Analysis

Description: This paper investigates the effects of the COVID-19 pandemic on inbound visitors to Canada, and their tourism-related spending, covering the period from 2018 to 2023.

Description: This study examines the economic footprint created by the Canadian research and development pharmaceutical sector on the Canadian economy in 2021, including a focus on the contribution of Innovative Medicines Canada’s members. While the impact of the sector’s medical research is well known, less known are the economic impacts of the sector on the Canadian economy, such as the value generated, the jobs supported and the investments made.

Description: Release published in The Daily – Statistics Canada’s official release bulletin

Description: The papers published in the Analysis in Brief analytical series shed light on current economic issues. Aimed at a general audience, they cover a wide range of topics including National Accounts, business enterprises, trade, transportation, agriculture, the environment, manufacturing, science and technology, services, etc.

Description: This article takes a closer look into the largest contributors and detractors to growth in each province and territory in 2023. Using data from the May 1, 2024 provincial and territorial GDP by industry release as a starting point, a more comprehensive picture of each jurisdiction’s 2023 economic performance is presented by integrating other economic indicators such as population, prices and labour market measures, and by examining the context in which industries grew or contracted during the reference period.

Description: Release published in The Daily – Statistics Canada’s official release bulletin

Description: Release published in The Daily – Statistics Canada’s official release bulletin

Description: This fact sheet presents data on icebergs off the coast of Newfoundland and Labrador. The article covers reported iceberg data collected by the International Iceberg Patrol. It also covers how icebergs interact with ocean ecosystems, and the economic and cultural benefits that they provide in Newfoundland and Labrador.

Description: Release published in The Daily – Statistics Canada’s official release bulletin

Description: We can try our best, but its not always easy knowing what's best for the environment. The world is complicated, and it isn't as simple as reduce, reuse, recycle—though that's a great place to start! In the immortal words of Kermit the Frog, "It's not easy bein' green."

We have two stories exploring that theme. The first is one we made in-house asking just how green our digital world really is, and the second comes from the Simply Science podcast exploring the world of urban forests.

Description: Release published in The Daily – Statistics Canada’s official release bulletin

Description: From January 2nd to February 5th, 2024, Statistics Canada conducted the Canadian Survey on Business Conditions. The purpose of this survey is to collect information on businesses in Canada related to emerging issues. This iteration of the survey focuses on business expectations and business conditions in Canada. In addition, the questionnaire for the first quarter of 2024 includes a component specifically for non-profit organizations (NPOs). The intent of this set of questions is to address a present data gap and to provide a better understanding of the non-profit sector. This infographic presents key results from this.

Description: Release published in The Daily – Statistics Canada’s official release bulletin

Description: This infographic presents some highlights from the 2022 Canadian Income Survey data.

Description: Canada’s Poverty Reduction Strategy introduced the Official Poverty Line for Canada and a dashboard of 12 indicators to track progress on poverty reduction for Canadians and their households. This infographic presents trend information for Canada's official poverty rate and the associated 12 indicators.

Description: Release published in The Daily – Statistics Canada’s official release bulletin

Description: Release published in The Daily – Statistics Canada’s official release bulletin

Description: This infographic examines the early child care experiences of children with long-term conditions or disabilities using data from the 2023 Survey on Early Learning and Child Care arrangements – Children with Long-term Conditions and Disabilities (SELCCA – CLCD). It explores the types of extra support needed while in child care, the common difficulties they experienced as well as the impacts on the parent or guardian having difficulty finding a child care arrangement.

Description: Using data from the 2023 Survey on Early Learning and Child Care arrangements – Children with Long-term Conditions and Disabilities (SELCCA – CLCD), this American Sign Language video examines the early child care experiences of children with long-term conditions or disabilities.

Description: Release published in The Daily – Statistics Canada’s official release bulletin

Description: The publication of more disaggregated data can increase transparency and provide important information on underrepresented groups. Developing more readily available access options increases the amount of information available to and produced by researchers. Increasing the breadth and depth of the information released allows for a better representation of the Canadian population, but also puts a greater responsibility on Statistics Canada to do this in a way that preserves confidentiality, and thus it is helpful to develop tools which allow Statistics Canada to quantify the risk from the additional data granularity. In an effort to evaluate the risk of a database reconstruction attack on Statistics Canada’s published Census data, this investigation follows the strategy of the US Census Bureau, who outlined a method to use a Boolean satisfiability (SAT) solver to reconstruct individual attributes of residents of a hypothetical US Census block, based just on a table of summary statistics. The technique is expanded to attempt to reconstruct a small fraction of Statistics Canada’s Census microdata. This paper will discuss the findings of the investigation, the challenges involved in mounting a reconstruction attack, and the effect of an existing confidentiality measure in mitigating these attacks. Furthermore, the existing strategy is compared to other potential methods used to protect data – in particular, releasing tabular data perturbed by some random mechanism, such as those suggested by differential privacy.

