Uncovering the Most Vulnerable in Times of Crisis: Analyzing Procurement Capacity Index with Multi-Criteria Decision-Analysis
Featuring a published paper by one of OCDex' fellows, Engr. John Raymond Barajas of Bicol University College of Engineering Abstract:...
Public Data Analytics: Community Problem Solving
VOLUME 2 of the OCDex Public Data Analytics Series Data science and analytics has demonstrated its power in informing decision-making...
Reflections: How analysis of government data can help LGUs, NGAs, and local communities
Author: Roben A. Juanatas (CCIT – National University) Analysis of government data, in my opinion, has the ability to bring about...
Data Analytics a way to solve the crisis in education: A local setting approach
Author: Ramon L. Rodriguez (National University - Manila) The current pandemic highlights further the problem in the educational sector in...
Reflections: Data to help Cities and Municipalities
Author: Nico O. Aspra (Bicol University) In our generation today, technology has rapidly consumed everyone. It has rooted itself in...
e-Participation: A Road to Strategic Decision-Making Using Data-Driven Approach
Author: Lany L. Maceda (Bicol University) Data has a very powerful role to play. Analyzing data is very important nowadays...
Reflections: How do you think data and analytics can help your LGU, NGAs, and/or community and how do you propose ways to do it?
Author: Gabriel Avelino Sampedro (National University) In the age of digitalization, everything is done online. Most of the data collected...
Reflection: Using Data Analytics to Gain Insights from Citizens’ Feedback
Author: Jennifer Llovido (Bicol University) Government data is a powerful resource that can influence public opinion, citizen services, economic development...
Reflection: The Study of Pandemic Resilience on Impoverished Municipalities
Author: Shehab D. Ibrahim (Mindanao State University - Iligan Institute of Technology) Pandemic orders are declared to protect public health...
Reflections: A Missing Link in Philippine Mental Health: Data Analytics
Author: Manolito Octaviano Jr. (National University) According to WHO, there are estimated 154 million Filipinos suffer from depression, 24 million...
Reflections: Data Analytics for Social Development
Author: Mary Joy Canon (Bicol University) Exploiting data through machine learning and analytics has been a trend solution in helping...
Accountable Public Management of Funds for Local Government Units
Author: Rabby Q. Lavilles (Mindanao State University - Iligan Institute of Technology) The transparency of budget allocation and utilization of...
Reflections: The Importance of Analysis of Government Data
Author: Jimson Ornido (National University) The purpose of government is to enable the people of a nation to live in...
Maragondon and Ternate Tourism: Managing Riders and Businesses
Author: Mark Emmanuel Malimban (National University) Maragondon and Ternate are municipalities located in the southern part of Cavite. These rural...
Reflections: Data-driven Paradigm Shift in Philippine LGUs
Author: Ramon Gian A. Bron (Bicol University) In a decision-driven world, data plays an irreplaceable role not only for individuals...
Reflections: Policymakers and informed decision-making
Author: Pee Jay N. Gealone (Bicol University) Culturally, Philippines has been reliant to tradition in many of our practices and...
Reflections: How the Academe can Leverage Data and Analytics to Help LGUs
Author: Mia Amor C. Tinam-isan (Mindanao State University - Iligan Institute of Technology) Data analytics has been the talk of...
Educated Spending: An Insight on SUCs Utilization of MOOE
Author: Sittie NB Pasandalanb (Mindanao State University - Iligan Institute of Technology) Despite the reality of reduced budgets of the...
Reflections: Using Data Analytics to Validate Philippines’ occupational gender segregation
Author: Christian Sy (Bicol University) The World Economic Forum’s Global Gender Gap Report of 2021 recognized the Philippines as the...
Predicting Public Procurement Irregularities in the COVID-19 Response of Local Government Units (LGUs) in the Philippines
Authors: Barajas, J.R., Aspra, N., Gealone, P.J., Lucero, A., Padua, O., Ramos, M. Motivated by ensuring transparency, fairness, and efficiency...
Using Government Procurement Data to Influence Bidding Strategy of Local Contractors
Using Philippine Government E-Procurement System (PhilGEPS) data of 19 local government units from years 2016-2018, four out of six key...
Automated Process Mining in Philippine Procurement Event Logs – Automated Process Flow Detection
"Process mining applies data science to discover, validate and improve workflows . By combining data mining and process analytics, organizations can...
How can CSOs use Data in their Community-Based HIV/AIDS Advocacy Activities?
HIV-RELATED PROCUREMENT DATASETS PREPROCESSING TO IMPROVE HIV-RELATED ADVOCACY WORK OF CIVIL SOCIETY ORGANIZATIONS The objective of this study is to...
