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Causal Diagrams

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Article database

The searchable database below currently contains 312 articles1 from 174 distinct journals. Of these:

  • 280 are applied, while 32 are instructional2; 203 open access, 109 not open; 163 in main text, 149 in a supplementary file
  • 154 used DAGitty to produce published causal diagram, 158 used other software
  • Number of variables or nodes in causal diagrams: Min: 3, Max: 41, Median: 11
AuthorsYearTitleJournal SubjectCausal Diagram ExposureCausal Diagram OutcomeAccessNumber of Variables/ NodesJournalVolumeNumberPage rangeTypeCitationDOICausal Diagram LocationIncludes Combined VariablesSoftwareNotesExposure subjectOutcome subjectLabels
Åkerstedt T, Ghilotti F, Grotta A, Bellavia A, Lagerros YT, Bellocco R.2017Sleep duration, mortality and the influence of agePublic, Environmental & Occupational Healthsleep durationmortalityOpen access15European Journal of Epidemiology3210881–891AppliedÅkerstedt T, Ghilotti F, Grotta A, Bellavia A, Lagerros YT, Bellocco R. Sleep duration, mortality and the influence of age. European Journal of Epidemiology. 2017;32:881–91. doi:10.1007/s10654-017-0297-0.http://www.doi.org/10.1007/s10654-017-0297-0SupplementaryNoDAGittysleepdeath
Al-Harbi F, El Tantawi M.2017Normative prosthodontic care need: does it impact the daily life of young Saudis with high level of oral diseases? A cross sectional studyDentistry, Oral Surgery & Medicineuntreated decay; need for periodontal care; need for prosthodontic careneed for prosthodontic care; effect on daily lifeOpen access18BMC Oral Health171128AppliedAl-Harbi F, El Tantawi M. Normative prosthodontic care need: does it impact the daily life of young Saudis with high level of oral diseases? A cross sectional study. BMC Oral Health. 2017;17:128. doi:10.1186/s12903-017-0418-x.http://www.doi.org/10.1186/s12903-017-0418-xMain textNoDAGittydentistrydentistry
Allison RM, Birken CS, Lebovic G, Howard AW, L'Abbe MR, Morency M-E, Maguire JL.2020Consumption of Cow's Milk in Early Childhood and Fracture Risk: A Prospective Cohort StudyPublic, Environmental & Occupational Healthvolume of cow’s milk consumed; fat percentage of cow’s milk consumedchildhood bone fractureOpen access4American Journal of Epidemiology1892146–155AppliedAllison RM, Birken CS, Lebovic G, Howard AW, L'Abbe MR, Morency M-E, Maguire JL. Consumption of Cow's Milk in Early Childhood and Fracture Risk: A Prospective Cohort Study. American Journal of Epidemiology. 2020;189:146–55. doi:10.1093/aje/kwz216.http://www.doi.org/10.1093/aje/kwz216Main textYesOtherdietinjury
Andersen K, Mariosa D, Adami H-O, Held C, Ingelsson E, Lagerros YT, et al.2014Dose-response relationship of total and leisure time physical activity to risk of heart failure: a prospective cohort studyCardiology & Cardiovascular Medicinephysical activityheart failureOpen access16Circulation: Heart failure75701–708AppliedAndersen K, Mariosa D, Adami H-O, Held C, Ingelsson E, Lagerros YT, et al. Dose-response relationship of total and leisure time physical activity to risk of heart failure: a prospective cohort study. Circ Heart Fail. 2014;7:701–8. doi:10.1161/CIRCHEARTFAILURE.113.001010.http://www.doi.org/10.1161/CIRCHEARTFAILURE.113.001010SupplementaryNoDAGittyphysical activitycardiovascular disease
Andreano A, Rebora P, Valsecchi MG, Russo AG.2017Adherence to guidelines and breast cancer patients survival: a population-based cohort study analyzed with a causal inference approachOncology & Canceradherence to the clinical pathsurvivalNon-open access12Breast Cancer Research and Treatment1641119–131AppliedAndreano A, Rebora P, Valsecchi MG, Russo AG. Adherence to guidelines and breast cancer patients survival: a population-based cohort study analyzed with a causal inference approach. Breast Cancer Res Treat. 2017;164:119–31. doi:10.1007/s10549-017-4210-z.http://www.doi.org/10.1007/s10549-017-4210-zSupplementaryNoDAGittyadherencedeath
Arora N, Papapanou PN, Rosenbaum M, Jacobs DR, Desvarieux M, Demmer RT.2014Periodontal infection, impaired fasting glucose and impaired glucose tolerance: results from the Continuous National Health and Nutrition Examination Survey 2009-2010Dentistry, Oral Surgery & Medicineperiodontal infectionpre-diabetesNon-open access6Journal of Clinical Periodontology417643–652AppliedArora N, Papapanou PN, Rosenbaum M, Jacobs DR, Desvarieux M, Demmer RT. Periodontal infection, impaired fasting glucose and impaired glucose tolerance: results from the Continuous National Health and Nutrition Examination Survey 2009-2010. J Clin Periodontol. 2014;41:643–52. doi:10.1111/jcpe.12258.http://www.doi.org/10.1111/jcpe.12258Main textYesOtherdentistrydiabetes
Asgari MM, Warton EM, Neugebauer R, Chren M-M.2011Predictors of patient satisfaction with Mohs surgery: analysis of preoperative, intraoperative, and postoperative factors in a prospective cohortDermatologymany preoperative, intraoperative, and postoperative variablesshort-term satisfaction with Mohs surgery at 1 week; long-term satisfaction at 1 yearOpen access11Archives of Dermatology147121387–1394AppliedAsgari MM, Warton EM, Neugebauer R, Chren M-M. Predictors of patient satisfaction with Mohs surgery: analysis of preoperative, intraoperative, and postoperative factors in a prospective cohort. Arch Dermatol. 2011;147:1387–94. doi:10.1001/archdermatol.2011.319.http://www.doi.org/10.1001/archdermatol.2011.319Main textYesOthersurgical procedurepatient satisfaction
Austin AE, Gest C, Atkeson A, Berkoff MC, Puls HT, Shanahan ME.2021Prenatal Substance Exposure and Child Maltreatment: A Systematic ReviewPediatrics, Perinatology and Child Healthprenatal substance exposurechild maltreatmentNon-open access14Child MaltreatmentAppliedAustin AE, Gest C, Atkeson A, Berkoff MC, Puls HT, Shanahan ME. Prenatal Substance Exposure and Child Maltreatment: A Systematic Review. Child Maltreat. 2021:1077559521990116. doi:10.1177/1077559521990116.http://www.doi.org/10.1177/1077559521990116Main textYesOthersubstance abusechild abuse
Austin AE, Short NA.2020Sexual Violence, Mental Health, and Prescription Opioid Use and MisusePublic, Environmental & Occupational Healthsexual violenceprescription opioid use and misuseNon-open access9American Journal of Preventive Medicine596818–827AppliedAustin AE, Short NA. Sexual Violence, Mental Health, and Prescription Opioid Use and Misuse. Am J Prev Med. 2020;59:818–27. doi:10.1016/j.amepre.2020.06.019.http://www.doi.org/10.1016/j.amepre.2020.06.019SupplementaryYesOtherviolencesubstance abuse
Baccaglini L, Schoenbach VJ, Poole C, McKaig RG, Ibrahim J, Baric RS, Wiesen C.2006Association between herpes simplex virus type 1 and Helicobacter pylori in US adolescentsDentistry, Oral Surgery & Medicineherpes simplex virus type 1 (HSV)helicobacter pylori infection (HPP)Non-open access5Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology, and Endodontology101163–69AppliedBaccaglini L, Schoenbach VJ, Poole C, McKaig RG, Ibrahim J, Baric RS, Wiesen C. Association between herpes simplex virus type 1 and Helicobacter pylori in US adolescents. Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology, and Endodontology. 2006;101:63–9. doi:10.1016/j.tripleo.2004.12.018.http://www.doi.org/10.1016/j.tripleo.2004.12.018Main textYesOtherinfectioninfection
Bach CC, Liew Z, Bech BH, Nohr EA, Fei C, Bonefeld-Jorgensen EC, et al.2015Perfluoroalkyl acids and time to pregnancy revisited: An update from the Danish National Birth CohortPublic, Environmental & Occupational Healthperfluoroalkyl acid exposurefecundability; time to pregnancyOpen access11Environmental Health1459AppliedBach CC, Liew Z, Bech BH, Nohr EA, Fei C, Bonefeld-Jorgensen EC, et al. Perfluoroalkyl acids and time to pregnancy revisited: An update from the Danish National Birth Cohort. Environ Health. 2015;14:59. doi:10.1186/s12940-015-0040-9.http://www.doi.org/10.1186/s12940-015-0040-9SupplementaryNoDAGittychemical exposurepregnancy
Bacon K, LaValley MP, Jafarzadeh SR, Felson D.2020Does cartilage loss cause pain in osteoarthritis and if so, how much?Rheumatologycartilage thickness losschange in knee pain (over 24M)Open access3Annals of the Rheumatic Diseases7981105–1110AppliedBacon K, LaValley MP, Jafarzadeh SR, Felson D. Does cartilage loss cause pain in osteoarthritis and if so, how much? Ann Rheum Dis. 2020;79:1105–10. doi:10.1136/annrheumdis-2020-217363.http://www.doi.org/10.1136/annrheumdis-2020-217363Main textNoOtherosteoarthritispain
Badland H, Milner A, Roberts R, Giles-Corti B.2017Are Area-Level Measures of Employment Associated with Health Behaviours and Outcomes?Public, Environmental & Occupational Healthlocal employment; mode access to employmentself-rated healthNon-open access12Social Indicators Research1341237–251AppliedBadland H, Milner A, Roberts R, Giles-Corti B. Are Area-Level Measures of Employment Associated with Health Behaviours and Outcomes? Soc Indic Res. 2017;134:237–51. doi:10.1007/s11205-016-1417-z.http://www.doi.org/10.1007/s11205-016-1417-zMain textNoDAGittyemploymentgeneral health
