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- Surveys and statistical programs – Documentation: 68-515-XDescription:
This overview document describes the conceptual underpinnings of the Integrated Business Statistics Program and explains how program components facilitate a more integrated approach to economic surveying at Statistics Canada.
Release date: 2015-06-17 - Articles and reports: 11F0027M2014092Geography: Province or territoryDescription:
Using data from the Provincial KLEMS database, this paper asks whether provincial economies have undergone structural change in their business sectors since 2000. It does so by applying a measure of industrial change (the dissimilarity index) using measures of output (real GDP) and hours worked. The paper also develops a statistical methodology to test whether the shifts in the industrial composition of output and hours worked over the period are due to random year-over-year changes in industrial structure or long-term systematic change in the structure of provincial economies. The paper is designed to inform discussion and analysis of recent changes in industrial composition at the national level, notably, the decline in manufacturing output and the concomitant rise of resource industries, and the implications of this change for provincial economies.
Release date: 2014-05-07 - 3. International surveys: Motives and methodologies ArchivedArticles and reports: 11-522-X200800010937Description:
The context of the discussion is the increasing incidence of international surveys, of which one is the International Tobacco Control (ITC) Policy Evaluation Project, which began in 2002. The ITC country surveys are longitudinal, and their aim is to evaluate the effects of policy measures being introduced in various countries under the WHO Framework Convention on Tobacco Control. The challenges of organization, data collection and analysis in international surveys are reviewed and illustrated. Analysis is an increasingly important part of the motivation for large scale cross-cultural surveys. The fundamental challenge for analysis is to discern the real response (or lack of response) to policy change, separating it from the effects of data collection mode, differential non-response, external events, time-in-sample, culture, and language. Two problems relevant to statistical analysis are discussed. The first problem is the question of when and how to analyze pooled data from several countries, in order to strengthen conclusions which might be generally valid. While in some cases this seems to be straightforward, there are differing opinions on the extent to which pooling is possible and reasonable. It is suggested that for formal comparisons, random effects models are of conceptual use. The second problem is to find models of measurement across cultures and data collection modes which will enable calibration of continuous, binary and ordinal responses, and produce comparisons from which extraneous effects have been removed. It is noted that hierarchical models provide a natural way of relaxing requirements of model invariance across groups.
Release date: 2009-12-03 - Articles and reports: 88F0006X2009004Description:
This paper provides an analysis of technological change within the Canadian economy based on data from the 2006 Survey of Electronic Commerce and Technology where firms indicated how they introduced significantly improved technologies. The paper explores differences in the use of methods of introduction of significantly improved technologies by firm/organization size and by industry in both the private and public sectors.
The paper begins with a brief presentation of previous work carried out on technology introduction. The methodology is described. A description of concepts used in the analysis will follow. Analytic results examining technological change in the private sector overall, by industry and by size, and the public sector overall, by industry and by size are presented. A comparison of technological change in the private and public sectors follows. The paper concludes with a discussion of analytic results and further analytic work that could be undertaken.
Release date: 2009-11-19 - Articles and reports: 11F0019M2003193Geography: CanadaDescription:
This paper outlines the size of the turnover in plants that have entered and exited the Canadian manufacturing sector during the three periods: 1973-1979, 1979-1988 and 1988-1997. It also examines the contribution of plant turnover to labour productivity growth in the manufacturing sector over the three periods. Plant turnover makes a significant contribution to productivity growth as more productive entrants replace exiting plants that are less productive. A disproportionately large fraction of the contribution of plant turnover to productivity growth is due to multi-plant or foreign-controlled firms closing down and opening up new plants. The plants opened up by multi-plant or foreign-controlled firms are typically much more productive than those opened by single-plant or domestic-controlled.
Release date: 2003-04-02 - Articles and reports: 21-601-M2002057Description:
This study provides a financial profile of Canadian food industry corporations that were acquired during the period 1996 to 1998.
Release date: 2002-10-16 - 7. The Importance of Entry to Canadian Manufacturing with an Appendix on Measurement Issues ArchivedArticles and reports: 11F0019M2002189Geography: CanadaDescription:
Understanding the importance of the dynamic entry process in the Canadian economy involves measuring size of entry. The main purpose of this paper is to summarize the information we have on the amount of entry in Canada.
