Review current and past Data Innovation Program projects. Approved projects must meet the strict privacy and security framework. All projects are using de-identified, population-level data.
Government projects are sorted by sponsoring ministry.
In Care Network for Children and Youth in Care
Status: In progress
The Ministry of Children and Family Development is undertaking an integrated data project to better understand the needs of children and youth under the guardianship of the ministry, now and in the future. Descriptive statistics derived from the Ministry of Children and Family Development, Ministry of Health and Ministry of Education data will be used to provide insight on children and youth’s needs. This insight will subsequently be used to better support populations of children and youth while they are in care by providing better informed services and supports, as well as improving access to appropriate services, where and when they are needed.
Project main contact: France Cormier, Director of Analysis, Ministry of Children and Family Development
Linked datasets:
Agreements with Young Adults Outcome Evaluation Project
Status: In progress
The project will evaluate the outcomes associated with the Ministry of Children and Family Development’s Agreements with Young Adults (AYA) program. The project team is aiming to use the findings from this project to support evidence-based decision making to better meet the needs of youth transitioning into adulthood. In addition, the findings will enable the ministry to assess the impact of AYA program and adjust it as necessary. Descriptive statistics derived from health, social and education characteristics will be used to assist in the evaluation of outcomes of Agreements with Young Adults program.
Project main contact: France Cormier, Director of Analytics, Ministry of Children and Family Development
Linked datasets:
Ministry of Citizens' Services
Increasing knowledge of DI Program datasets and developing tools for analyses
Status: In progress
Through this project, the ministry’s data scientists and data science fellows aim to learn more about the de-identified data collected and used under the Data Innovation Program so they can improve the program’s analytic concepts, policies, services and technology. The program supports government in understanding B.C.’s complex issues, helping to generate an evidence base for decision-making, which can ultimately lead to better programs and services for citizens. This project aligns with the ministry’s 2019/20 service plan: the strategy to establish and promote data-driven partnerships across government.
Project main contact: Lindsay Fredrick, Senior Data Scientist, BC Stats, Ministry of Citizens’ Services
Linked datasets:
Generation of the Annual Homeless Cohort
Status: In progress
This project will create and annually update a row-level homeless cohort research dataset (also referred to below as the derived product) using an analytical method “Preventing and Reducing Homelessness”. The analytic method identifies individuals who have experienced homelessness in B.C. using three administrative service use datasets :shelter use, social assistance payments, and the Health MSP central demographics file. The derived product will be made available as a net new DIP dataset for use in other projects wishing to conduct research into issues related to homelessness. This will improve access to this important dataset and encourage greater alignment in methods across DIP research projects.
BC Stats has committed to continue resourcing the creation and annual updating of the derived product since it will become a permanent data asset in the Data Innovation Program. This work to generate and update the homeless cohort is being “moved” to this new project in order to isolate the technical pipeline from the policy-driven research conducted in developing the “Preventing and Reducing Homelessness” analytical method and to give the BC Stats data scientist team more flexibility for resourcing this work and ensuring resiliency and redundancy in knowledge and skills around the codebase. Shifting the cohort generation work to this new project will also ensure that the derived product remains available as a DIP dataset even after research in 19-g07 is completed.
Project main contact: Kyle Armour, Data Science Partnerships Manager, BC Stats, Ministry of Citizens’ Services
Linked datasets:
An Evaluation of the Strengths and Limitations of the BC Demographic Survey Data Available in the DI Program
Status: In progress
Investigating the statistical validity of the BC Demographic Survey dataset, including representativeness across key groups and regions, and determining the success of linking to other existing DI Program datasets.The BC Demographic Survey dataset is being ingested into the DI Program to link the demographic data to existing government program and service datasets. This will enable detailed analyses using de-identified data within projects aimed at addressing systemic racism and inequities in government programs and services for racialized groups, including distinctions-based approach to analyses. Our project will examine how effective the data collection and ingestion processes were in producing a reliable enough sample needed to identify systemic racism in government programs and services (e.g., Health, Education etc.). Evaluation will include how well the sample represents province-wide population based on key demographics from the latest Census data. Based on the records that link to the Central Demographics File, changes in the characteristics of those in the sample after ingestion into the DI Program will also be assessed. Understanding the limitations and applications of the BC Demographic Survey data will allow researchers to better interpret their findings and should lead to more complete and/or better quality and coverage of the underlying information used to conduct such analyses. This in turn will benefit the public by ensuring greater quality of research into the topic area of systemic racism and government services.
