{"id":258806,"date":"2024-09-07T02:46:10","date_gmt":"2024-09-07T02:46:10","guid":{"rendered":"https:\/\/michigandigitalnews.com\/index.php\/2024\/09\/07\/the-ito-mccauley-database-on-individual-central-bank-reserve-holdings\/"},"modified":"2025-06-25T17:11:29","modified_gmt":"2025-06-25T17:11:29","slug":"the-ito-mccauley-database-on-individual-central-bank-reserve-holdings","status":"publish","type":"post","link":"https:\/\/michigandigitalnews.com\/index.php\/2024\/09\/07\/the-ito-mccauley-database-on-individual-central-bank-reserve-holdings\/","title":{"rendered":"The Ito-McCauley Database on Individual Central Bank Reserve Holdings"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div>\n<p><a href=\"http:\/\/web.pdx.edu\/~ito\/\">Hiro Ito<\/a>\u00a0and\u00a0<a href=\"https:\/\/www.bu.edu\/gdp\/profile\/robert-mccauley\/\">Robert McCauley<\/a> have compiled a <strong><a href=\"https:\/\/web.pdx.edu\/~ito\/IM_dataset.htm\">dataset<\/a><\/strong>(first discussed in this <strong><a href=\"https:\/\/www.bis.org\/publ\/work828.htm\">2019 <\/a><\/strong><a href=\"https:\/\/www.bis.org\/publ\/work828.htm\">working paper<\/a>)<strong>\u00a0<\/strong>of the currency composition of international reserves over the 1999-2021 period. This dataset was used in <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0261560619305832?casa_token=ZQeV-JqIV18AAAAA:jyPq8FifzFbCQfqNPZMK_CCtcRa_cTNLBXog8hAdC660S4XItJ9vgQvPu7zOPxXKTP4HFbkqwQ\">Ito and McCauley (2020)<\/a>, <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0261560621002084?casa_token=xCw5jShuY5sAAAAA:JHEs1abjab7C4t6z5_vasPc9EafB-BRSSWUp7TMcLLF_9_QJnR7chFnSy-W0nUl7yMaVr-UFcg\">Chinn, Ito and McCauley (2022)<\/a>, and <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0261560624001104?casa_token=hFOCL0vh3soAAAAA:nflQuWUJGx4YSBiVQXYeQWmElulQWDzvJC4bd_fBq7CMHOugQ7sJwDu8dPfUtdgl5u6g5ze2pQ\">Chinn, Ito and Frankel (2024)<\/a>.<\/p>\n<p>The IMF\u2019s\u00a0<strong><a href=\"https:\/\/data.imf.org\/?sk=E6A5F467-C14B-4AA8-9F6D-5A09EC4E62A4\">COFER<\/a><\/strong>\u00a0only presents aggregate currency shares. Other datasets of individual central bank reserves are less comprehensive, and\/or report gross rather than net values (<a href=\"https:\/\/www.imf.org\/en\/Publications\/Departmental-Papers-Policy-Papers\/Issues\/2020\/11\/17\/Reserve-Currencies-in-an-Evolving-International-Monetary-System-49864\">Iancu, et al. 2020<\/a>).<\/p>\n<p>For an individual central bank, the differences can be striking. Figure 13 for Sweden\u2019s Riksbank is based on Iancu et al. (2020) data, Figure 14 is based on Ito and McCauley (2022) data.<\/p>\n<p><a href=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_Iancu.png\"><img fetchpriority=\"high\" fetchpriority=\"high\" decoding=\"async\" class=\" wp-image-42840 alignleft\" src=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_Iancu-300x246.png\" alt=\"\" width=\"400\" height=\"328\" srcset=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_Iancu-300x246.png 300w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_Iancu-1024x839.png 1024w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_Iancu-768x629.png 768w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_Iancu-1536x1258.png 1536w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_Iancu-624x511.png 624w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_Iancu.png 1610w\" sizes=\"(max-width: 400px) 100vw, 400px\"\/><\/a><a href=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_ItoMcCauley.png\"><img decoding=\"async\" class=\"wp-image-42841 alignleft\" src=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_ItoMcCauley-300x247.png\" alt=\"\" width=\"400\" height=\"329\" srcset=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_ItoMcCauley-300x247.png 300w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_ItoMcCauley-1024x845.png 1024w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_ItoMcCauley-768x633.png 768w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_ItoMcCauley-1536x1267.png 1536w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_ItoMcCauley-624x515.png 624w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/SwedenShares_ItoMcCauley.png 1609w\" sizes=\"(max-width: 400px) 100vw, 400px\"\/><\/a><\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>In the aggregate, there are differences between the relevant data sets. The first figure is for USD shares, the second is for EUR shares.<\/p>\n<p><a href=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/usdshare_ito.png\"><img decoding=\"async\" class=\"alignnone wp-image-42845\" src=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/usdshare_ito.png\" alt=\"\" width=\"501\" height=\"363\" srcset=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/usdshare_ito.png 3307w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/usdshare_ito-300x218.png 300w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/usdshare_ito-1024x743.png 1024w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/usdshare_ito-768x557.png 768w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/usdshare_ito-1536x1114.png 1536w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/usdshare_ito-2048x1486.png 2048w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/usdshare_ito-624x453.png 624w\" sizes=\"(max-width: 501px) 100vw, 501px\"\/><\/a><\/p>\n<p><em><strong>Figure 1:<\/strong>\u00a0USD shares of international reserves from IMF COFER (green), Iancu et al. (red), and Ito and McCauley (blue).<\/em><\/p>\n<p>\u00a0<\/p>\n<p><a href=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/eurshare_ito.png\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-42846\" src=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/eurshare_ito.png\" alt=\"\" width=\"501\" height=\"363\" srcset=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/eurshare_ito.png 3307w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/eurshare_ito-300x218.png 300w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/eurshare_ito-1024x743.png 1024w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/eurshare_ito-768x557.png 768w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/eurshare_ito-1536x1114.png 1536w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/eurshare_ito-2048x1486.png 2048w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/eurshare_ito-624x453.png 624w\" sizes=\"(max-width: 501px) 100vw, 501px\"\/><\/a><\/p>\n<p><em><strong>Figure 2:<\/strong>\u00a0EUR shares of international reserves from IMF COFER (green), Iancu et al. (red), and Ito and McCauley (blue).