Description: Education and training is acknowledged as fundamental for the development of a society. It is a complex multidimensional phenomenon, which determinants are ascribable to several interrelated familiar and socio-economic conditions. To respond to the demand of supporting statistical information for policymaking and its monitoring and evaluation process, the Italian National Statistical Institute (Istat) is renewing the education and training statistical production system, implementing a new thematic statistical register. It will be part of the Istat Integrated System of Registers, thus allowing relating the education and training phenomenon to other relevant phenomena, e.g. transition to work.

Description: Growing Up in Québec is a longitudinal population survey that began in the spring of 2021 at the Institut de la statistique du Québec. Among the children targeted by this longitudinal follow-up, some will experience developmental difficulties at some point in their lives. Those same children often have characteristics associated with higher sample attrition (low-income family, parents with a low level of education). This article describes the two main challenges we encountered when trying to ensure sufficient representativeness of these children, in both the overall results and the subpopulation analyses.

Description: In 2021, Statistics Canada initiated the Disaggregated Data Action Plan, a multi-year initiative to support more representative data collection methods, enhance statistics on diverse populations to allow for intersectional analyses, and support government and societal efforts to address known inequalities and bring considerations of fairness and inclusion into decision making. As part of this initiative, we are building the Survey Series on People and their Communities, a new probabilistic panel specifically designed to collect data that can be disaggregated according to racialized group. This new tool will allow us to address data gaps and emerging questions related to diversity. This paper will give an overview of the design of the Survey Series on People and their Communities.

Description: At Statistics Netherlands (SN) for some economic sectors two partly-independent intra-annual turnover index series are available: a monthly series based on survey data and a quarterly series based on value added tax data for the smaller units and re-used survey data for the other units. SN aims to benchmark the monthly turnover index series to the quarterly census data on a quarterly basis. This cannot currently be done because the tax data has a different quarterly pattern: the turnover is relatively large in the fourth quarter of the year and smaller in the first quarter. With the current study we aim to describe this deviating quarterly pattern at micro level. In the past we developed a mixture model using absolute turnover levels that could explain part of the quarterly patterns. Because the absolute turnover levels differ between the two series, in the current study we use a model based on relative quarterly turnover levels within a year.

Description: Respondents to typical household surveys tend to significantly underreport their potential use of food aid distributed by associations. This underreporting is most likely related to the social stigma felt by people experiencing great financial difficulty. As a result, survey estimates of the number of recipients of that aid are much lower than the direct counts from the associations. Those counts tend to overestimate due to double counting. Through its adapted protocol, the Enquête Aide alimentaire (EAA) collected in late 2021 in France at a sample of sites of food aid distribution associations, controls the biases that affect the other sources and determines to what extent this aid is used.

Description: Ethnic minorities are often underrepresented in survey research, due to the challenges many researchers face in including these populations. While some studies discuss several methods in comparison, few have directly compared these methods empirically, leaving researchers seeking to include ethnic minorities in their studies unsure of their best options. In this article, I briefly review the methodological and ethical reasons for increasing ethnic minority representation in social science research, as well as challenges of doing so. I then present findings from ten studies which empirically compare methods of sampling and/or recruiting ethnic minority individuals. Finally, I discuss some implications for future research.

Description: We present design-based Horvitz-Thompson and multiplicity estimators of the population size, as well as of the total and mean of a response variable associated with the elements of a hidden population to be used with the link-tracing sampling variant proposed by Félix-Medina and Thompson (2004). Since the computation of the estimators requires to know the inclusion probabilities of the sampled people, but they are unknown, we propose a Bayesian model which allows us to estimate them, and consequently to compute the estimators of the population parameters. The results of a small numeric study indicate that the performance of the proposed estimators is acceptable.

Description: To overcome the traditional drawbacks of chain sampling methods, the sampling method called “network sampling with memory” was developed. Its unique feature is to recreate, gradually in the field, a frame for the target population composed of individuals identified by respondents and to randomly draw future respondents from this frame, thereby minimizing selection bias. Tested for the first time in France between September 2020 and June 2021, for a survey among Chinese immigrants in Île-de-France (ChIPRe), this presentation describes the difficulties encountered during collection—sometimes contextual, due to the pandemic, but mostly inherent to the method.

Description: The Longitudinal Social Data Development Program (LSDDP) is a social data integration approach aimed at providing longitudinal analytical opportunities without imposing additional burden on respondents. The LSDDP uses a multitude of signals from different data sources for the same individual, which helps to better understand their interactions and track changes over time. This article looks at how the ethnicity status of people in Canada can be estimated at the most detailed disaggregated level possible using the results from a variety of business rules applied to linked data and to the LSDDP denominator. It will then show how improvements were obtained using machine learning methods, such as decision trees and random forest techniques.

Description:

This report studies the feasibility of collecting quantitative information on organized criminal activity in Canada, including size and composition of organized crime groups, links between various criminal organizations, and types of illegal activities.