The paper also fulfils another purpose. Some studies have focused on cross-country comparisons (Geroski and Schwalbach 1991; OECD 2001). Interpretation of the results of these studies is difficult unless methodological issues regarding how entry is measured are addressed. Without an understanding of the extent to which different databases produce different results, international comparisons are difficult to evaluate. Cross-country comparisons that are derived from extremely different data sources may be misleading because of the lack of comparability.
Since there is more than one reliable database that can be used to estimate entry in Canada, this paper asks how measured entry rates vary across different Canadian databases. By examining the difference in entry rates produced by these databases, we provide an estimate of the range or confidence interval that should be used in evaluating whether there are real differences in measured entry rates across countries. We also offer guidance as to the questions that should be asked about the databases used by researchers who conduct international studies. Finally, we make suggestions as to areas of comparison on which international studies should focus.
Release date: 2002-05-29 - 8. Enhancing Food Safety and Productivity: Technology Use in the Canadian Food Processing Industry ArchivedArticles and reports: 11F0019M2002168Geography: CanadaDescription:
This paper examines the factors contributing to the adoption of advanced technologies in the Canadian food-processing sector. The numbers of technologies used by a plant is found to be highly correlated with expected gains in firm performance. The benefits of enhanced food safety and quality, as well as productivity improvements, are closely associated with technology use. Impediments that negatively affect technology use include software costs, problems with external financing, lack of cash flow for financing, and internal management problems. Even after accounting for the different benefits and costs associated with technology adoption, the numbers of advanced technologies that are adopted are found to be greater in larger plants, in foreign-controlled plants, in plants that engage in both primary and secondary processing, and in the dairy, fruit and vegetable and "other" food product industries.
Release date: 2002-05-28 - Articles and reports: 31F0027M1996003Geography: CanadaDescription:
This paper examines the Canadian manufacturing sector in terms of the degree of processing of its outputs. It then examines the patterns in manufacturing output by stage of processing over the period 1988 to 1996.
Release date: 1999-05-11 - 10. Are There High-tech Industries or Only High-tech Firms? Evidence from New Technology-based Firms ArchivedArticles and reports: 11F0019M1998120Geography: CanadaDescription:
Considerable attention has been directed at understanding the structural changes that are generating an increased need for skilled workers. These changes are perceived to be the result of developments associated with the emergence of the new knowledge economy, whose potential is often linked to the growth of new technology-based firms (NTBFs). Where are these firms to be found? Related work on changes in technology and innovativeness has been accompanied by the creation of taxonomies that classify industries as high-tech or high-knowledge, based primarily on the characteristics of large firms. There is a temptation to use these taxonomies to identify new technology-based firms only within certain sectors. This paper uses a special survey that collected data on new firms to argue that this would be unwise.
The paper investigates the limitations of existing classification schemes that might be used to classify industries as high- or low-tech, as advanced or otherwise. Characteristically unidimensional in scope, many of these taxonomies employ conceptual and operational measures that are narrow and incomplete. Consequently, previous rankings that identify sectors as high- or low-tech using these measures obscure the degree of innovativeness and human capital formation exhibited by certain industries. In a policy environment wherein emotive 'scoreboard' classifications have direct effects on resource allocation, the social costs of misclassification are potentially significant.
Using a comparative methodology, this study investigates the role that conceptualization plays in devising taxonomies of high- and low-tech industries. Far from producing definitive classifications, existing measures of technological advancement are found to be wanting when their underpinnings are examined closely. Our objective in the current analysis is to examine the limitations of standard classification schemes, particularly when applied to new small firms, and to suggest an alternative framework based on a competency-model of the firm.
Release date: 1998-12-08
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- Articles and reports: 11F0027M2014092Geography: Province or territoryDescription:
Using data from the Provincial KLEMS database, this paper asks whether provincial economies have undergone structural change in their business sectors since 2000. It does so by applying a measure of industrial change (the dissimilarity index) using measures of output (real GDP) and hours worked. The paper also develops a statistical methodology to test whether the shifts in the industrial composition of output and hours worked over the period are due to random year-over-year changes in industrial structure or long-term systematic change in the structure of provincial economies. The paper is designed to inform discussion and analysis of recent changes in industrial composition at the national level, notably, the decline in manufacturing output and the concomitant rise of resource industries, and the implications of this change for provincial economies.
