Extbase Variable Dump
Lf\LfRierepo\Domain\Model\Evaluationprototypepersistent entity (uid=111, pid=630)
   title => protected'Credit scoring vs. expert judgment – a randomised controlled trial' (68 chars)
   abstract => protected'Developing financial markets are experiencing a swift increase in the availa
      bility of borrower information from credit information sharing systems. I st
      udy whether banks can use this information to automate credit decisions. In
      the wake of a randomised controlled trial, a bank in Africa introduced an au
      tomated credit decision-making process based on a credit scoring technology
      at half of its branches, while the other half continued applying an extensiv
      e screening procedure as the basis for a loan officer's expert judgment. Res
      ults show that the quality of the loan portfolio in the treatment branches d
      id not decrease significantly, while only 6 percent more applications had to
       be rejected. An analysis of the costs and benefits of the credit scoring sy
      stem strongly suggests that the bank's cost of lending decreased substantial
      ly.
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      tät St. Gallen)
' (92 chars) websiteLink1 => protected'https://www.alexandria.unisg.ch/250987/' (39 chars) websiteTitle2 => protected'' (0 chars) websiteLink2 => protected'' (0 chars) rieMethod => protected'Randomized controlled trial (RCT)' (33 chars) pdfContents => protected' Dr. Thomas Gietzen ' (20 chars) additionalInfo => publicNULL compareHash => protected'b842c8c76defbedd9913cef5be67e55d' (32 chars) uid => protected111 (integer) _localizedUid => protected111 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected111 (integer)modified pid => protected630 (integer)
Extbase Variable Dump
array(5 items)
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      detailPid => '632' (3 chars)
      listPid => '571' (3 chars)
   evaluation => Lf\LfRierepo\Domain\Model\Evaluationprototypepersistent entity (uid=111, pid=630)
      title => protected'Credit scoring vs. expert judgment – a randomised controlled trial' (68 chars)
      abstract => protected'Developing financial markets are experiencing a swift increase in the availa
         bility of borrower information from credit information sharing systems. I st
         udy whether banks can use this information to automate credit decisions. In
         the wake of a randomised controlled trial, a bank in Africa introduced an au
         tomated credit decision-making process based on a credit scoring technology
         at half of its branches, while the other half continued applying an extensiv
         e screening procedure as the basis for a loan officer's expert judgment. Res
         ults show that the quality of the loan portfolio in the treatment branches d
         id not decrease significantly, while only 6 percent more applications had to
          be rejected. An analysis of the costs and benefits of the credit scoring sy
         stem strongly suggests that the bank's cost of lending decreased substantial
         ly.
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(integer)modified pid => protected630 (integer) 0000000000000c880000000000000000 => Lf\LfRierepo\Domain\Model\Countryprototypepersistent entity (uid=273, pid=630) title => protected'Niger' (5 chars) uid => protected273 (integer) _localizedUid => protected273 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected273 (integer)modified pid => protected630 (integer) 0000000000000c8a0000000000000000 => Lf\LfRierepo\Domain\Model\Countryprototypepersistent entity (uid=275, pid=630) title => protected'Nigeria' (7 chars) uid => protected275 (integer) _localizedUid => protected275 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected275 (integer)modified pid => protected630 (integer) 0000000000000c8c0000000000000000 => Lf\LfRierepo\Domain\Model\Countryprototypepersistent entity (uid=311, pid=630) title => protected'Rwanda' (6 chars) uid => protected311 (integer) _localizedUid => protected311 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected311 (integer)modified pid => protected630 (integer) 0000000000000c8e0000000000000000 => Lf\LfRierepo\Domain\Model\Countryprototypepersistent entity (uid=325, pid=630) title => protected'Sao Tome and Principe' (21 chars) uid => protected325 (integer) _localizedUid => protected325 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected325 (integer)modified pid => protected630 (integer) 0000000000000c900000000000000000 => Lf\LfRierepo\Domain\Model\Countryprototypepersistent entity (uid=333, pid=630) title => protected'Senegal' (7 chars) uid => protected333 (integer) _localizedUid => protected333 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected333 (integer)modified pid => protected630 (integer) 0000000000000c920000000000000000 => Lf\LfRierepo\Domain\Model\Countryprototypepersistent entity (uid=337, pid=630) title => protected'Seychelles' (10 chars) uid => 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(20 chars) uid => protected97 (integer) _localizedUid => protected97 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected97 (integer)modified pid => protected630 (integer) 0000000000000cca0000000000000000 => Lf\LfRierepo\Domain\Model\Orgaprototypepersistent entity (uid=259, pid=630) title => protected'University of St. Gallen' (24 chars) uid => protected259 (integer) _localizedUid => protected259 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected259 (integer)modified pid => protected630 (integer) 0000000000000cdd0000000000000000 => Lf\LfRierepo\Domain\Model\Orgaprototypepersistent entity (uid=261, pid=630) title => protected'Bank in Africa' (14 chars) uid => protected261 (integer) _localizedUid => protected261 (integer)modified _languageUid => protected0 (integer)modified _versionedUid => protected261 (integer)modified pid => protected630 (integer) involved => 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chars) orgNro => protectedFALSE orgStiftungPolitisch => protectedFALSE orgMultilat => protectedFALSE orgPolitik => protectedFALSE orgPrivatsektor => protectedFALSE orgBildung => protectedTRUE orgInteressensver => protectedFALSE orgDoInternational => protectedFALSE orgPrivatspender => protectedFALSE orgSonstiges => protectedFALSE orgUnbekannt => protectedTRUE orgNroLokal => protectedFALSE orgPolitikLokal => protectedFALSE orgInteressensverLokal => protectedFALSE orgBeratungLokal => protectedFALSE orgForschungLokal => protectedFALSE orgPrivatsektorLokal => protectedFALSE orgBildungLokal => protectedFALSE orgaUncodiert => protectedFALSE crsWeissnicht => protectedFALSE methodeAlt => protected'' (0 chars) pdfTitle1 => protected'' (0 chars) pdfLink1 => protected'' (0 chars) pdfTitle2 => protected'' (0 chars) pdfLink2 => protected'' (0 chars) websiteTitle1 => protected'Credit Scoring vs. Expert Judgment - A Randomized Controlled Trial (Universi
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additionalInfo => TRUE productType => 'tx_lfrierepo_domain_model_evaluation.facet.rie' (46 chars) statusKey => 'tx_lfrierepo_domain_model_evaluation.status.done' (48 chars)
Extbase Variable Dump
Lf\LfRierepo\Domain\Model\Orgaprototypepersistent entity (uid=97, pid=630)
   title => protected'KfW Development Bank' (20 chars)
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   _versionedUid => protected97 (integer)modified
   pid => protected630 (integer)
Credit scoring vs. expert judgment – a randomised controlled trial | Rigorous Impact Evaluation - DEval.org
Rigorous Impact Evaluation (RIE) Completed

Credit scoring vs. expert judgment – a randomised controlled trial

Sector (OECD DAC Codes)
Banking & Financial Services
Involved Organisations
KfW Development Bank
University of St. Gallen
Bank in Africa
Country
Uganda
Funding
Other
Region
Sub-Saharan Africa
Global Project
No
Year (Time of endline survey or planned endline survey)
2015
Evaluation Method
Randomized controlled trial (RCT)

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