Bahls M, Groß S, Ittermann T, Busch R, Gläser S, Ewert R, et al.2017Statins are related to impaired exercise capacity in males but not femalesMultidisciplinarystatin usagecardiorespiratory fitness (CRF)Open access12PLOS ONE126e0179534AppliedBahls M, Groß S, Ittermann T, Busch R, Gläser S, Ewert R, et al. Statins are related to impaired exercise capacity in males but not females. PLOS ONE. 2017;12:e0179534. doi:10.1371/journal.pone.0179534.http://www.doi.org/10.1371/journal.pone.0179534SupplementaryNoDAGittyuse of drugphysical activity
Bandoli G, Palmsten K, Flores KF, Chambers CD.2016Constructing Causal Diagrams for Common Perinatal Outcomes: Benefits, Limitations and Motivating Examples with Maternal Antidepressant Use in PregnancyPediatrics, Perinatology and Child Healthmaternal antidepressantsspontaneous abortion; major structural malformations; preterm birth; postnatal growthNon-open access15Paediatric and Perinatal Epidemiology305521–528InstructionalBandoli G, Palmsten K, Flores KF, Chambers CD. Constructing Causal Diagrams for Common Perinatal Outcomes: Benefits, Limitations and Motivating Examples with Maternal Antidepressant Use in Pregnancy. Paediatr Perinat Epidemiol. 2016;30:521–8. doi:10.1111/ppe.12302.http://www.doi.org/10.1111/ppe.12302Main textYesOtheruse of drugperinatal
Beck AF, Huang B, Auger KA, Ryan PH, Chen C, Kahn RS.2016Explaining Racial Disparities in Child Asthma Readmission Using a Causal Inference ApproachPediatrics, Perinatology and Child HealthracereadmissionOpen access13JAMA Pediatrics1707695–703AppliedBeck AF, Huang B, Auger KA, Ryan PH, Chen C, Kahn RS. Explaining Racial Disparities in Child Asthma Readmission Using a Causal Inference Approach. JAMA Pediatr. 2016;170:695–703. doi:10.1001/jamapediatrics.2016.0269.http://www.doi.org/10.1001/jamapediatrics.2016.0269Main textYesOtherethnicityhospital readmission
Benson TE, Gaml-Sørensen A, Ernst A, Brix N, Hougaard KS, Hærvig KK, et al.2021Urinary Bisphenol A, F and S Levels and Semen Quality in Young Adult Danish MenPublic, Environmental & Occupational Healthurinary bisphenolsemen qualityOpen access13International Journal of Environmental Research and Public Health184AppliedBenson TE, Gaml-Sørensen A, Ernst A, Brix N, Hougaard KS, Hærvig KK, et al. Urinary Bisphenol A, F and S Levels and Semen Quality in Young Adult Danish Men. Int J Environ Res Public Health 2021. doi:10.3390/ijerph18041742.http://www.doi.org/10.3390/ijerph18041742SupplementaryNoDAGittychemical exposuresexual health
Bernardi JR, Pinheiro TV, Mueller NT, Goldani HAS, Gutierrez MRP, Bettiol H, et al.2015Cesarean delivery and metabolic risk factors in young adults: a Brazilian birth cohort studyNutrition & Dieteticscesarean sectionmetabolic outcomesOpen access12American Journal of Clinical Nutrition1022295–301AppliedBernardi JR, Pinheiro TV, Mueller NT, Goldani HAS, Gutierrez MRP, Bettiol H, et al. Cesarean delivery and metabolic risk factors in young adults: a Brazilian birth cohort study. Am J Clin Nutr. 2015;102:295–301. doi:10.3945/ajcn.114.105205.http://www.doi.org/10.3945/ajcn.114.105205SupplementaryNoDAGittybirthmetabolic disorder
Birungi N, Fadnes LT, Kasangaki A, Nankabirwa V, Okullo I, Lie SA, et al.2017Assessing causal effects of early life-course factors on early childhood caries in 5-year-old Ugandan children using directed acyclic graphs (DAGs): A prospective cohort studyDentistry, Oral Surgery & Medicineearly life-course factorsearly childhood cariesOpen access12Community Dentistry and Oral Epidemiology456512–521AppliedBirungi N, Fadnes LT, Kasangaki A, Nankabirwa V, Okullo I, Lie SA, et al. Assessing causal effects of early life-course factors on early childhood caries in 5-year-old Ugandan children using directed acyclic graphs (DAGs): A prospective cohort study. Community Dentistry and Oral Epidemiology. 2017;45:512–21. doi:10.1111/cdoe.12314.http://www.doi.org/10.1111/cdoe.12314Main textNoDAGittyrisk factorsdentistry
Blais L, Kettani F-Z, Forget A, Beauchesne M-F, Lemière C, Rey E.2018Long-Acting β2-Agonists and Risk of Hypertensive Disorders of Pregnancy: A Cohort StudyImmunology and Allergyexposure to long-acting beta-agonists (LABAs)hypertensive disorders of pregnancy (HDP)Non-open access5Journal of Allergy and Clinical Immunology: In Practice62555-561.e2AppliedBlais L, Kettani F-Z, Forget A, Beauchesne M-F, Lemière C, Rey E. Long-Acting β2-Agonists and Risk of Hypertensive Disorders of Pregnancy: A Cohort Study. J Allergy Clin Immunol Pract. 2018;6:555-561.e2. doi:10.1016/j.jaip.2017.07.004.http://www.doi.org/10.1016/j.jaip.2017.07.004SupplementaryNoOtheruse of drugblood pressure
Blighe K, Chawes BL, Kelly RS, Mirzakhani H, McGeachie M, Litonjua AA, et al.2017Vitamin D prenatal programming of childhood metabolomics profiles at age 3 yNutrition & Dieteticsmaternal pre- and post-supplement vitamin D concentrationschildren’s metabolomics profile cluster membershipOpen access8American Journal of Clinical Nutrition10641092–1099AppliedBlighe K, Chawes BL, Kelly RS, Mirzakhani H, McGeachie M, Litonjua AA, et al. Vitamin D prenatal programming of childhood metabolomics profiles at age 3 y. Am J Clin Nutr. 2017;106:1092–9. doi:10.3945/ajcn.117.158220.http://www.doi.org/10.3945/ajcn.117.158220SupplementaryNoDAGittyvitamin Dmetabolic disorder
Blom MC, Landin-Olsson M, Lindsten M, Jonsson F, Ivarsson K.2015Patients presenting at the emergency department with acute abdominal pain are less likely to be admitted to inpatient wards at times of access block: a registry studyEmergency Medicinein hospital bed occupancyhospital admission; unplanned 3 day revisitOpen access27Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine2378AppliedBlom MC, Landin-Olsson M, Lindsten M, Jonsson F, Ivarsson K. Patients presenting at the emergency department with acute abdominal pain are less likely to be admitted to inpatient wards at times of access block: a registry study. Scand J Trauma Resusc Emerg Med. 2015;23:78. doi:10.1186/s13049-015-0158-3.http://www.doi.org/10.1186/s13049-015-0158-3SupplementaryNoDAGittyhospital bed occupancyhospitalisation
Blomberg H, Svennblad B, Michaelsson K, Byberg L, Johansson J, Gedeborg R.2013Prehospital trauma life support training of ambulance caregivers and the outcomes of traffic-injury victims in SwedenSurgery & TransplantationPrehospital Trauma Life Support (PHTLS) educational programmortalityNon-open access16Journal of the American College of Surgeons21761010-9.e1-2AppliedBlomberg H, Svennblad B, Michaelsson K, Byberg L, Johansson J, Gedeborg R. Prehospital trauma life support training of ambulance caregivers and the outcomes of traffic-injury victims in Sweden. J Am Coll Surg. 2013;217:1010-9.e1-2. doi:10.1016/j.jamcollsurg.2013.08.002.http://www.doi.org/10.1016/j.jamcollsurg.2013.08.002SupplementaryNoDAGittyeducationdeath
Bodén R, Molin E, Jernberg T, Kieler H, Lindahl B, Sundström J.2015Higher mortality after myocardial infarction in patients with severe mental illness: a nationwide cohort studyMultidisciplinarysevere mental illness (SMI)post-myocardial infarction (MI) deathOpen access13Journal of Internal Medicine2776727–736AppliedBodén R, Molin E, Jernberg T, Kieler H, Lindahl B, Sundström J. Higher mortality after myocardial infarction in patients with severe mental illness: a nationwide cohort study. J Intern Med. 2015;277:727–36. doi:10.1111/joim.12329.http://www.doi.org/10.1111/joim.12329SupplementaryNoDAGittymental illnesscardiovascular disease
Boyle T, Fritschi L, Kobayashi LC, Heyworth JS, Lee DG, Si S, et al.2016Sedentary work and the risk of breast cancer in premenopausal and postmenopausal women: a pooled analysis of two case-control studiesPublic, Environmental & Occupational Healthyears worked in a sedentary occupationbreast cancerNon-open access21Occupational and Environmental Medicine7311735–741AppliedBoyle T, Fritschi L, Kobayashi LC, Heyworth JS, Lee DG, Si S, et al. Sedentary work and the risk of breast cancer in premenopausal and postmenopausal women: a pooled analysis of two case-control studies. Occup Environ Med. 2016;73:735–41. doi:10.1136/oemed-2015-103537.http://www.doi.org/10.1136/oemed-2015-103537SupplementaryNoDAGittyphysical activitycancer
Boyle T, Gallagher RP, Gascoyne RD, Connors JM, Le ND, Spinelli JJ.2015Lifetime physical activity and the risk of non-Hodgkin lymphomaOncology & CancerLifetime physical activitynon-Hodgkin lymphomaOpen access13Cancer Epidemiology, Biomarkers & Prevention245873–877AppliedBoyle T, Gallagher RP, Gascoyne RD, Connors JM, Le ND, Spinelli JJ. Lifetime physical activity and the risk of non-Hodgkin lymphoma. Cancer Epidemiol Biomarkers Prev. 2015;24:873–7. doi:10.1158/1055-9965.EPI-14-1303.http://www.doi.org/10.1158/1055-9965.EPI-14-1303SupplementaryNoDAGittyphysical activitycancer