Public Procurement Analytics Handbook – Volume 1
Fair, transparent, and efficient government procurement benefits the public. In this information age, where insight generation from big data has...
Procurement Management of the Resources Used on Testing COVID-19 Cases in the Bicol Regional Diagnostic and Reference Laboratory (BRDRL)
This article and the manuscript were submitted by the research team and may be updated in the future. Conducting this...
The Philippine Government Precautionary Measures Through Procurement of Covid-19 Related Items
(This article and the manuscript were submitted by the research team and may be updated/revised in the future) With the...
SUC EATing patterns: Crucial indicators for an effective implementation of online modes of learning
(This article and the manuscript were submitted by the research team and may be updated in the future) Education has...
A proper REACTion in securing integrity on the public bidding of construction and infrastructure tenders amidst the COVID-19 pandemic
(This article and the manuscript were submitted by the research team and may be updated in the future) As of...
Can the LGUs respond to LSIs? A classification system to qualify capacity of local government units (LGU) to ACT on arriving COVID-19 positive locally stranded individuals (LSI)
(This article is submitted by the research team and may be updated in the future.) The COVID-19 pandemic has largely...
Call for Proposals: Research, Innovation, Using Philippine Procurement Data 2020
MICRO GRANT will be AWARDED to 5 SELECTED PROPOSALSDEADLINE: May 30, 2020 12 MN CRITERIA: 1. Research must be relevant to...
OCDex Portal: A Data-Driven Approach in Analyzing Procurement Process of Community-Based HIV/AIDS Advocacy Related Items
4th International Conference on Machine Learning and Soft Computing, Haiphong Vietnam, January 2020 Association of Computing Machinery (ACM) Full PAPER...
Tracking Population Growth and its effects to Philippines’ Carrying Capacity in selected indicators
By: Team Data Hoarders "TEAM DATA HOARDERS" Explored the Population Growth and its Effects to Philippines' Carrying Capacity in Selected...
How Much is the Budget for HIV treatment in the Philippines?
By Team Data Miners "TEAM DATA MINERS" Explores budget trend of HIV-related commodities, versus the number of newly diagnosed cases...
Roles and Issues of the Sangguniang Kabataan
By Team: BATAG "TEAM BATAG" or Team "Builders And Technology Advocates Group", our young team from CSO and and Computer...
HIV/AIDS in the Philippines
By Team Anata "TEAM ANATA", a mix of advocates and Computer Science and IT Students, presents and discusses how they...
Demand Generation Activities – Family Planning
By TEAM DatAvengers Looking at the Number of Men and Women of Reproductive Age Reached With Unmet Needs for Family...
Procurement Analytics for Process Optimization – State University Report
This report is made in support to the international open data movement, and to generate insights to help optimize the...
How Long Should The Procurement Process Take? A Visual Guide Based on the GPRA 2016 IRR
The Annex C of the 2016 Implementing Rules and Regulations of the Government Procurement Reform Act (GPRA) Defines the Minimum...
Procurement Business Intelligence Workshop for Businesses
To Bid or Not to Bid? That is the Question! Layertech Labs led the Procurement Data Analytics and Business Intelligence...
Students Analyzing Procurement Data: 2019 Datathon for Transparency, Efficiency and Good Governance
25 students from Bicol University College of Science - Computer Science and IT Department, and students from Southern Luzon Technological...
Business Intelligence Report – Albay LGUs
This report is made in support to the international open data movement, and to generate business insights from open procurement...
PhilGEPS Dataset Columns to OCDS Mapping Guide
PhilGEPS releases Philippine procurement datasets in excel format. These are downloadable in their official PHILGEPS OPEN DATA PORTAL. Below is...
Using Procurement Data in HIV/AIDS Grassroots Advocacy
In line with the Open Contracting Initiative, Layertech conducted a free training session on Data Analysis for CSOs (members of...
Layertech Leads Data Scraping Session using R and R Studio
Supported by Hivos, Layertech lead a data scraping session using R and R Studio, using official Philippine Procurement Datasets found...
How to filter PhilGEPS data with R and R Studio
PRE-REQUISITE: You must have R and R Studio BOTH installed in your computer. If you don't, download the installers on...
First Stakeholder Meeting – Open Contracting Data Standards Stakeholder Meeting 2018
Held at The Oriental Hotel on May 22, 2018, Layertech Software Labs and Hivos conducted the first stakeholder meeting to...
SeeLog: Open Contracting Data Standard-Based Procurement Portal
By: Alan John Maristela Alilano The IT industry has come a long way to its existing shape where it is...
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