Project main contact: Lindsay Fredrick, Senior Data Scientist, Data Science Partnership, Ministry of Citizens’ Services.
Linked datasets:
Assessing the effect of COVID-19 on mental health disorders in B.C.’s K-12 student population
Status: In progress
The Ministry of Education, in partnership with Simon Fraser University, is looking to improve our understanding of the relationship between students in the K-12 sector, their families, and mental health. This is to be done specifically within the context of COVID-19. In particular, we wish to address whether the pandemic has increased the prevalence or severity of serious and persistent mental health problems among vulnerable children and their families in British Columbia. We also wish to use this current pandemic experience as an opportunity to learn how the education system can support mental health during future pandemics. Through the Data Innovation Program, we will be able to look at data linkages between the B.C. student population, their families, and related mental health health services to see if we can identify the extent to which COVID-19 impacted student health.
Project main contact: Brett Wilmer, Director, Provincial Statistics, Ministry of Citizens' Services
Linked datasets:
Recent Publications:
COVID-19 and the Mental Health of Adolescents in British Columbia - https://edworkingpapers.com/ai23-805
Numbers Speak: Experiences of Racialized K-12 Students in B.C.
Status: In progress
The Indigenous Governing Entities and the Anti-Racism Data Committee identified systemic racism in B.C.’s education as a problem based on existing reports and on what they hear from communities. Systemic racism is present when Indigenous and racialized students are consistently disadvantaged in the type, amount, and quality of services they receive. Systemic racism within our in education system has had an adverse impact on the well-being of students and learning outcomes. Understanding and raising awareness of the impacts of systemic racism is the first step towards eliminating it. Currently, there is a lack of publicly available reports describing K-12 experiences and outcomes of students impacted by systemic racism in B.C. This project will begin addressing this knowledge gap by producing statistics on graduation rates, diverse needs designation rates and self-reported inclusion experiences for racialized Indigenous, Métis and Inuit students. Students who are learning English will also be included in this project. The project will leverage the newly available BC Demographic Survey data to produce these statistics at a higher level of disaggregation than was previously available. The analysis will also consider other factors that may impact student experiences and outcomes, such as parental socio-economic status and students’ age and gender.
Project main contact: Stephanie Hazlitt, Director, Data Science Partnership, Ministry of Citizens’ Services.
Linked datasets:
Ministry of Health
Improving health outcomes through attachment to a primary care provider
Status: In progress
This project will link Ministry of Health data with socio-economic data from other ministries in order to learn more about the characteristics of people who do not have a primary care provider (“unattached”). This analysis will guide the development of processes and policies that support and encourage primary care relationships – helping to improve health outcomes for British Columbians. This project aligns with the ministry’s commitment to advancing B.C.’s health services to ensure British Columbians are supported in their efforts to maintain and improve their health. The project also helps deliver a current government initiative to implement primary care networks to improve access to and the delivery of primary care across the province.
Project main contact: Eric Larson, Executive Director, Integrated Analytics: Primary Care, Acute Care and Workforce, Health Sector Information Analysis and Reporting, Ministry of Health
Linked datasets:
Pedestrian and Cyclist Safety Study (PCSS)
Status: In progress
The Ministry of Health is undertaking this study to better understand the circumstances surrounding injuries and deaths to pedestrians, cyclists and other vulnerable road users who are outside of a motor vehicle such as persons who use e-scooters, mobility devices, are employed as flag persons and others. By utilizing a large number of linked datasets across government, this study involves an unprecedented type of investigation into the safety of the most vulnerable road users. The project team intends to use detailed information across a number of datasets to identify road infrastructure, road types, speed limits, road rules, driver errors, vehicle types and other elements that create either protective or risk factors in terms of these collisions. At the same time, information about income, education and other available equity-related indicators will be used to help quantify the extent to which sub-populations are disproportionately impacted by traffic accidents and trauma outcomes.