Braake AD ter, Govers LP, Peeters MJ, van Zuilen AD, Wetzels JFM, Blankenstijn PJ, et al.2021Low plasma magnesium concentration and future abdominal aortic calcifications in moderate chronic kidney diseaseUrology & Nephrologyplasma magnesium concentrationabdominal aortic calcificationsOpen access10BMC Nephrology22171AppliedBraake AD ter, Govers LP, Peeters MJ, van Zuilen AD, Wetzels JFM, Blankenstijn PJ, et al. Low plasma magnesium concentration and future abdominal aortic calcifications in moderate chronic kidney disease. BMC Nephrol. 2021;22:71. doi:10.1186/s12882-021-02267-4.http://www.doi.org/10.1186/s12882-021-02267-4SupplementaryNoDAGittymetabolic disorderkidney dsease
Brew B, Gibberd A, Marks GB, Strobel N, Allen CW, Jorm L, et al.2021Identifying preventable risk factors for hospitalised asthma in young Aboriginal children: a whole-population cohort studyRespiratory Systempreventable risk factorshospitalised asthmaNon-open access15Thorax766539–546AppliedBrew B, Gibberd A, Marks GB, Strobel N, Allen CW, Jorm L, et al. Identifying preventable risk factors for hospitalised asthma in young Aboriginal children: a whole-population cohort study. Thorax. 2021;76:539–46. doi:10.1136/thoraxjnl-2020-216189.http://www.doi.org/10.1136/thoraxjnl-2020-216189SupplementaryNoOtherrisk factorsasthma
Brew B, Inder K, Allen J, Thomas M, Kelly B.2016The health and wellbeing of Australian farmers: a longitudinal cohort studyPublic, Environmental & Occupational Healthfarmingmental health outcomes; physical health outcomesOpen access13BMC Public Health161988AppliedBrew B, Inder K, Allen J, Thomas M, Kelly B. The health and wellbeing of Australian farmers: a longitudinal cohort study. BMC Public Health. 2016;16:988. doi:10.1186/s12889-016-3664-y.http://www.doi.org/10.1186/s12889-016-3664-ySupplementaryNoDAGittyfarmingmental illness
Brewer LE, Wright JM, Rice G, Neas L, Teuschler L.2017Causal inference in cumulative risk assessment: The roles of directed acyclic graphsPublic, Environmental & Occupational Healthammonia or hydrogen sulfide exposurechronic bronchitisOpen access13Environment International10230–41InstructionalBrewer LE, Wright JM, Rice G, Neas L, Teuschler L. Causal inference in cumulative risk assessment: The roles of directed acyclic graphs. Environ Int. 2017;102:30–41. doi:10.1016/j.envint.2016.12.005.http://www.doi.org/10.1016/j.envint.2016.12.005Main textNoDAGittychemical exposurerespiratory
Brokamp C, Beck AF, Goyal NK, Ryan P, Greenberg JM, Hall ES.2019Material community deprivation and hospital utilization during the first year of life: an urban population-based cohort studyPublic, Environmental & Occupational Healthmaterial community deprivationhospitalizationNon-open access14Annals of Epidemiology3037–43AppliedBrokamp C, Beck AF, Goyal NK, Ryan P, Greenberg JM, Hall ES. Material community deprivation and hospital utilization during the first year of life: an urban population-based cohort study. Ann Epidemiol. 2019;30:37–43. doi:10.1016/j.annepidem.2018.11.008.http://www.doi.org/10.1016/j.annepidem.2018.11.008Main textNoOthersocioeconomic statushospitalisation
Buckley JP, Engel SM, Mendez MA, Richardson DB, Daniels JL, Calafat AM, et al.2016Prenatal Phthalate Exposures and Childhood Fat Mass in a New York City CohortPublic, Environmental & Occupational Healthprenatal phthalate exposureschild fat massOpen access16Environmental Health Perspectives1244507–513AppliedBuckley JP, Engel SM, Mendez MA, Richardson DB, Daniels JL, Calafat AM, et al. Prenatal Phthalate Exposures and Childhood Fat Mass in a New York City Cohort. Environmental Health Perspectives. 2016;124:507–13. doi:10.1289/ehp.1509788.http://www.doi.org/10.1289/ehp.1509788SupplementaryNoDAGittychemical exposurebody mass
Burkill S, Waterhouse P, Pazzagli L.2021The association between family structure and children's BMI over time-the mediating role of incomePublic, Environmental & Occupational Healthfamily structurechild's BMINon-open access4Annals of Epidemiology5583-90.e1AppliedBurkill S, Waterhouse P, Pazzagli L. The association between family structure and children's BMI over time-the mediating role of income. Ann Epidemiol. 2021;55:83-90.e1. doi:10.1016/j.annepidem.2020.10.007.http://www.doi.org/10.1016/j.annepidem.2020.10.007Main textNoOthersocial factorsbody mass
Busert LK, Neuman M, Rehfuess EA, Dulal S, Harthan J, Chaube SS, et al.2016Dietary Diversity Is Positively Associated with Deviation from Expected Height in Rural NepalNutrition & Dieteticsdietary diversityconditional growth (deviation from the expected height-for-age difference)Open access19Journal of Nutrition14671387–1393AppliedBusert LK, Neuman M, Rehfuess EA, Dulal S, Harthan J, Chaube SS, et al. Dietary Diversity Is Positively Associated with Deviation from Expected Height in Rural Nepal. J Nutr. 2016;146:1387–93. doi:10.3945/jn.115.220137.http://www.doi.org/10.3945/jn.115.220137SupplementaryNoOtherdietheight
Byberg KK, Eide GE, Forman MR, Júlíusson PB, Øymar K.2016Body mass index and physical activity in early childhood are associated with atopic sensitization, atopic dermatitis and asthma in later childhoodImmunology and Allergychild anthropometricsatopyOpen access20Clinical and Translational Allergy6133AppliedByberg KK, Eide GE, Forman MR, Júlíusson PB, Øymar K. Body mass index and physical activity in early childhood are associated with atopic sensitization, atopic dermatitis and asthma in later childhood. Clin Transl Allergy. 2016;6:33. doi:10.1186/s13601-016-0124-9.http://www.doi.org/10.1186/s13601-016-0124-9SupplementaryNoDAGittyanthropometricsallergy
Camelo LV, Giatti L, Chor D, Griep RH, Benseñor IM, Santos IS, et al.2015Associations of life course socioeconomic position and job stress with carotid intima-media thickness. The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil)Public, Environmental & Occupational Healthlife course socioeconomic positionsubclinical atherosclerosis in adulthoodNon-open access7Social Science & Medicine14191–99AppliedCamelo LV, Giatti L, Chor D, Griep RH, Benseñor IM, Santos IS, et al. Associations of life course socioeconomic position and job stress with carotid intima-media thickness. The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). Soc Sci Med. 2015;141:91–9. doi:10.1016/j.socscimed.2015.07.032.http://www.doi.org/10.1016/j.socscimed.2015.07.032Main textYesOthersocioeconomic statuscardiovascular disease
Campbell C, Douglas A, Williams L, Cezard G, Brewster DH, Buchanan D, et al.2020Are there ethnic and religious variations in uptake of bowel cancer screening? A retrospective cohort study among 1.7 million people in ScotlandMultidisciplinaryethnicitybowel screening uptakeOpen access9BMJ Open1010e037011AppliedCampbell C, Douglas A, Williams L, Cezard G, Brewster DH, Buchanan D, et al. Are there ethnic and religious variations in uptake of bowel cancer screening? A retrospective cohort study among 1.7 million people in Scotland. BMJ Open. 2020;10:e037011. doi:10.1136/bmjopen-2020-037011.http://www.doi.org/10.1136/bmjopen-2020-037011SupplementaryNoDAGittyethnicitycancer screening
Carlson KF, Gerberich SG, Church TR, Ryan AD, Alexander BH, Mongin SJ, et al.2005Tractor-related injuries: a population-based study of a five-state region in the MidwestPublic, Environmental & Occupational Healthrisk factorstractor-related injuriesNon-open access9American Journal of Industrial Medicine473254–264AppliedCarlson KF, Gerberich SG, Church TR, Ryan AD, Alexander BH, Mongin SJ, et al. Tractor-related injuries: a population-based study of a five-state region in the Midwest. Am J Ind Med. 2005;47:254–64. doi:10.1002/ajim.20135.http://www.doi.org/10.1002/ajim.20135Main textNoOtherrisk factorsinjury
Carslake D, Tynelius P, van den Berg GJ, Davey Smith G.2019Associations of parental age with offspring all-cause and cause-specific adult mortalityMultidisciplinaryparental age and offspring date of birthmortalityOpen access7Scientific Reports9117097AppliedCarslake D, Tynelius P, van den Berg GJ, Davey Smith G. Associations of parental age with offspring all-cause and cause-specific adult mortality. Scientific Reports. 2019;9:17097. doi:10.1038/s41598-019-52853-8.http://www.doi.org/10.1038/s41598-019-52853-8Main textNoOtheragedeath
Casas M, Forns J, Martínez D, Avella-García C, Valvi D, Ballesteros-Gómez A, et al.2015Exposure to bisphenol A during pregnancy and child neuropsychological development in the INMA-Sabadell cohortPublic, Environmental & Occupational Healthprenatal bisphenol A (BPA)child neuropsychological developmentNon-open access15Environmental Research142671–679AppliedCasas M, Forns J, Martínez D, Avella-García C, Valvi D, Ballesteros-Gómez A, et al. Exposure to bisphenol A during pregnancy and child neuropsychological development in the INMA-Sabadell cohort. Environ Res. 2015;142:671–9. doi:10.1016/j.envres.2015.07.024.http://www.doi.org/10.1016/j.envres.2015.07.024SupplementaryNoDAGittychemical exposurecognitive function