Release date: 2014-05-07 - 2. International surveys: Motives and methodologies ArchivedArticles and reports: 11-522-X200800010937Description:
The context of the discussion is the increasing incidence of international surveys, of which one is the International Tobacco Control (ITC) Policy Evaluation Project, which began in 2002. The ITC country surveys are longitudinal, and their aim is to evaluate the effects of policy measures being introduced in various countries under the WHO Framework Convention on Tobacco Control. The challenges of organization, data collection and analysis in international surveys are reviewed and illustrated. Analysis is an increasingly important part of the motivation for large scale cross-cultural surveys. The fundamental challenge for analysis is to discern the real response (or lack of response) to policy change, separating it from the effects of data collection mode, differential non-response, external events, time-in-sample, culture, and language. Two problems relevant to statistical analysis are discussed. The first problem is the question of when and how to analyze pooled data from several countries, in order to strengthen conclusions which might be generally valid. While in some cases this seems to be straightforward, there are differing opinions on the extent to which pooling is possible and reasonable. It is suggested that for formal comparisons, random effects models are of conceptual use. The second problem is to find models of measurement across cultures and data collection modes which will enable calibration of continuous, binary and ordinal responses, and produce comparisons from which extraneous effects have been removed. It is noted that hierarchical models provide a natural way of relaxing requirements of model invariance across groups.
Release date: 2009-12-03 - Articles and reports: 88F0006X2009004Description:
This paper provides an analysis of technological change within the Canadian economy based on data from the 2006 Survey of Electronic Commerce and Technology where firms indicated how they introduced significantly improved technologies. The paper explores differences in the use of methods of introduction of significantly improved technologies by firm/organization size and by industry in both the private and public sectors.
The paper begins with a brief presentation of previous work carried out on technology introduction. The methodology is described. A description of concepts used in the analysis will follow. Analytic results examining technological change in the private sector overall, by industry and by size, and the public sector overall, by industry and by size are presented. A comparison of technological change in the private and public sectors follows. The paper concludes with a discussion of analytic results and further analytic work that could be undertaken.
Release date: 2009-11-19 - Articles and reports: 11F0019M2003193Geography: CanadaDescription:
This paper outlines the size of the turnover in plants that have entered and exited the Canadian manufacturing sector during the three periods: 1973-1979, 1979-1988 and 1988-1997. It also examines the contribution of plant turnover to labour productivity growth in the manufacturing sector over the three periods. Plant turnover makes a significant contribution to productivity growth as more productive entrants replace exiting plants that are less productive. A disproportionately large fraction of the contribution of plant turnover to productivity growth is due to multi-plant or foreign-controlled firms closing down and opening up new plants. The plants opened up by multi-plant or foreign-controlled firms are typically much more productive than those opened by single-plant or domestic-controlled.
Release date: 2003-04-02 - Articles and reports: 21-601-M2002057Description:
This study provides a financial profile of Canadian food industry corporations that were acquired during the period 1996 to 1998.
Release date: 2002-10-16 - 6. The Importance of Entry to Canadian Manufacturing with an Appendix on Measurement Issues ArchivedArticles and reports: 11F0019M2002189Geography: CanadaDescription:
Understanding the importance of the dynamic entry process in the Canadian economy involves measuring size of entry. The main purpose of this paper is to summarize the information we have on the amount of entry in Canada.
The paper also fulfils another purpose. Some studies have focused on cross-country comparisons (Geroski and Schwalbach 1991; OECD 2001). Interpretation of the results of these studies is difficult unless methodological issues regarding how entry is measured are addressed. Without an understanding of the extent to which different databases produce different results, international comparisons are difficult to evaluate. Cross-country comparisons that are derived from extremely different data sources may be misleading because of the lack of comparability.
Since there is more than one reliable database that can be used to estimate entry in Canada, this paper asks how measured entry rates vary across different Canadian databases. By examining the difference in entry rates produced by these databases, we provide an estimate of the range or confidence interval that should be used in evaluating whether there are real differences in measured entry rates across countries. We also offer guidance as to the questions that should be asked about the databases used by researchers who conduct international studies. Finally, we make suggestions as to areas of comparison on which international studies should focus.
