General Information & Client Service
  • Americas: +1.212.553.1653
  • Asia: +852.3551.3077
  • China: +86.10.6319.6580
  • EMEA: +44.20.7772.5454
  • Japan: +81.3.5408.4100
Media Relations
  • New York: +1.212.553.0376
  • London: +44.20.7772.5456
  • Hong Kong: +852.3758.1350
  • Tokyo: +813.5408.4110
  • Sydney: +61.2.9270.8141
  • Mexico City: +001.888.779.5833
  • Buenos Aires: +0800.666.3506
  • São Paulo: +0800.891.2518
September 14, 2017

IMF published a research paper on the potential, challenges, and implications of big data for macroeconomic and financial statistics. It addresses the wide range of stakeholders of “official” data and statistics and covers interested users and producers.

The paper highlights that big data opportunities for countries will be asymmetric and will depend on the country’s characteristics and the availability of the systems and networks generating big data. Data quality concerns, difficulties with access, and new required skills and technologies are the main challenges of big data. While big data mainly measure insights, correlations, trends, and sentiments, detailed country-by-country time series in accordance with the internationally agreed standards remain crucial for measuring and monitoring countries’ economic performance and policies over time. Going forward, international statistical cooperation is key to overcoming big data challenges and to building lasting partnerships among national and international statistical agencies, users, and data owners. The implications include the need for interested parties to build the required skills and technologies in their organizations.

 

Opportunities, challenges, and potential implications of big data are particularly high for national statistical agencies. Given that big data is not static but dynamic, the systems and networks generating big data continue to evolve, and with them the possibilities, challenges, and limitations of big data for statistics. Consequently, the overall assessment made in this paper will need to be revisited as the worlds of big data and official statistics evolve.

 

Related Link: Discussion Note (PDF)

Keywords: International, Banking, Securities, Insurance, Big Data, Statistics, International Standards, International Cooperation, IMF

Related Insights
News

EBA Single Rulebook Q&A: Third Update for February 2019

EBA published answers to two questions under the Single Rulebook question and answer (Q&A) updates for this week.

February 15, 2019 WebPage Regulatory News
News

FSB Report Examines Financial Stability Implications of Fintech

FSB published a report that assesses fintech-related market developments and their potential implications for financial stability.

February 14, 2019 WebPage Regulatory News
News

US Agencies Amend Regulatory Capital Rule to Allow Phase-In for CECL

US Agencies (FDIC, FED, and OCC) adopted the final rule to address changes to credit loss accounting under the U.S. generally accepted accounting principles; this includes banking organizations’ implementation of the current expected credit losses (CECL) methodology.

February 14, 2019 WebPage Regulatory News
News

FED Issues Correction in Historical Dataset in its 2019 Stress Tests

FED identified an error in the historical dataset used in its 2019 stress tests and issued a correction.

February 13, 2019 WebPage Regulatory News
News

OCC Consults on Company-Run Stress Test Requirements for Banks

OCC proposed amendments to its company-run stress testing requirements for national banks and Federal savings associations, consistent with section 401 of the Economic Growth, Regulatory Relief, and Consumer Protection (EGRRCP) Act.

February 12, 2019 WebPage Regulatory News
News

CFTC Extends Comment Periods for Trade Execution Requirement Proposals

CFTC announced that it is extending comment period for the proposed amendments related to the regulations on swap execution facilities (SEF) and trade execution requirement.

February 12, 2019 WebPage Regulatory News
News

BCBS Updates Instructions for Basel III Monitoring Exercise

BCBS updated instructions for Basel III monitoring for the collection of December 2018 data from the participating banks.

February 12, 2019 WebPage Regulatory News
News

OCC Proposes to Renew Information Collection Under Stress Test Rule

OCC is proposing to renew its information collection titled “Annual Stress Test Rule” (OMB Control No: 1557-0311). Comments must be received on or before March 13, 2019.

February 11, 2019 WebPage Regulatory News
News

OSFI Consults on NSFR Disclosure Requirements for D-SIBs

OSFI proposed the draft guideline on the net stable funding ratio (NSFR) disclosure requirements for domestic systemically important banks (D-SIBs).

February 11, 2019 WebPage Regulatory News
News

EC Amends Its Regulation to Clarify Impairment Requirements for IFRS 9

EC published the EU Regulation 2019/237 that amends Regulation (EC) No 1126/2008 adopting certain international accounting standards, in accordance with Regulation (EC) No 1606/2002 regarding International Accounting Standard (IAS) 28 on Investments in Associates and Joint Ventures.

February 11, 2019 WebPage Regulatory News
RESULTS 1 - 10 OF 2601