Chan DJ, Furner V, Smith DE, Dronavalli M, Bopage RI, Post JJ, Bhardwaj AK.2018Non-AIDS complexity amongst patients living with HIV in Sydney: risk factors and health outcomesImmunology and Allergyrisk factorsHIV adverse health outcomes: CD4 count, genotypic resistance, hospital admission, ART adherence and co-morbidity scoreOpen access16AIDS Research and Therapy1516AppliedChan DJ, Furner V, Smith DE, Dronavalli M, Bopage RI, Post JJ, Bhardwaj AK. Non-AIDS complexity amongst patients living with HIV in Sydney: risk factors and health outcomes. AIDS Res Ther. 2018;15:6. doi:10.1186/s12981-018-0193-z.http://www.doi.org/10.1186/s12981-018-0193-zMain textNoOtherrisk factorsHIV
Chandee T, Lyons VH, Vavilala MS, Krishnamoorthy V, Chaikittisilpa N, Watanitanon A, Lele AV.2017Critical Care Resource Utilization and Outcomes of Children With Moderate Traumatic Brain InjuryCritical Care MedicineAge; Male; ED GCS; Injury Severity Score (ISS); Injury polytrauma; Injury hypotensiondischarge to hospice, skilled nursing facility, long-term acute care, or deathNon-open access12Pediatric Critical Care Medicine18121166–1174AppliedChandee T, Lyons VH, Vavilala MS, Krishnamoorthy V, Chaikittisilpa N, Watanitanon A, Lele AV. Critical Care Resource Utilization and Outcomes of Children With Moderate Traumatic Brain Injury. Pediatr Crit Care Med. 2017;18:1166–74. doi:10.1097/PCC.0000000000001350.http://www.doi.org/10.1097/PCC.0000000000001350SupplementaryNoDAGittyinjurydeath
Chattopadhyay A, Kumar JV, Green EL.2003The New York State Minority Health Survey: determinants of oral health care utilizationDentistry, Oral Surgery & Medicinedental insurance statusvisit to dentistNon-open access10Journal of Public Health Dentistry633158–165AppliedChattopadhyay A, Kumar JV, Green EL. The New York State Minority Health Survey: determinants of oral health care utilization. J Public Health Dent. 2003;63:158–65. doi:10.1111/j.1752-7325.2003.tb03494.x.http://www.doi.org/10.1111/j.1752-7325.2003.tb03494.xMain textNoOtherinsurancedentistry
Chiolero A, Paradis G, Kaufman JS.2014Assessing the possible direct effect of birth weight on childhood blood pressure: a sensitivity analysisPublic, Environmental & Occupational Healthbirth weightblood pressureOpen access6American Journal of Epidemiology17914–11AppliedChiolero A, Paradis G, Kaufman JS. Assessing the possible direct effect of birth weight on childhood blood pressure: a sensitivity analysis. American Journal of Epidemiology. 2014;179:4–11. doi:10.1093/aje/kwt228.http://www.doi.org/10.1093/aje/kwt228Main textYesOtherbirthblood pressure
Chitnis AS, Aparasu RR, Chen H, Kunik ME, Schulz PE, Johnson ML.2016Use of Angiotensin-Converting Enzyme Inhibitors, Angiotensin Receptor Blockers, and Risk of Dementia in Heart FailureGeriatrics, Gerontology & Agingangiotensin-converting enzyme inhibitors; (ACEI)/angiotensin receptor blocker (ARB) usediagnosis of dementiaOpen access5American Journal of Alzheimer's Disease and Other Dementias315395–404AppliedChitnis AS, Aparasu RR, Chen H, Kunik ME, Schulz PE, Johnson ML. Use of Angiotensin-Converting Enzyme Inhibitors, Angiotensin Receptor Blockers, and Risk of Dementia in Heart Failure. Am J Alzheimers Dis Other Demen. 2016;31:395–404. doi:10.1177/1533317515618799.http://www.doi.org/10.1177/1533317515618799Main textNoOtheruse of drugdementia
Chong S, Mazumdar S, Ding D, Morgan G, Comino EJ, Bauman A, Jalaludin B.2019Neighbourhood greenspace and physical activity and sedentary behaviour among older adults with a recent diagnosis of type 2 diabetes: a prospective analysisMultidisciplinaryneighbourhood greenspacephysical activity and sittingOpen access7BMJ Open911e028947AppliedChong S, Mazumdar S, Ding D, Morgan G, Comino EJ, Bauman A, Jalaludin B. Neighbourhood greenspace and physical activity and sedentary behaviour among older adults with a recent diagnosis of type 2 diabetes: a prospective analysis. BMJ Open. 2019;9:e028947. doi:10.1136/bmjopen-2019-028947.http://www.doi.org/10.1136/bmjopen-2019-028947Main textYesOthergreenness of environmentphysical activity
Chung RY-N, Chung GK-K, Gordon D, Mak JK-L, Zhang L-F, Chan D, et al.2020Housing affordability effects on physical and mental health: household survey in a population with the world's greatest housing affordability stressPublic, Environmental & Occupational Healthhousing affordabilityphysical and mental health statusOpen access4Journal of Epidemiology and Community Health742164–172AppliedChung RY-N, Chung GK-K, Gordon D, Mak JK-L, Zhang L-F, Chan D, et al. Housing affordability effects on physical and mental health: household survey in a population with the world's greatest housing affordability stress. Journal of Epidemiology and Community Health. 2020;74:164–72. doi:10.1136/jech-2019-212286.http://www.doi.org/10.1136/jech-2019-212286Main textYesOtherpricemental illness
Cirillo M, Cavallo P, Zulli E, Villa R, Veneziano R, Costanzo S, et al.2021Sodium Intake and Proteinuria/Albuminuria in the Population-Observational, Cross-Sectional StudyNutrition & DieteticsSodium IntakeProteinuria/AlbuminuriaOpen access21Nutrients1341255AppliedCirillo M, Cavallo P, Zulli E, Villa R, Veneziano R, Costanzo S, et al. Sodium Intake and Proteinuria/Albuminuria in the Population-Observational, Cross-Sectional Study. Nutrients. 2021;13:1255. doi:10.3390/nu13041255.http://www.doi.org/10.3390/nu13041255SupplementaryYesOtherdieturine test result
Coelho SJDC, Simões VMF, Batista RFL, Ribeiro CCC, Lamy ZC, Lamy-Filho F, et al.2021Birth by cesarean section and mood disorders among adolescents of a birth cohort study in northern BrazilMultidisciplinarychildbirth typemood disorder in adolescenceOpen access19Brazilian Journal of Medical and Biological Research541e10285AppliedCoelho SJDC, Simões VMF, Batista RFL, Ribeiro CCC, Lamy ZC, Lamy-Filho F, et al. Birth by cesarean section and mood disorders among adolescents of a birth cohort study in northern Brazil. Braz J Med Biol Res. 2021;54:e10285. doi:10.1590/1414-431X202010285.http://www.doi.org/10.1590/1414-431X202010285Main textNoDAGittybirthmood disorder
Cook NR, Rosner BA, Hankinson SE, Colditz GA.2009Mammographic screening and risk factors for breast cancerPublic, Environmental & Occupational Healthscreening mammographybreast cancerOpen access5American Journal of Epidemiology170111422–1432AppliedCook NR, Rosner BA, Hankinson SE, Colditz GA. Mammographic screening and risk factors for breast cancer. American Journal of Epidemiology. 2009;170:1422–32. doi:10.1093/aje/kwp304.http://www.doi.org/10.1093/aje/kwp304Main textYesOthercancer screeningcancer
Cook NR.2013Salt: How much less should we eat for health?: Understanding the recent IOM reportMultidisciplinarysodium intakecardiovascular disease (CVD)Open access8Significance1056–10AppliedCook NR. Salt: How much less should we eat for health?: Understanding the recent IOM report. Significance. 2013;10:6–10. doi:10.1111/j.1740-9713.2013.00689.x.http://www.doi.org/10.1111/j.1740-9713.2013.00689.xMain textNoDAGittydietcardiovascular disease
Cowell WJ, Brunst KJ, Malin AJ, Coull BA, Gennings C, Kloog I, et al.2019Prenatal Exposure to PM2.5 and Cardiac Vagal Tone during Infancy: Findings from a Multiethnic Birth CohortPublic, Environmental & Occupational Healthmaternal PM2.5 exposureinfant respiration-corrected respiratory sinus arrhythmia (RSAc)Open access15Environmental Health Perspectives12710107007AppliedCowell WJ, Brunst KJ, Malin AJ, Coull BA, Gennings C, Kloog I, et al. Prenatal Exposure to PM2.5 and Cardiac Vagal Tone during Infancy: Findings from a Multiethnic Birth Cohort. Environmental Health Perspectives. 2019;127:107007. doi:10.1289/EHP4434.http://www.doi.org/10.1289/EHP4434SupplementaryNoDAGittyair pollutionrespiratory
Cunha Figueiredo AC, Trujillo J, Freitas-Vilela AA, Franco-Sena AB, Rebelo F, Cunha GM, et al.2017Association between plasma concentrations of vitamin D metabolites and depressive symptoms throughout pregnancy in a prospective cohort of Brazilian womenPsychiatry, Mental Health & Substance Abusevitamin D concentrationsdepressive symptomsNon-open access19Journal of Psychiatric Research951–8AppliedCunha Figueiredo AC, Trujillo J, Freitas-Vilela AA, Franco-Sena AB, Rebelo F, Cunha GM, et al. Association between plasma concentrations of vitamin D metabolites and depressive symptoms throughout pregnancy in a prospective cohort of Brazilian women. J Psychiatr Res. 2017;95:1–8. doi:10.1016/j.jpsychires.2017.07.009.http://www.doi.org/10.1016/j.jpsychires.2017.07.009SupplementaryNoDAGittyvitamin Ddepression
