay and the Local Government Code.Manila: Rex Book Store. Richey R. (1994). Developmental Research: The Definition and Scope. National Rouse, M. (2016). Rapid Application Development (RAD). Retrieved from: http://searchsoftwarequality.techtarget.com Santoso, L. W., & Yulia. (2017). Data Warehouse with Big Data Technology for Higher Education. Procedia Computer Science, 124, 93–99. doi:10.1016/j.procs.2017.12.134 Lacasandile, A., & Niguidula, J. D. (2018). e-government concept from cabal to the community. Proceedings of the 2018 International Conference on Data Science and Information Technology - DSIT ’18. doi:10.1145/3239283.3239301 SEGAL,T. (2020). Decision Support System—DSS. Retrieve from : https://www.investopedia.com/terms/d/decision- support-system.asp Tacuban T. 2016. Barangay Decision Support and Mapping System. Asia Pacific Journal of Multidisciplinary Research, Vol. 4, No. 2. P-ISSN 2350-7756, E-ISSN 2350-8442 Tan,Sue Teresa (2018).Barangay Secretary Duties. https://careertrend.com/list-6849283-barangay-secretary- duties.html