Project main contact: Andrea Godfreyson, A/Director, Injury Prevention & Healthy Settings, Ministry of Health
Linked datasets:
Using routinely-collected data to understand experiences of care and promising points of intervention for community-living older adults with higher needs
Status: In progress
This program of research relates to research needs for the Higher Needs program that is funded by the Ministry of Health and run by the United Way British Columbia (UWBC). This research will provide information on the target population of these programs, namely higher needs older adults living in the community in British Columbia (BC), including their health and sociodemographic characteristics, health service use, and changes over time. This research complements evaluations of the Higher Needs program that are being undertaken separately.
Project main contact: Victoria Schuckel, Executive Director, Research and Technology, Ministry of Health
Linked datasets:
Health Outcomes Across BC Patient Subpopulations
Status: In progress
The Indigenous Governing Entities and the Anti-Racism Data Committee identified systemic racism in B.C.'s healthcare system as a problem based on existing reports and on what they hear from communities. Systemic racism is present when Indigenous or racialized people are consistently disadvantaged in the type, amount, and quality of services they receive. Systemic racism in healthcare adversely impacts access to health care services and health outcomes and needs to be eliminated. Understanding and raising awareness of systemic racism and its impacts is the first step towards eliminating it. Currently, there is a lack of publicly available reports describing health service use and outcomes for Indigenous and racialized people in the province. This initial project will begin addressing this knowledge gap by producing statistics on the prevalence of chronic conditions based on related health service use. This information will help improve understanding of racial differences in chronic disease prevalence and act as a basis for future phases of research on chronic disease prevention and management. The Anti-Racism Data Committee and the Indigenous Governing Entities will have an opportunity to review the results before public release.
Project main contact: Brett Wilmer, Director, Provincial Statistics, Ministry of Citizens' Services
Linked datasets:
Ministry of Housing
Preventing and reducing homelessness
Status: In progress
This project will link data from the Ministry of Social Development and Poverty Reduction, the Ministry of Municipal Affairs and Housing and BC Housing to identify the cohort of people who have experienced homelessness or are at risk of becoming homeless in B.C. This includes demographic information, pathways into homelessness, and the cross-government interventions that helped them exit homelessness. Establishing this integrated data set supports government’s homelessness and poverty reduction strategy, TogetherBC. Insights from this project could help government evaluate the effectiveness of its policy and program decisions and improve services for British Columbians.
Project main contact: Annik Foreman, Director, Research, Policy and Evaluation, Ministry of Housing
Linked datasets:
Recent publications:
Ministry of Citizens' Services
Insights for enhancing policy and services for children and youth who experience mental health problems
Status: Closed
The Ministry of Citizens’ Service and the Ministry of Mental Health and Addictions are undertaking a cross-government partnership to use integrated data to understand population-level patterns in how children and youth who experience mental health challenges access services across government and how those services affect them into adulthood.
Project main contact: Dan MacKenzie, Director of Data Insights, Digital Platforms and Division, Ministry of Citizens' Services
Linked datasets:
Impacts of Significant Climate-Related Events on Use of Government Services – A Feasibility Project
Status: Closed
The Province of British Columbia is developing a Climate Preparedness and Adaptation Strategy to ensure that communities have the support they need to be prepared and adapt to climate change. Similar to other jurisdictions, there is currently a lack of region-specific data or information on the physical and mental health or economic impacts of climate change for different populations within British Columbia. This feasibility project will explore the development of an analytical method using integrated British Columbia administrative data to characterize the impact of a significant climate-related event on the use of government services related to health and well-being. The project will fill identified data gaps in understanding the needs of all populations within British Columbia (youth, women, elders) with the goal of supporting new or improved policy development aimed at ensuring all people in British Columbia are supported in preparing for and adapting to B.C.’s changing climate.
Project main contact: Bonnie Robert, Senior Data Scientist, Data Science Partnership, Ministry of Citizens’ Services.
Linked datasets:
Ministry of Education and Child Care
Linking K-12 education to adult outcomes
Status: Closed
The Ministry of Education is undertaking a series of research projects to understand how a student’s experience in school (kindergarten to Grade 12) impacts their life afterwards, such as interacting with labour market programming or apprenticeship training. At a glance, the path looks different for everybody. But can a pattern be found in how students experience K-12 and their outcomes as adults? In this project, the Ministry of Education and the Ministry of Public Safety and Solicitor General seek to understand population-level patterns between students’ demographics and educational experience (including academic performance and attendance) and their later-in-life outcomes, starting with time spent in the corrections system. If a pattern does emerge from the data, it may be possible for educators and policy-makers to put supports, resources and services in place to better help direct students/children to a healthier path in life, away from the criminal justice system.