Cunningham R, Sarfati D, Stanley J, Peterson D, Collings S.2015Cancer survival in the context of mental illness: a national cohort studyPsychiatry, Mental Health & Substance Abusemental illnesscancer survivalOpen access10General Hospital Psychiatry376501–506AppliedCunningham R, Sarfati D, Stanley J, Peterson D, Collings S. Cancer survival in the context of mental illness: a national cohort study. General Hospital Psychiatry. 2015;37:501–6. doi:10.1016/j.genhosppsych.2015.06.003.http://www.doi.org/10.1016/j.genhosppsych.2015.06.003Main textYesOthermental illnessdeath
Curran EA, Kenny LC, Dalman C, Kearney PM, Cryan JF, Dinan TG, Khashan AS.2017Birth by caesarean section and school performance in Swedish adolescents- a population-based studyObstetrics & Gynecologybirth by caesarean sectionschool performanceOpen access13BMC Pregnancy and Childbirth171121AppliedCurran EA, Kenny LC, Dalman C, Kearney PM, Cryan JF, Dinan TG, Khashan AS. Birth by caesarean section and school performance in Swedish adolescents- a population-based study. BMC Pregnancy Childbirth. 2017;17:121. doi:10.1186/s12884-017-1304-x.http://www.doi.org/10.1186/s12884-017-1304-xSupplementaryNoDAGittybirthacademic achievement
Curran EA, Khashan AS, Dalman C, Kenny LC, Cryan JF, Dinan TG, Kearney PM.2016Obstetric mode of delivery and attention-deficit/hyperactivity disorder: a sibling-matched studyPublic, Environmental & Occupational Healthobstetric mode of deliveryattention-deficit/hyperactivity disorderOpen access18International Journal of Epidemiology452532–542AppliedCurran EA, Khashan AS, Dalman C, Kenny LC, Cryan JF, Dinan TG, Kearney PM. Obstetric mode of delivery and attention-deficit/hyperactivity disorder: a sibling-matched study. International Journal of Epidemiology. 2016;45:532–42. doi:10.1093/ije/dyw001.http://www.doi.org/10.1093/ije/dyw001SupplementaryNoDAGittybirthADHD
Dahl JS, Møller JE, Videbæk L, Poulsen MK, Rudbæk TR, Pellikka PA, et al.2012Plasma fibulin-1 is linked to restrictive filling of the left ventricle and to mortality in patients with aortic valve stenosisCardiology & Cardiovascular Medicineplasma fibulin-1cardiovascular (CV) mortalityOpen access14Journal of the American Heart Association16e003889AppliedDahl JS, Møller JE, Videbæk L, Poulsen MK, Rudbæk TR, Pellikka PA, et al. Plasma fibulin-1 is linked to restrictive filling of the left ventricle and to mortality in patients with aortic valve stenosis. J Am Heart Assoc. 2012;1:e003889. doi:10.1161/JAHA.112.003889.http://www.doi.org/10.1161/JAHA.112.003889SupplementaryYesOtherplasma fibulin-1death
Danaei G, García Rodríguez LA, Fernandez Cantero O, Hernán MA.2013Statins and risk of diabetes: an analysis of electronic medical records to evaluate possible bias due to differential survivalEndocrinology, Diabetes and Metabolismstatin therapy at baselinediabetes mellitus by the end of follow-upOpen access4Diabetes Care3651236–1240AppliedDanaei G, García Rodríguez LA, Fernandez Cantero O, Hernán MA. Statins and risk of diabetes: an analysis of electronic medical records to evaluate possible bias due to differential survival. Diabetes Care. 2013;36:1236–40. doi:10.2337/dc12-1756.http://www.doi.org/10.2337/dc12-1756Main textNoOtheruse of drugdiabetes
de Jonge HCC, Azad K, Seward N, Kuddus A, Shaha S, Beard J, et al.2014Determinants and consequences of short birth interval in rural Bangladesh: a cross-sectional studyObstetrics & Gynecologybirth intervaladverse outcome pregnancyOpen access9BMC Pregnancy and Childbirth14427Appliedde Jonge HCC, Azad K, Seward N, Kuddus A, Shaha S, Beard J, et al. Determinants and consequences of short birth interval in rural Bangladesh: a cross-sectional study. BMC Pregnancy Childbirth. 2014;14:427. doi:10.1186/s12884-014-0427-6.http://www.doi.org/10.1186/s12884-014-0427-6SupplementaryNoDAGittybirthpregnancy
Devakumar D, Chaube SS, Wells JCK, Saville NM, Ayres JG, Manandhar DS, et al.2014Effect of antenatal multiple micronutrient supplementation on anthropometry and blood pressure in mid-childhood in Nepal: follow-up of a double-blind randomised controlled trialPublic, Environmental & Occupational Healthantenatal multiple micronutrient supplementationanthropometry; blood pressureOpen access22Lancet Global Health211e654-e663AppliedDevakumar D, Chaube SS, Wells JCK, Saville NM, Ayres JG, Manandhar DS, et al. Effect of antenatal multiple micronutrient supplementation on anthropometry and blood pressure in mid-childhood in Nepal: follow-up of a double-blind randomised controlled trial. Lancet Global Health. 2014;2:e654-e663. doi:10.1016/S2214-109X(14)70314-6.http://www.doi.org/10.1016/S2214-109X(14)70314-6SupplementaryYesOtherdietblood pressure
di Giuseppe R, Kühn T, Hirche F, Buijsse B, Dierkes J, Fritsche A, et al.2015Plasma fibroblast growth factor 23 and risk of cardiovascular disease: results from the EPIC-Germany case-cohort studyPublic, Environmental & Occupational Healthplasma fibroblast growth factor 23cardiovascular diseaseNon-open access12European Journal of Epidemiology302131–141Applieddi Giuseppe R, Kühn T, Hirche F, Buijsse B, Dierkes J, Fritsche A, et al. Plasma fibroblast growth factor 23 and risk of cardiovascular disease: results from the EPIC-Germany case-cohort study. European Journal of Epidemiology. 2015;30:131–41. doi:10.1007/s10654-014-9982-4.http://www.doi.org/10.1007/s10654-014-9982-4Main textYesDAGittysoft tissue disordercardiovascular disease
Droitcourt C, Vittrup I, Dupuy A, Egeberg A, Thyssen JP.2021Risk of systemic infections requiring hospitalization in children with atopic dermatitis: a Danish retrospective nationwide cohort studyDermatologychildhood atopic dermatitissystemic infectionNon-open access9British Journal of Dermatology1851119–129AppliedDroitcourt C, Vittrup I, Dupuy A, Egeberg A, Thyssen JP. Risk of systemic infections requiring hospitalization in children with atopic dermatitis: a Danish retrospective nationwide cohort study. Br J Dermatol. 2021;185:119–29. doi:10.1111/bjd.19825.http://www.doi.org/10.1111/bjd.19825SupplementaryNoDAGittyallergyinfection
Dudukina E, Horváth-Puhó E, Sørensen HT, Ehrenstein V.2021Long-term risk of epilepsy, cerebral palsy and attention-deficit/hyperactivity disorder in children affected by a threatened abortion in uteroPublic, Environmental & Occupational Healththreatened abortion (TAB) in uteroepilepsy, cerebral palsy or attention-deficit/hyperactivity disorderNon-open access31International Journal of EpidemiologyAppliedDudukina E, Horváth-Puhó E, Sørensen HT, Ehrenstein V. Long-term risk of epilepsy, cerebral palsy and attention-deficit/hyperactivity disorder in children affected by a threatened abortion in utero. International Journal of Epidemiology 2021. doi:10.1093/ije/dyab069.http://www.doi.org/10.1093/ije/dyab069SupplementaryNoDAGittypregnancyepilepsy
Dupuis M, Pearl DL, Papadopoulos A.2019Evaluating factors associated with thoughts about self-harm in grade seven and ten students living in CanadaPsychiatry, Mental Health & Substance Abuseall other variablesthoughts about self-harmNon-open access6Mental Health & Prevention1350–57AppliedDupuis M, Pearl DL, Papadopoulos A. Evaluating factors associated with thoughts about self-harm in grade seven and ten students living in Canada. Mental Health & Prevention. 2019;13:50–7. doi:10.1016/j.mhp.2018.12.004.http://www.doi.org/10.1016/j.mhp.2018.12.004Main textYesOtherrisk factorsself-harm
Ellison GTH, Wet T de.2016Poverty, disability and self-reported health amongst residents and migrants in Gauteng, South AfricaPublic, Environmental & Occupational Healthindividual- and household-level characteristicsself-reported healthNon-open access13Annals of Human Biology432131–143AppliedEllison GTH, Wet T de. Poverty, disability and self-reported health amongst residents and migrants in Gauteng, South Africa. Ann Hum Biol. 2016;43:131–43. doi:10.3109/03014460.2016.1147597.http://www.doi.org/10.3109/03014460.2016.1147597Main textNoOtherrisk factorsgeneral health
Emeny RT, Bidlingmaier M, Lacruz ME, Linkohr B, Peters A, Reincke M, Ladwig KH.2014Mind over hormones: sex differences in associations of well-being with IGF-I, IGFBP-3 and physical activity in the KORA-Age studyGeriatrics, Gerontology & Aginginsulin-like growth factor 1 (IGF-I) and IGFBP-3wellbeingNon-open access11Experimental Gerontology5958–64AppliedEmeny RT, Bidlingmaier M, Lacruz ME, Linkohr B, Peters A, Reincke M, Ladwig KH. Mind over hormones: sex differences in associations of well-being with IGF-I, IGFBP-3 and physical activity in the KORA-Age study. Exp Gerontol. 2014;59:58–64. doi:10.1016/j.exger.2014.08.001.http://www.doi.org/10.1016/j.exger.2014.08.001SupplementaryNoDAGittyhormonesgeneral health