Release date: 2002-05-29 - 7. Enhancing Food Safety and Productivity: Technology Use in the Canadian Food Processing Industry ArchivedArticles and reports: 11F0019M2002168Geography: CanadaDescription:
This paper examines the factors contributing to the adoption of advanced technologies in the Canadian food-processing sector. The numbers of technologies used by a plant is found to be highly correlated with expected gains in firm performance. The benefits of enhanced food safety and quality, as well as productivity improvements, are closely associated with technology use. Impediments that negatively affect technology use include software costs, problems with external financing, lack of cash flow for financing, and internal management problems. Even after accounting for the different benefits and costs associated with technology adoption, the numbers of advanced technologies that are adopted are found to be greater in larger plants, in foreign-controlled plants, in plants that engage in both primary and secondary processing, and in the dairy, fruit and vegetable and "other" food product industries.
Release date: 2002-05-28 - Articles and reports: 31F0027M1996003Geography: CanadaDescription:
This paper examines the Canadian manufacturing sector in terms of the degree of processing of its outputs. It then examines the patterns in manufacturing output by stage of processing over the period 1988 to 1996.
Release date: 1999-05-11 - 9. Are There High-tech Industries or Only High-tech Firms? Evidence from New Technology-based Firms ArchivedArticles and reports: 11F0019M1998120Geography: CanadaDescription:
Considerable attention has been directed at understanding the structural changes that are generating an increased need for skilled workers. These changes are perceived to be the result of developments associated with the emergence of the new knowledge economy, whose potential is often linked to the growth of new technology-based firms (NTBFs). Where are these firms to be found? Related work on changes in technology and innovativeness has been accompanied by the creation of taxonomies that classify industries as high-tech or high-knowledge, based primarily on the characteristics of large firms. There is a temptation to use these taxonomies to identify new technology-based firms only within certain sectors. This paper uses a special survey that collected data on new firms to argue that this would be unwise.
The paper investigates the limitations of existing classification schemes that might be used to classify industries as high- or low-tech, as advanced or otherwise. Characteristically unidimensional in scope, many of these taxonomies employ conceptual and operational measures that are narrow and incomplete. Consequently, previous rankings that identify sectors as high- or low-tech using these measures obscure the degree of innovativeness and human capital formation exhibited by certain industries. In a policy environment wherein emotive 'scoreboard' classifications have direct effects on resource allocation, the social costs of misclassification are potentially significant.
Using a comparative methodology, this study investigates the role that conceptualization plays in devising taxonomies of high- and low-tech industries. Far from producing definitive classifications, existing measures of technological advancement are found to be wanting when their underpinnings are examined closely. Our objective in the current analysis is to examine the limitations of standard classification schemes, particularly when applied to new small firms, and to suggest an alternative framework based on a competency-model of the firm.
Release date: 1998-12-08 - Articles and reports: 11F0019M1996092Geography: CanadaDescription:
This study is one of a series that examines how technology adoption affects the skills of workers. Previous papers in the series have approached this issue in differentways with data from a variety of sources. Using data on the strategies and activities of small and medium-sized firms in both manufacturing and services industries,Baldwin and Johnson (1995), Baldwin, Johnson and Pedersen (1996) examine the connection between the different strategies that are pursued by growing firms.Firms that stress technological competencies are found to also place a greater emphasis on skill enhancement and training activities. Using survey data on the type oftechnology used in manufacturing plants and plant managers' perceptions of the skill requirements and training costs associated with the adoption of newtechnologies, Baldwin, Gray and Johnson (1995) find that technology use leads to greater skill requirements, more training, and higher training costs.This paper uses survey data on the incidence of advanced technology adoption and matched panel data on plant characteristics such as wages, capital intensity, andsize to examine the connection between technology use and the wage rates received by workers. Since higher wages are associated with higher skill levels,establishing a connection between technology use and wages reinforces the earlier findings.
Release date: 1996-01-09
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- Surveys and statistical programs – Documentation: 68-515-XDescription:
This overview document describes the conceptual underpinnings of the Integrated Business Statistics Program and explains how program components facilitate a more integrated approach to economic surveying at Statistics Canada.
Release date: 2015-06-17
- Date modified: