Table 1.

Summary of included models

Modela (author [ year],ref model)OutcomeSummary of risk factorsValidationbDevelopment setting
Demographic and lifestyleClinical symptoms and signsTest results
AgeSexSmokingOtherHaematuriaSystem specificNon-specific
Hippisley-Cox (2012),22 aKCa, BCa, UCaxxVHAbdominal painAppetite loss, weight loss, anaemiaInternallyP
Hippisley-Cox (2012),22 bKCa, BCa, UCaxxVHAbdominal painAppetite loss, weight loss, anaemiaInternallyP
Hippisley- Cox 2013),23 aKCa, BCaxxxUnspecifiedAbdominal painNight sweats, weight lossInternallyP
Hippisley- Cox (2013),24 bKCa, BCaxxxUnspecifiedAbdominal pain, postmenopausal bleedingAnaemia, appetite loss, indigestion, weight lossInternallyP
Shephard (2013),31 aKCaxVHBack pain, abdominal pain, UTIFatigue, constipation, nauseaxNoneP
Shephard (2012)32BCaxVHDysuria, abdominal pain, UTIxNoneP
Price (2014)35BCaxVH and NVHDysuria, abdominal pain, UTIConstipationxNoneP
Jung (2011),25 aKCa, BCa, UCaxVH or NVHExternallyU
Jung (2011),25 bKCa, BCa, UCaxNVHExternallyU
Loo (2013),28 aKCa, BcaxxxNVH and historyExternallyS
Loo (2013),28 bKCa, BcaxxxNVH and historyExternallyS
Beukers (2013),18 aBCaxxDegreexInternallyS
Beukers (2013),18 bBCaxxDegreexInternallyS
Cha (2012),19 aBCaxxxDegreeInternallyU
Cha (2012),19 bBCaxxxDegreexInternallyU
Cha (2012),19 cBCaxxxDegreexInternallyU
Cha (2012),19 dBCaxxxDegreexInternallyU
Hee (2013)21BCaxxxDegreeExternallyS
Lotan (2009),29 aBCaxxxxDegreeInternallyU
Lotan (2009),29 bBCaxxxxDegreexInternallyU
Lotan (2009),29 cBCaxxxxDegreexExternallyU
Lotan (2009),29 dBCaxxxxDegreexInternallyU
Barbieri (2012),17 aBCaxxxxUnspecifiedNoneU
Barbieri (2012),17 bBCaxxxxUnspecifiedxNoneU
Barbieri (2012),17 cBCaxxxxUnspecifiedxNoneU
Barbieri (2012),17 dBCaxxxxUnspecifiedxNoneU
Tan (2019)33BCaxxxDegreeExternallyS
Georgieva (2019)10KCa, BCa, UCaxxxHistoryExternallyS
Matulewicz (2020)34BCaxxxxNVHS
  • a a, b, c refers to models developed by the same author group.

  • b Validation: none — development only; internally — at least internally validated; and externally — externally validated. BCa = bladder cancer. degree = visible haematuria or non-visible haematuria. KCa = kidney cancer. NVH = non-visible (microscopic) haematuria. P = primary care. S = secondary care. U = unknown. UCa = cancer of the ureter. UTI = urinary tract infection. VH = visible (gross) haematuria. x = included in the model.