Eriksson JW, Bodegard J, Nathanson D, Thuresson M, Nyström T, Norhammar A.2016Sulphonylurea compared to DPP-4 inhibitors in combination with metformin carries increased risk of severe hypoglycemia, cardiovascular events, and all-cause mortalityEndocrinology, Diabetes and Metabolismsulfonylurea (SU)cardiovascular disease (CVD); severe hypoglycemiaOpen access17Diabetes Research and Clinical Practice11739–47AppliedEriksson JW, Bodegard J, Nathanson D, Thuresson M, Nyström T, Norhammar A. Sulphonylurea compared to DPP-4 inhibitors in combination with metformin carries increased risk of severe hypoglycemia, cardiovascular events, and all-cause mortality. Diabetes Research and Clinical Practice. 2016;117:39–47. doi:10.1016/j.diabres.2016.04.055.http://www.doi.org/10.1016/j.diabres.2016.04.055SupplementaryNoDAGittyuse of drugcardiovascular disease
Erkal S, Gerberich SG, Ryan AD, Alexander BH, Renier CM.2009Horse-related injuries among agricultural household members: Regional Rural Injury Study II (RRIS-II)Public, Environmental & Occupational Healthall other variableshorse-related injuryNon-open access10Journal of Rural Health254420–427AppliedErkal S, Gerberich SG, Ryan AD, Alexander BH, Renier CM. Horse-related injuries among agricultural household members: Regional Rural Injury Study II (RRIS-II). J Rural Health. 2009;25:420–7. doi:10.1111/j.1748-0361.2009.00254.x.http://www.doi.org/10.1111/j.1748-0361.2009.00254.xSupplementaryNoOtherrisk factorsinjury
Escobar GA, Burks D, Abate MR, Faramawi MF, Ali AT, Lyons LC, et al.2017Risk of Acute Kidney Injury after Percutaneous Pharmacomechanical Thrombectomy Using AngioJet in Venous and Arterial ThrombosisSurgery & Transplantationlysis procedureacute kidney injury (AKI)Non-open access9Annals of Vascular Surgery42238–245AppliedEscobar GA, Burks D, Abate MR, Faramawi MF, Ali AT, Lyons LC, et al. Risk of Acute Kidney Injury after Percutaneous Pharmacomechanical Thrombectomy Using AngioJet in Venous and Arterial Thrombosis. Ann Vasc Surg. 2017;42:238–45. doi:10.1016/j.avsg.2016.12.018.http://www.doi.org/10.1016/j.avsg.2016.12.018Main textNoDAGittysurgerykidney dsease
Etminan M, Collins GS, Mansournia MA.2020Using Causal Diagrams to Improve the Design and Interpretation of Medical ResearchRespiratory Systemstatin uselung-related mortalityOpen access12Chest1581SS21-S28InstructionalEtminan M, Collins GS, Mansournia MA. Using Causal Diagrams to Improve the Design and Interpretation of Medical Research. Chest. 2020;158:S21-S28. doi:10.1016/j.chest.2020.03.011.http://www.doi.org/10.1016/j.chest.2020.03.011SupplementaryNoDAGittyuse of drugdeath
Evandt J, Oftedal B, Hjertager Krog N, Nafstad P, Schwarze PE, Marit Aasvang G.2017A Population-Based Study on Nighttime Road Traffic Noise and InsomniaRespiratory Systemroad traffic noisesleep disturbancesOpen access8Sleep402AppliedEvandt J, Oftedal B, Hjertager Krog N, Nafstad P, Schwarze PE, Marit Aasvang G. A Population-Based Study on Nighttime Road Traffic Noise and Insomnia. Sleep 2017. doi:10.1093/sleep/zsw055.http://www.doi.org/10.1093/sleep/zsw055Main textNoOthernoisesleep
Evandt J, Oftedal B, Krog NH, Skurtveit S, Nafstad P, Schwarze PE, et al.2017Road traffic noise and registry based use of sleep medicationPublic, Environmental & Occupational Healthroad traffic noisesleep medication useOpen access11Environmental Health161110AppliedEvandt J, Oftedal B, Krog NH, Skurtveit S, Nafstad P, Schwarze PE, et al. Road traffic noise and registry based use of sleep medication. Environ Health. 2017;16:110. doi:10.1186/s12940-017-0330-5.http://www.doi.org/10.1186/s12940-017-0330-5SupplementaryYesOthernoisesleep
Evans-Cheung TC, Campbell F, Yong J, Parslow RC, Feltbower RG.2019HbA1c values and hospital admissions in children and adolescents receiving continuous subcutaneous insulin infusion therapyEndocrinology, Diabetes and Metabolismpre-(continuous subcutaneous insulin infusion (CSII)) HbA1cHbA1c after CSII initiation; post pump hospitalisationNon-open access10Diabetic Medicine36188–95AppliedEvans-Cheung TC, Campbell F, Yong J, Parslow RC, Feltbower RG. HbA1c values and hospital admissions in children and adolescents receiving continuous subcutaneous insulin infusion therapy. Diabet Med. 2019;36:88–95. doi:10.1111/dme.13786.http://www.doi.org/10.1111/dme.13786SupplementaryNoDAGittydiabetesdiabetes
Feda DM, Gerberich SG, Ryan AD, Nachreiner NM, McGovern PM.2010Written violence policies and risk of physical assault against Minnesota educatorsHealth Care Sciences & Serviceswritten violence policiesphysical assaultNon-open access9Journal of Public Health Policy314461–477AppliedFeda DM, Gerberich SG, Ryan AD, Nachreiner NM, McGovern PM. Written violence policies and risk of physical assault against Minnesota educators. J Public Health Policy. 2010;31:461–77. doi:10.1057/jphp.2010.32.http://www.doi.org/10.1057/jphp.2010.32Main textNoOtherviolenceviolence
Ferguson TW, Tangri N.2016Identifying Potential Biases in the Nephrology LiteratureUrology & NephrologyobesitydeathNon-open access5Advances in Chronic Kidney Disease236373–376InstructionalFerguson TW, Tangri N. Identifying Potential Biases in the Nephrology Literature. Advances in Chronic Kidney Disease. 2016;23:373–6. doi:10.1053/j.ackd.2016.11.013.http://www.doi.org/10.1053/j.ackd.2016.11.013Main textNoDAGittybody massdeath
Ferraro AA, Barbieri MA, Da Silva AAM, Grandi C, Cardoso VC, Stein AD, Bettiol H.2017Contributions of relative linear growth and adiposity accretion from birth to adulthood to adult hypertensionMultidisciplinarybody mass index at birth; body mass index in school age; body mass index in adulthood; length at birth; height in school age; height in adulthoodhigh blood pressureOpen access24Scientific Reports718928AppliedFerraro AA, Barbieri MA, Da Silva AAM, Grandi C, Cardoso VC, Stein AD, Bettiol H. Contributions of relative linear growth and adiposity accretion from birth to adulthood to adult hypertension. Scientific Reports. 2017;7:8928. doi:10.1038/s41598-017-09027-1.http://www.doi.org/10.1038/s41598-017-09027-1SupplementaryNoDAGittybody massblood pressure
Filippidis FT, Laverty AA, Hone T, Been JV, Millett C.2017Association of Cigarette Price Differentials With Infant Mortality in 23 European Union CountriesPediatrics, Perinatology and Child Healthtobacco pricesinfant mortalityOpen access17JAMA Pediatrics171111100–1106AppliedFilippidis FT, Laverty AA, Hone T, Been JV, Millett C. Association of Cigarette Price Differentials With Infant Mortality in 23 European Union Countries. JAMA Pediatr. 2017;171:1100–6. doi:10.1001/jamapediatrics.2017.2536.http://www.doi.org/10.1001/jamapediatrics.2017.2536SupplementaryNoOthertobaccodeath
Filteau S, Rehman AM, Yousafzai A, Chugh R, Kaur M, Sachdev HPS, Trilok-Kumar G.2016Associations of vitamin D status, bone health and anthropometry, with gross motor development and performance of school-aged Indian children who were born at term with low birth weightMultidisciplinaryvitamin D status; anthropometry; bone healthmotor performanceOpen access14BMJ Open61e009268AppliedFilteau S, Rehman AM, Yousafzai A, Chugh R, Kaur M, Sachdev HPS, Trilok-Kumar G. Associations of vitamin D status, bone health and anthropometry, with gross motor development and performance of school-aged Indian children who were born at term with low birth weight. BMJ Open. 2016;6:e009268. doi:10.1136/bmjopen-2015-009268.http://www.doi.org/10.1136/bmjopen-2015-009268Main textYesDAGittyvitamin Dchild development
Fleischer NL, Diez Roux AV.2008Using directed acyclic graphs to guide analyses of neighbourhood health effects: an introductionPublic, Environmental & Occupational Healthneighbourhood violencecardiovascular diseaseOpen access7Journal of Epidemiology and Community Health629842–846InstructionalFleischer NL, Diez Roux AV. Using directed acyclic graphs to guide analyses of neighbourhood health effects: an introduction. Journal of Epidemiology and Community Health. 2008;62:842–6. doi:10.1136/jech.2007.067371.http://www.doi.org/10.1136/jech.2007.067371Main textNoOtherviolencecardiovascular disease
Fleitas Alfonzo L, Bentley R, Singh A.2021Home ownership, income and oral health of children in Australia-A population-based studyDentistry, Oral Surgery & MedicineHousehold incomeDental caries/Tooth loss due to dental cariesNon-open access4Community Dentistry and Oral EpidemiologyAppliedFleitas Alfonzo L, Bentley R, Singh A. Home ownership, income and oral health of children in Australia-A population-based study. Community Dentistry and Oral Epidemiology 2021. doi:10.1111/cdoe.12646.http://www.doi.org/10.1111/cdoe.12646Main textYesOtherincomedentistry
