C83 - Survey Methods; Sampling Methods

• Correcting Selection Bias in a Non-Probability Two-Phase Payment Survey

  Staff Working Paper 2025-17 Heng Chen, John Tsang

  We develop statistical inferences for a non-probability two-phase survey sample when relevant auxiliary information is available from a probability survey sample. The proposed method is assessed by simulation studies and used to analyze a non-probability two phase payment survey.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Econometric and statistical methods JEL Code(s): C, C8, C83

• Low Response Rate from Merchants? Sample and Ask Consumers! An Application of Indirect Sampling Under a Consumer-Merchant Bipartite Network

  Technical Report No. 126 Heng Chen, Joy Wu

  Under the consumer-merchant bipartite network, we apply the indirect sampling approach to estimate merchant payment acceptance through a consumer payment diary.

  Content Type(s): Staff research, Technical reports Research Topic(s): Bank notes, Econometric and statistical methods JEL Code(s): C, C8, C80, C83, E, E5

• Survey of Indigenous Firms: A Snapshot of Wages, Prices and Financing in the Indigenous Business Sector in Canada

  Staff Discussion Paper 2024-4 Calista Cheung, James Fudurich, Janki Shah, Farrukh Suvankulov

  What sources of financing do Indigenous-owned businesses in Canada use, and what are their expectations about prices, wages and inflation? We find Indigenous-owned firms are significantly less reliant on financial institutions as sources of financing compared with non-Indigenous firms. We also find Indigenous-owned firms have higher inflation expectations and weaker wage-growth expectations.

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Firm dynamics JEL Code(s): C, C8, C83, D, D0, G, G3, G38, J, J1, J15

• Why Consumers Disagree About Future Inflation

  Staff Discussion Paper 2023-11 Naveen Rai, Patrick Sabourin

  Since 2022, consumer inflation expectations have shifted, with a significant increase in those expecting high inflation in the coming year and a surge in those expecting deflation further in the future. Using data from the Canadian Survey of Consumer Expectations, this paper seeks to assess the factors that influence people to expect high inflation, moderate inflation or deflation.

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Inflation and prices JEL Code(s): C, C8, C83, D, D8, D84, E, E3, E31

• What People Believe About Monetary Finance and What We Can(’t) Do About It: Evidence from a Large-Scale, Multi-Country Survey Experiment

  Staff Working Paper 2023-36 Cars Hommes, Julien Pinter, Isabelle Salle

  We conduct a large-scale survey to shed light on what people believe about public finance. An experiment demonstrates that central bank communication can persistently shift views on monetary financing. It further suggests that views on monetary financing impact support for fiscal discipline.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Fiscal policy, Monetary policy JEL Code(s): C, C8, C83, E, E5, E58, E6, E60, E62, E7, E70, G, G5, G53, H, H3, H31

• Introducing the Bank of Canada’s Market Participants Survey

  Staff Analytical Note 2023-1 Annick Demers, Tamara Gomes, Stephane Gignac

  The Market Participants Survey (MPS) gathers financial market participants’ expectations for key macroeconomic and financial variables and for monetary policy. This staff analytical note describes the MPS’s objectives and main features, its process and design, and how Bank of Canada staff use the results.

  Content Type(s): Staff research, Staff analytical notes Research Topic(s): Financial markets, Monetary policy and uncertainty, Recent economic and financial developments JEL Code(s): C, C8, C83, E, E4, E44, E5, E52, E58, G, G1, G12, G14

• How Do People View Price and Wage Inflation?

  Staff Working Paper 2022-34 Monica Jain, Olena Kostyshyna, Xu Zhang

  This paper examines household-level data from the Canadian Survey of Consumer Expectations (CSCE) to understand households’ expectations about price and wage inflation, how those expectations link to views about labour market conditions and the subsequent impact on households’ outlook for real spending growth.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Monetary policy communications JEL Code(s): C, C8, C83, D, D8, D84, E, E2, E21, E24, E3, E31

• The Business Leaders’ Pulse—An Online Business Survey

  Staff Discussion Paper 2022-14 Tony Chernis, Chris D'Souza, Kevin MacLean, Tasha Reader, Joshua Slive, Farrukh Suvankulov

  This paper introduces the Business Leaders’ Pulse, a new online survey conducted each month. It is designed to provide timely and flexible input into the Bank of Canada’s monetary policy decision making by asking firms about their sales and employment growth expectations, the risks to their business outlook, and topical questions that address specific information needs of the Bank.

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Monetary policy and uncertainty, Recent economic and financial developments JEL Code(s): C, C8, C83, D, D2, D22, E, E3, E32

• Assessing Climate-Related Financial Risk: Guide to Implementation of Methods

  Technical Report No. 120 Hossein Hosseini Jebeli, Craig Johnston, Craig Logan, Miguel Molico, Xiangjin Shen, Marie-Christine Tremblay

  A pilot project on climate transition scenarios by the Bank of Canada and the Office of the Superintendent of Financial Institutions assessed climate-related credit and market risks. This report describes the project’s methodologies and provides guidance on implementing them.

  Content Type(s): Staff research, Technical reports Research Topic(s): Climate change, Credit and credit aggregates, Econometric and statistical methods, Financial stability JEL Code(s): C, C5, C53, C8, C83, G, G1, G3, G32

• Small and smaller: How the economic outlook of small firms relates to size

  Staff Analytical Note 2021-14 Chris D'Souza, James Fudurich, Farrukh Suvankulov

  Firms with fewer than 100 workers employ about 65 percent of the total labour force in Canada. An online survey experiment was conducted with firms of this size in Canada in 2018–19. We compare the responses of small and micro firms to explore how their characteristics and economic outlooks relate to their size.

  Content Type(s): Staff research, Staff analytical notes Research Topic(s): Business fluctuations and cycles, Firm dynamics JEL Code(s): C, C8, C83, D, D2, D22, E, E3, E32