The project team includes staff from the Ministry of Education and the Ministry of Public Safety and Solicitor General.
Project main contact: Brett Wilmer, Director, Education Economics Branch, Ministry of Education
Linked datasets:
Identification of students with special needs by schools and healthcare data
Status: Closed
The Ministry of Education and Child Care is undertaking an integrated data project to investigate the relationship between a school district's special needs diagnosis and students’ administrative health records. Insights from this study will benefit the public by informing whether predictive insight into the incidence of new students coming into the education system with special needs is available through using administrative data from the health system.
Project main contact: Brett Wilmer, Director, Education Economics Branch, Ministry of Education and Child Care
Linked datasets:
B.C. Kindergarten Index
Status: Closed
The Ministry of Education is undertaking a research project using administrative data to help in developing a census-based indicator of the current well-being and vulnerabilities of B.C.’s kindergarten student cohorts year by year. The ministry has been using data available through its Education Data Warehouse to build a baseline kindergarten index. Measures such as student demographic information, neighbourhood-level census data, as well as student EDI scores, Early Learning/Strong Start data, and student report card information have been integrated as predictors of various outcomes. Through the Data Innovation Program, external data sources will be linked to this data to see if the predictive accuracy of these indices can be improved upon.
Project main contact: Brett Wilmer, Director, Education Economics Branch, Ministry of Education and Child Care
Linked datasets:
Ministry of Health
Health trajectories
Status: Closed
The Ministry of Health is undertaking an integrated data project that examines the relationship between citizens’ characteristics at birth and educational attainment. The findings of this work will help inform decisions on health intervention policies to better support at-risk children and youth.
Project main contact: William Warburton, contractor, Ministry of Health
Linked datasets:
Ministry of Mental Health and Addictions
Investing in programs that expand youth mental health care and addictions services
Status: Closed
As part of the Ministry of Mental Health and Addictions’ “A Pathway to Hope,” project, we learn more about the need for mental health and addictions services across the province. The main focus will be looking at the impact that Foundry has on a community. Foundry provides young adults ages 12-to 24 with access to health and wellness resources, services and supports – online and through their integrated service centers. This project will help us learn more about how access to a Foundry centre can meet the needs of youth who use mental health care and social services. Analysis will be restricted to communities where Foundry services are available – Campbell River, North and West Vancouver, Kelowna, Prince George, Victoria, Penticton and Abbotsford. This work will help will guide the expansion of Foundry services across the province.
Project main contact: Dr. Ashley Pullman, Mitacs Science Policy Fellow, Ministry of Mental Health and Addictions
Linked datasets:
Ministry of Advanced Education and Skills Training
Vulnerable target populations under the Workforce Development Agreement Programs (WDA)
Status: Closed
The Ministry of Advanced Education, Skills and Training is developing a performance measurement and evaluation framework to create skills training programs that meet the needs British Columbians. This project will help create accessible, affordable and equitable education and skills training opportunities. Specifically, this project will help us learn how to improve education and training services for youth, including youth at risk and victims of target populations. This work will look at the factors that may play a part in how vulnerable youth experience the workforce such as level of education, health and wellness (including mental health), and their involvement with government-funded services and programs.
Project main contact: Tatiana Kim, Performance Evaluation Analyst, Workforce Innovation and Skills Training, Ministry of Advanced Education and Skills Training
Linked datasets:
Ministry of Social Development and Poverty Reduction
Basic Income Study
Status: Closed
The Ministry of Social Development and Poverty Reduction is undertaking an integrated data project to characterize the income, health and other outcomes for groups in or near poverty. The data will also be used to examine the effectiveness of previous policies in B.C. that share elements of a basic income.
Project main contact: Robert Bruce, Executive Director, Research Branch, Ministry of Social Development and Poverty Reduction
Linked datasets:
Recent publications:
Historical profile of government service utilization related to poverty and homelessness in Vancouver and the Downtown Eastside neighbourhood.