Fonseca JM, Silva AAM, Rocha PRH, Batista RLF, Thomaz EBAF, Lamy-Filho F, et al.2021Racial inequality in perinatal outcomes in two Brazilian birth cohortsMultidisciplinarymaternal skin colorlow birth weight; preterm birth; and intrauterine growth restrictionOpen access15Brazilian Journal of Medical and Biological Research541e10120AppliedFonseca JM, Silva AAM, Rocha PRH, Batista RLF, Thomaz EBAF, Lamy-Filho F, et al. Racial inequality in perinatal outcomes in two Brazilian birth cohorts. Braz J Med Biol Res. 2021;54:e10120. doi:10.1590/1414-431X202010120.http://www.doi.org/10.1590/1414-431X202010120Main textNoOtherethnicitybody mass
Forthun I, Lie RT, Strandberg-Larsen K, Solheim MH, Moster D, Wilcox AJ, et al.2020Parental education and the risk of cerebral palsy for children: an evaluation of causalityNeurologyparental educationcerebral palsyOpen access5Developmental Medicine and Child Neurology62101176–1181AppliedForthun I, Lie RT, Strandberg-Larsen K, Solheim MH, Moster D, Wilcox AJ, et al. Parental education and the risk of cerebral palsy for children: an evaluation of causality. Dev Med Child Neurol. 2020;62:1176–81. doi:10.1111/dmcn.14552.http://www.doi.org/10.1111/dmcn.14552SupplementaryYesOthereducationcerebral palsy
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Gagnon J, Lussier M-T, MacGibbon B, Daskalopoulou SS, Bartlett G.2018The Impact of Antidepressant Therapy on Glycemic Control in Canadian Primary Care Patients With Diabetes MellitusNutrition & Dieteticsantidepressant prescriptionblood glucoseOpen access10Frontiers in Nutrition547AppliedGagnon J, Lussier M-T, MacGibbon B, Daskalopoulou SS, Bartlett G. The Impact of Antidepressant Therapy on Glycemic Control in Canadian Primary Care Patients With Diabetes Mellitus. Front Nutr. 2018;5:47. doi:10.3389/fnut.2018.00047.http://www.doi.org/10.3389/fnut.2018.00047Main textNoOtheruse of drugdiabetes
Garcia-Aymerich J, Varraso R, Danaei G, Camargo CA, Hernán MA.2014Incidence of adult-onset asthma after hypothetical interventions on body mass index and physical activity: an application of the parametric g-formulaPublic, Environmental & Occupational Healthhypothetical interventions on body mass index and physical activityadult-onset asthmaOpen access5American Journal of Epidemiology179120–26AppliedGarcia-Aymerich J, Varraso R, Danaei G, Camargo CA, Hernán MA. Incidence of adult-onset asthma after hypothetical interventions on body mass index and physical activity: an application of the parametric g-formula. American Journal of Epidemiology. 2014;179:20–6. doi:10.1093/aje/kwt229.http://www.doi.org/10.1093/aje/kwt229Main textYesOtherphysical activityasthma
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Gaspar FW, Chevrier J, Quirós-Alcalá L, Lipsitt JM, Barr DB, Holland N, et al.2017Levels and Determinants of DDT and DDE Exposure in the VHEMBE CohortPublic, Environmental & Occupational Healthpiped water into home; washing clothes frequency; wet mopping frequency; high fat diet; eating local animal productsserum DDT and DDE levelOpen access23Environmental Health Perspectives1257077006AppliedGaspar FW, Chevrier J, Quirós-Alcalá L, Lipsitt JM, Barr DB, Holland N, et al. Levels and Determinants of DDT and DDE Exposure in the VHEMBE Cohort. Environmental Health Perspectives. 2017;125:77006. doi:10.1289/EHP353.http://www.doi.org/10.1289/EHP353SupplementaryNoOtherhygienetoxicology
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Grice MM, Gerberich SG, Alexander BH, McGovern PM, Ryan AD.2010Past violence and future work-related violence: a case-control study of Minnesota nursesPublic, Environmental & Occupational Healthhistory of physical assault; history of non-physical violencecurrent work-related physical assaultOpen access11Italian Journal of Public Health7241–47AppliedGrice MM, Gerberich SG, Alexander BH, McGovern PM, Ryan AD. Past violence and future work-related violence: a case-control study of Minnesota nurses. Italian Journal of Public Health. 2010;7:41–7.http://www.doi.org/SupplementaryNoOtherviolenceviolence
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Güil-Oumrait N, Valvi D, Garcia-Esteban R, Guxens M, Sunyer J, Torrent M, et al.2021Prenatal exposure to persistent organic pollutants and markers of obesity and cardiometabolic risk in Spanish adolescentsPublic, Environmental & Occupational Healthprenatal exposure to persistent organic pollutants (POPs)child adiposity and cardiometabolic outcomesOpen access16Environment International151106469AppliedGüil-Oumrait N, Valvi D, Garcia-Esteban R, Guxens M, Sunyer J, Torrent M, et al. Prenatal exposure to persistent organic pollutants and markers of obesity and cardiometabolic risk in Spanish adolescents. Environ Int. 2021;151:106469. doi:10.1016/j.envint.2021.106469.http://www.doi.org/10.1016/j.envint.2021.106469SupplementaryNoDAGittychemical exposurebody mass
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Gunathilake R, Oldmeadow C, McEvoy M, Inder KJ, Schofield PW, Nair BR, Attia J.2016The Association Between Obesity and Cognitive Function in Older Persons: How Much Is Mediated by Inflammation, Fasting Plasma Glucose, and Hypertriglyceridemia?Geriatrics, Gerontology & Agingobesitycognition in older persons (ARCS)Open access14Journals of Gerontology. Series A: Biological Sciences and Medical Sciences71121603–1608AppliedGunathilake R, Oldmeadow C, McEvoy M, Inder KJ, Schofield PW, Nair BR, Attia J. The Association Between Obesity and Cognitive Function in Older Persons: How Much Is Mediated by Inflammation, Fasting Plasma Glucose, and Hypertriglyceridemia? J Gerontol A Biol Sci Med Sci. 2016;71:1603–8. doi:10.1093/gerona/glw070.http://www.doi.org/10.1093/gerona/glw070SupplementaryNoDAGittybody masscognitive function
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Haggerty DK, Flaws JA, Li Z, Strakovsky RS.2021Phthalate exposures and one-year change in body mass index across the menopausal transitionPublic, Environmental & Occupational Healthurinary phthalate metaboliteschange in body mass indexNon-open access14Environmental Research194110598AppliedHaggerty DK, Flaws JA, Li Z, Strakovsky RS. Phthalate exposures and one-year change in body mass index across the menopausal transition. Environ Res. 2021;194:110598. doi:10.1016/j.envres.2020.110598.http://www.doi.org/10.1016/j.envres.2020.110598SupplementaryNoDAGittychemical exposurebody mass
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Hartley M, Woolcott CG, Langley JM, Brown MM, Ashley-Martin J, Kuhle S.2020Birth by Caesarean section and otitis media in childhood: a retrospective cohort studyMultidisciplinarybirth by Caesarean sectionotitis mediaOpen access12Scientific Reports1015219AppliedHartley M, Woolcott CG, Langley JM, Brown MM, Ashley-Martin J, Kuhle S. Birth by Caesarean section and otitis media in childhood: a retrospective cohort study. Scientific Reports. 2020;10:5219. doi:10.1038/s41598-020-62229-y.http://www.doi.org/10.1038/s41598-020-62229-yMain textYesOtherbirthinfection
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Herbert RD.2020Controversy and Debate on Meta-epidemiology. Paper 2: Meta-epidemiological studies of bias may themselves be biasedPublic, Environmental & Occupational Healthtype of outcome measureobserved effectNon-open access12Journal of Clinical Epidemiology123127–130InstructionalHerbert RD. Controversy and Debate on Meta-epidemiology. Paper 2: Meta-epidemiological studies of bias may themselves be biased. Journal of Clinical Epidemiology. 2020;123:127–30. doi:10.1016/j.jclinepi.2020.03.024.http://www.doi.org/10.1016/j.jclinepi.2020.03.024Main textNoDAGittyotherother
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Hickson F, Davey C, Reid D, Weatherburn P, Bourne A.2017Mental health inequalities among gay and bisexual men in England, Scotland and Wales: a large community-based cross-sectional surveyPublic, Environmental & Occupational Healthethnicity; age; geography; migrant status; education; living in London;income; people in householdOpen access8Journal of Public Health392266–273AppliedHickson F, Davey C, Reid D, Weatherburn P, Bourne A. Mental health inequalities among gay and bisexual men in England, Scotland and Wales: a large community-based cross-sectional survey. J Public Health (Oxf). 2017;39:266–73. doi:10.1093/pubmed/fdw021.http://www.doi.org/10.1093/pubmed/fdw021Main textNoOtherethnicityincome
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Martin JY, Schiff MA, Weiss NS, Urban RR.2017Racial disparities in the utilization of preventive health services among older women with early-stage endometrial cancer enrolled in MedicareOncology & Cancerrace/ethnicityuse of preventive health serviceOpen access12Cancer Medicine692153–2163AppliedMartin JY, Schiff MA, Weiss NS, Urban RR. Racial disparities in the utilization of preventive health services among older women with early-stage endometrial cancer enrolled in Medicare. Cancer Med. 2017;6:2153–63. doi:10.1002/cam4.1141.http://www.doi.org/10.1002/cam4.1141SupplementaryNoDAGittyethnicityhealth service utilisation