<\/em><\/p>\n<p>The differences are attributable to coverage (COFER covers in principle all reporting IMF members, while Iancu et al. and Ito-McCauley cover different sets of countries), and treatment of reserves.<\/p>\n<p><a href=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/coveragecomparisontable.png\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-42848\" src=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/coveragecomparisontable-1024x461.png\" alt=\"\" width=\"545\" height=\"245\" srcset=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/coveragecomparisontable-1024x461.png 1024w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/coveragecomparisontable-300x135.png 300w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/coveragecomparisontable-768x345.png 768w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/coveragecomparisontable-1536x691.png 1536w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/coveragecomparisontable-2048x921.png 2048w, https:\/\/econbrowser.com\/wp-content\/uploads\/2021\/09\/coveragecomparisontable-624x281.png 624w\" sizes=\"(max-width: 545px) 100vw, 545px\"\/><\/a><\/p>\n<p>We have used this data set to investigate whether <a href=\"https:\/\/econbrowser.com\/archives\/2024\/07\/reserve-de-dollarization-in-progress\">de-dollarization is occurring in the BRICS<\/a>.<\/p>\n<p><a href=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/01\/brics_usdholdings.png\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-50910\" src=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/01\/brics_usdholdings.png\" alt=\"\" width=\"979\" height=\"547\" srcset=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/01\/brics_usdholdings.png 979w, https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/01\/brics_usdholdings-300x168.png 300w, https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/01\/brics_usdholdings-768x429.png 768w, https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/01\/brics_usdholdings-624x349.png 624w\" sizes=\"(max-width: 979px) 100vw, 979px\"\/><\/a><\/p>\n<p><em><strong>Figure 3:<\/strong>\u00a0Share of foreign exchange holdings in USD, by central bank. Source:\u00a0<a href=\"https:\/\/web.pdx.edu\/~ito\/IM_dataset.htm\">Ito-McCauley database<\/a>,.<\/em><\/p>\n<p>Hiro Ito has also done an <a href=\"https:\/\/econbrowser.com\/archives\/2024\/07\/nontraditional-reserve-holdings-through-2022\">early check on nontraditional reserves<\/a> through 2022:<\/p>\n<p><a href=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/07\/otherreservecurrencies.png\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-52786\" src=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/07\/otherreservecurrencies.png\" alt=\"\" width=\"791\" height=\"576\" srcset=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/07\/otherreservecurrencies.png 791w, https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/07\/otherreservecurrencies-300x218.png 300w, https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/07\/otherreservecurrencies-768x559.png 768w, https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/07\/otherreservecurrencies-624x454.png 624w\" sizes=\"(max-width: 791px) 100vw, 791px\"\/><\/a><\/p>\n<p><em><strong>Figure 4:<\/strong>\u00a0Geometric average of reserve holdings (expressed in USD) for reporting central banks. Very incomplete data for 2022. Source: Ito calculations on unpublished version of<a href=\"https:\/\/web.pdx.edu\/~ito\/IM_dataset.htm\">\u00a0Ito-McCauley dataset<\/a>.<\/em><\/p>\n<p>The data set website is <a href=\"http:\/\/web.pdx.edu\/~ito\/IM_dataset.htm\">here<\/a> (available in either Excel or Stata formats). Unfortunately, the coverage in this publicly available data set is smaller (63 countries) than that used in Chinn-Ito-McCauley (73 countries) or Chinn-Ito-Frankel (2024), due to confidentiality restrictions imposed by\u00a0 several Latin American central banks.<\/p>\n<p>Recently, <a href=\"https:\/\/publications.bof.fi\/handle\/10024\/53793\">Laser, Milhailov and Weidner (2024)<\/a> have circulated a database on individual central bank holdings for eight currencies. I suspect coverage for the reserve currencies such as CAD, AUD and CNY is going to be fairly spotty (and spotty for all currencies in 2022 and particularly 2023), given what information we have in the <a href=\"https:\/\/web.pdx.edu\/~ito\/IM_dataset.htm\">Ito-McCauley dataset<\/a>.<\/p>\n<\/p><\/div>\n<p>[ad_2]<br \/>\n<br \/><a href=\"https:\/\/econbrowser.com\/archives\/2024\/09\/the-ito-mccauley-database-on-individual-central-bank-reserve-holdings\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] Hiro Ito\u00a0and\u00a0Robert McCauley have compiled a dataset(first discussed in this 2019 working paper)\u00a0of the currency composition of international reserves over the 1999-2021 period. This<\/p>\n","protected":false},"author":1,"featured_media":258807,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[155],"tags":[],"_links":{"self":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/posts\/258806"}],"collection":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/comments?post=258806"}],"version-history":[{"count":0,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/posts\/258806\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/media\/258807"}],"wp:attachment":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/media?parent=258806"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/categories?post=258806"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/tags?post=258806"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}