PublicDisclosureAuthorizedPolicyResearchWorkingPaper10673PublicDisclosureAuthorizedMissingEvidencePublicDisclosureAuthorizedTrackingAcademicDataUsearoundtheWorldBrianStacyLucasKitzmüllerXiaoyuWangDanielGerszonMahlerUmarSerajuddinPublicDisclosureAuthorizedDevelopmentEconomicsAverifiedreproducibilitypackageforthispaperisDevelopmentDataGroupavailableathttp://reproducibility.worldbank.org,January2024clickherefordirectaccess.PolicyResearchWorkingPaper10673Abstractcorrelatedwithitsgrossdomesticproductpercapita,popu-lation,andthequalityofitsnationalstatisticalsystem.TheData-drivenresearchonacountryiskeytoproducingpaperidentifiesdatasourcesthatarestronglyassociatedevidence-basedpublicpolicies.Yetlittleisknownaboutwithdata-drivenresearchandfindsthatavailabilityofsub-wheredata-drivenresearchislackingandhowitcouldnationaldataappearstobeparticularlyimportant.Finally,beexpanded.Thispaperproposesamethodfortrackingthepaperclassifiescountriesintogroupsbasedonwhetheracademicdatausebycountryofsubject,applyingnaturaltheycouldmostbenefitfromincreasingtheirsupplyoforlanguageprocessingtoopen-accessresearchpapers.Thedemandfordata.Thefindingsshowthattheformerappliesmodel’spredictionsproducecountryestimatesofthetomanylow-andlower-middle-incomecountries,whilenumberofarticlesusingdatathatarehighlycorrelatedthelatterappliestomanyupper...
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