Status: Closed
Through this project, the Ministry of Social Development and Poverty Reduction will learn more about the homeless and low-income populations in Vancouver and the Downtown Eastside neighbourhood. Specifically, data will be collected to understand how the homeless and low-income populations use government services and how their service use has changed over time. This work will help the Province improve service delivery in the Downtown Eastside, guide effective social policy development, and promote evidence-based decision-making to reduce poverty and revitalize the Downtown Eastside. This project aligns with the numerous ministry priorities by addressing housing, mental health and addictions.
Project main contact: Dr. Craig Hutton, Data Science Fellow, Data Science and Analytics branch, Office of the Chief Information Officer.
Linked datasets:
Academic projects are sorted by academic institution.
University of British Columbia
Every maternal death counts: driving safety in pregnant and post-partum women
Status: In progress
Motor vehicle crashes are a common reason why Canadian women die in pregnancy or shortly after delivery. Yet, these deaths aren't counted in most efforts to track and prevent maternal deaths, because the conventional definition of "maternal death" excludes deaths due to accidents. There is growing recognition, however, that we should try to monitor and prevent all deaths to new mothers, not just those that fit into the conventional definition of a maternal death.
The first step towards preventing maternal deaths from motor vehicle crashes is to understand if, when, and which women are at increased risk of motor vehicle accidents in pregnancy or shortly after delivery. We will do this by linking British Columbia motor vehicle collision claims records with the province's population health databases, including the British Columbia Perinatal Data Registry, which will provide us with pregnancy-related information. We will compare a woman's risk of being in a motor vehicle crash during pregnancy compared with other women in the province who weren't pregnant, and to the same woman a year prior to her pregnancy to determine if women are more likely to have a motor vehicle accident when pregnant. We will examine if certain pregnancy-related conditions, such as twin pregnancies or anemia (both of which could make a woman more fatigued) increase the risk of a motor vehicle crash.
Project Main Contact: Dr. Jennifer Hutcheon, Canada Research Chair in Perinatal Population Health, Associate Professor, Obstetrics & Gynaecology
Linked Datasets:
Family and Intergenerational Impacts of Poverty and Income Assistance
Status: In progress
Preventing and mitigating the consequences of poverty is of central interest in policy-making focused on social supports, health, and education. Our research proposal comprises numerous questions related to poverty and policies that may alleviate it. In particular, many of our research questions focus on the role of Income Assistance (IA) in influencing adult and child well-being. IA is the main cash transfer program in BC, as well as being a portal through which other supports such as extended health benefits are accessed. The other set of questions relates to how educational attainment and health policies can prevent the next generation from entering poverty. Our goal is to provide concrete evidence on policy domains that may help policymakers in decision-making that could affect poverty for both the current and future generations.
Project Main Contact: David Green, University of British Columbia, Professor
Linked Datasets:
University of Calgary
ACCESS: Assessing the Continuum of Care and Eligibility for Services and Supports for Children with Neurodevelopmental Disabilities and their Families
Status: In progress
Persons with a neurodevelopmental disability (NDD) are a vulnerable population who experience more mental health problems and poorer health outcomes relative to those without disability. For the 1 in 11 youth in Canada with NDD, a multitude of services are provided (primarily by provincial governments) to address activity limitations, improve health outcomes and facilitate full participation in society. Unfortunately, many youth and families struggle to access needed services. The United Nations Convention on the Rights of Persons with Disabilities highlighted that realized access (actual use of services provided) is particularly low in Canada -- 20-30 percent utilization by those eligible. Project ACCESS: Assessing the Continuum of Care and Eligibility for Services and Supports for Children with Neurodevelopmental Disabilities and their Families aims to co-design policy recommendations to improve realized access to services for youth with NDD, by measuring realized access and describing experiences of youth and caregivers applying to services, across ministries and the life course. We have partnered with youth and family advisors to identify challenges to realized access to services. We aim to evaluate different cross-ministry priorities and mandates, inconsistent policies and a lack of data on service use provided across the continuum of care.
Project Main Contact: Jennifer Zwicker, PhD, MPP, Director, Health Policy, Assistant Professor, Faculty of Kinesiology, Canada Research Chair (II) Disability Policy for Children and Youth
Linked Datasets:
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