Description:

The manufacturing sector plays a major role in the Canadian economy and the destinations of shipments thus directly affects the economies of Canada and the provinces. The Destination of shipments research paper series is based on data from various years of the Annual Survey of Manufactures (ASM). The papers in this series evaluate the changes in the destinations of shipments by province and by major manufacturing group. Several key areas are covered such as: exports, interprovincial trade and relative trade balance.

Description:

The report, which represents the first phase of a special study commissioned by the National Justice Statistics Initiative, is intended as a reference document on administrative and operational policies with respect to alternative measures for both youth and adults in Canada. The study focussed on the collection of national descriptive information on the organization and delivery of youth and adult alternative measures established pursuant to the Young Offenders Act (Canada) (1984) and the Sentencing Reform Act (1996).

Topics covered include the philosophy of the alternative measures, responsibility for program delivery, referral agent, the role of the police, the Crown, and the victim, the right to legal counsel. Eligibility criteria, a flowchart outlining the alternative measures process, a description of the alternative measures agreement, the range of alternative measures, the supervision of and completion of the agreement, and information regarding record keeping requirements. Where available, appendices have been attached that provide samples of forms currently in use in the jurisdiction as well as any currently available alternative measures data. It is important to note that data contained in the jurisdictional appendices are provided as a sample only. No analysis has been performed on the data nor have any inter-jurisdictional comparisons been made as there has been no attempt to ensure standard definition or time frames for the data.

Description:

This publication outlines a five-year strategic plan for the development of an information system for science and technology.

Description:

New firms are seen to play a key role in the innovation process, especially in certain key sectors of the economy. This study therefore examines the differences in the profiles of successful new firms in science-based industries and other industries. The firms that are examined are entrants who survey into their early teen years. The study examines numerous factors that are seen to influence the success of new businesses. These include the competitive environment, business strategies and the financial structure of the businesses.

Successful new firms in science-based industries are found to differ in a number of dimensions from new firms in other industries. They are more likely to be exporters. They face greater technological change and intense competition with regards to the rate at which new products are being introduced. They tend to put more emphasis on quality, the frequent introduction of new products and the customization of products. They make greater use of information technology. They place more stress on new technology development, research and development facilities and the use of intellectual property. They are much more likely to innovate and they place more importance on recruiting skilled labour and on training. Finally, they are more likely to use non-traditional financial measures to evaluate performance and they are less likely to rely on secured credit for financing both their research and development activity and their machinery and equipment that are firms in other sectors.

Description:

This study describes people who were incarcerated in federal and provincial/territorial adult facilities at midnight on October 5, 1996. A census was used to gather data on facilities, inmates and security issues.

Description:

The framework described here is intended as a basic operational instrument for systematic development of statistical information respecting the evolution of science and technology and its interactions with the society, the economy and the political system of which it is a part.

Description:

This report has two components. The first is an analytical component which examines trends in police personnel and expenditures at the national, provincial and census metropolitan area (CMA) levels, including data by rank and gender. Appropriate context is also included in terms of recent developments in the police community such as community policing and private security.

The second component is a tabular component which summarizes crime, personnel and expenditure statistics for all municipal police departments in Canada. Key ratios such as per officer strengths, per capita costs, clearance rates, and violent and property crime rates are included for each force.

Justice issues addressed: Policing accounts for approximately 60% of all justice expenditures. While crime remains high on the list of public concerns, governments have been forced to make cuts to most public sector areas, including policing. The analysis of trends in key ratios such as per capita costs, population per officer, police to civilian ratios, and the number of offences per officer can help shed some light on how the police community has responded to this changing environment.

Description:

Innovation is at the heart of economic growth and development. It is through innovation that new products are brought to market, new production processes developed and organizational change realized. Given existing cross-industry variations in structure, competitiveness and maturity, it is reasonable to expect that firms in different industries will innovate for different reasons, in different ways and with different results. This report focuses on how the innovation activities of firms in three dynamic service industries are conditioned by their different environments.

Through an understanding of what competitive pressures come into play and how these pressures affect the type of innovation that is performed, Innovation in dynamic service industries goes some way in illustrating how innovation regimes differ substantially, and quite logically, from one industry to another.

This is the fifth in the series of publications on innovation and technological change in Canada. One of the earlier studies investigated the type of innovation taking place in the manufacturing sector (Baldwin and Da Pont, Innovation in Canadian manufacturing enterprises, Catalogue No. 88-513-XPB). Two others focused on advanced manufacturing technologies. The first (Baldwin and Sabourin, Technology adoption in Canadian manufacturing, Catalogue No. 88-512-XPB) outlined the intensity of use of these technologies. The second (Baldwin, Sabourin, and Rafiquzzaman, Benefits and problems associated with technology adoption, Catalogue No. 88-514-XPE) investigated the determinants of adoption. Another study (Baldwin, Innovation and intellectual property, Catalogue No. 88-515-XPE) examined how innovative firms protect their intellectual property after they have innovated.

Description:

This publication presents information on youth crime and young offenders, including rates of crime, characteristics of young offenders and their victims, youth court cases, youth corrections, and repeat offenders.