Martinell M, Pingel R, Hallqvist J, Dorkhan M, Groop L, Rosengren A, et al.2017Education, immigration and income as risk factors for hemoglobin A1c 70 mmol/mol when diagnosed with type 2 diabetes or latent autoimmune diabetes in adult: a population-based cohort studyEndocrinology, Diabetes and Metabolismeducation; immigration; incomeHbA1c at type 2 diabetes diagnosisOpen access5BMJ Open Diabetes Research & Care51e000346AppliedMartinell M, Pingel R, Hallqvist J, Dorkhan M, Groop L, Rosengren A, et al. Education, immigration and income as risk factors for hemoglobin A1c 70 mmol/mol when diagnosed with type 2 diabetes or latent autoimmune diabetes in adult: a population-based cohort study. BMJ Open Diabetes Research & Care. 2017;5:e000346. doi:10.1136/bmjdrc-2016-000346.http://www.doi.org/10.1136/bmjdrc-2016-000346Main textYesOthereducationdiabetes
Matser A, Luu N, Geskus R, Heijman T, Heiligenberg M, van Veen M, van der Schim Loeff M.2013Higher Chlamydia trachomatis prevalence in ethnic minorities does not always reflect higher sexual risk behaviourMultidisciplinaryethnicitychlamydia diagnosisOpen access6PLOS ONE86e67287AppliedMatser A, Luu N, Geskus R, Heijman T, Heiligenberg M, van Veen M, van der Schim Loeff M. Higher Chlamydia trachomatis prevalence in ethnic minorities does not always reflect higher sexual risk behaviour. PLOS ONE. 2013;8:e67287. doi:10.1371/journal.pone.0067287.http://www.doi.org/10.1371/journal.pone.0067287Main textYesOtherethnicityinfection
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McBain-Miller J, Scurrah KJ, Mathews JD.2020Assessing a recent South Korean cohort study of cancer risk following diagnostic radiation exposure at younger agesSurgery & Transplantationmedical radiation exposurecancerOpen access4Quantitative Imaging in Medicine and Surgery102541–548InstructionalMcBain-Miller J, Scurrah KJ, Mathews JD. Assessing a recent South Korean cohort study of cancer risk following diagnostic radiation exposure at younger ages. Quant Imaging Med Surg. 2020;10:541–8. doi:10.21037/qims.2020.01.05.http://www.doi.org/10.21037/qims.2020.01.05Main textNoOtherradiation exposurecancer
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Moffa G, Catone G, Kuipers J, Kuipers E, Freeman D, Marwaha S, et al.2017Using Directed Acyclic Graphs in Epidemiological Research in Psychosis: An Analysis of the Role of Bullying in PsychosisPsychiatry, Mental Health & Substance Abusebullyingpsychotic symptomsOpen access9Schizophrenia Bulletin4361273–1279InstructionalMoffa G, Catone G, Kuipers J, Kuipers E, Freeman D, Marwaha S, et al. Using Directed Acyclic Graphs in Epidemiological Research in Psychosis: An Analysis of the Role of Bullying in Psychosis. Schizophrenia Bulletin. 2017;43:1273–9. doi:10.1093/schbul/sbx013.http://www.doi.org/10.1093/schbul/sbx013Main textNoOtherbullyingpsychosis
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Ngueta G, Abdous B, Tardif R, St-Laurent J, Levallois P.2016Use of a Cumulative Exposure Index to Estimate the Impact of Tap Water Lead Concentration on Blood Lead Levels in 1- to 5-Year-Old Children (Montréal, Canada)Public, Environmental & Occupational Healthcumulative water lead (Pb) exposure indexblood lead levelOpen access18Environmental Health Perspectives1243388–395AppliedNgueta G, Abdous B, Tardif R, St-Laurent J, Levallois P. Use of a Cumulative Exposure Index to Estimate the Impact of Tap Water Lead Concentration on Blood Lead Levels in 1- to 5-Year-Old Children (Montréal, Canada). Environmental Health Perspectives. 2016;124:388–95. doi:10.1289/ehp.1409144.http://www.doi.org/10.1289/ehp.1409144SupplementaryNoOtherchemical exposuretoxicology
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Reiner AM, Gerberich SG, Ryan AD, Mandel J.2016Large Machinery-Related Agricultural Injuries Across a Five-State Region in the MidwestPublic, Environmental & Occupational Healthall other variableslarge machinery-related injuryNon-open access9Journal of Occupational and Environmental Medicine582154–161AppliedReiner AM, Gerberich SG, Ryan AD, Mandel J. Large Machinery-Related Agricultural Injuries Across a Five-State Region in the Midwest. J Occup Environ Med. 2016;58:154–61. doi:10.1097/JOM.0000000000000584.http://www.doi.org/10.1097/JOM.0000000000000584Main textNoOtherrisk factorsinjury
Ribeiro CCC, Da Silva MCB, Nunes AMM, Thomaz EBdAF, Carmo CDS, Ribeiro MRC, Da Silva AAM.2017Overweight, obese, underweight, and frequency of sugar consumption as risk indicators for early childhood caries in Brazilian preschool childrenDentistry, Oral Surgery & Medicineoverweigth or obese; underweightearly childhood cariesNon-open access7International Journal of Paediatric Dentistry276532–539AppliedRibeiro CCC, Da Silva MCB, Nunes AMM, Thomaz EBdAF, Carmo CDS, Ribeiro MRC, Da Silva AAM. Overweight, obese, underweight, and frequency of sugar consumption as risk indicators for early childhood caries in Brazilian preschool children. Int J Paediatr Dent. 2017;27:532–9. doi:10.1111/ipd.12292.http://www.doi.org/10.1111/ipd.12292Main textNoDAGittybody massdentistry
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Rozemeijer K, Le Cessie S, van Hylckama Vlieg A, Rosendaal FR, Vandenbroucke JP, Poole C, Cannegieter SC.2017Exposure Opportunity: The Advantages of Including Men in Analyses of Female-Related Risk FactorsPublic, Environmental & Occupational Healthoral contraceptive usevenous thrombosisOpen access4American Journal of Epidemiology18510965–973InstructionalRozemeijer K, Le Cessie S, van Hylckama Vlieg A, Rosendaal FR, Vandenbroucke JP, Poole C, Cannegieter SC. Exposure Opportunity: The Advantages of Including Men in Analyses of Female-Related Risk Factors. American Journal of Epidemiology. 2017;185:965–73. doi:10.1093/aje/kww193.http://www.doi.org/10.1093/aje/kww193Main textNoOtheruse of drugvenous thrombosis
Rumball-Smith J, Blakely T, Sarfati D, Hider P.2013The mismeasurement of quality by readmission rate: how blunt is too blunt an instrument?: a quantitative bias analysisHealth Care Sciences & Servicesethnicityrate of hospital readmission as proxy for hospital quality of careNon-open access10Medical Care515418–424InstructionalRumball-Smith J, Blakely T, Sarfati D, Hider P. The mismeasurement of quality by readmission rate: how blunt is too blunt an instrument?: a quantitative bias analysis. Medical Care. 2013;51:418–24. doi:10.1097/MLR.0b013e31828d1275.http://www.doi.org/10.1097/MLR.0b013e31828d1275Main textYesOtherethnicityhospital readmission
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Samson ME, Adams SA, Orekoya O, Hebert JR.2016Understanding the Association of Type 2 Diabetes Mellitus in Breast Cancer Among African American and European American Populations in South CarolinaPsychiatry, Mental Health & Substance Abusediabetesbreast cancer stageNon-open access6Journal of Racial and Ethnic Health Disparities33546–554AppliedSamson ME, Adams SA, Orekoya O, Hebert JR. Understanding the Association of Type 2 Diabetes Mellitus in Breast Cancer Among African American and European American Populations in South Carolina. J Racial Ethn Health Disparities. 2016;3:546–54. doi:10.1007/s40615-015-0173-0.http://www.doi.org/10.1007/s40615-015-0173-0Main textNoDAGittydiabetescancer
Sanni Ali M, Groenwold RHH, Pestman WR, Belitser SV, Hoes AW, Boer A de, Klungel OH.2013Time-dependent propensity score and collider-stratification bias: an example of beta2-agonist use and the risk of coronary heart diseasePublic, Environmental & Occupational Healthinhaled short- and long-acting beta2-agonistcoronary heart diseaseNon-open access6European Journal of Epidemiology284291–299InstructionalSanni Ali M, Groenwold RHH, Pestman WR, Belitser SV, Hoes AW, Boer A de, Klungel OH. Time-dependent propensity score and collider-stratification bias: an example of beta2-agonist use and the risk of coronary heart disease. European Journal of Epidemiology. 2013;28:291–9. doi:10.1007/s10654-013-9766-2.http://www.doi.org/10.1007/s10654-013-9766-2Main textNoOtheruse of drugcardiovascular diseasecollider bias;
Scazufca M, Menezes PR, Araya R, Di Rienzo VD, Almeida OP, Gunnell D, Lawlor DA.2008Risk factors across the life course and dementia in a Brazilian population: results from the Sao Paulo Ageing & Health Study (SPAH)Public, Environmental & Occupational Healthearly life socioeconomic positiondementiaOpen access7International Journal of Epidemiology374879–890AppliedScazufca M, Menezes PR, Araya R, Di Rienzo VD, Almeida OP, Gunnell D, Lawlor DA. Risk factors across the life course and dementia in a Brazilian population: results from the Sao Paulo Ageing & Health Study (SPAH). International Journal of Epidemiology. 2008;37:879–90. doi:10.1093/ije/dyn125.http://www.doi.org/10.1093/ije/dyn125Main textYesOthersocioeconomic statusdementia
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Shoaff J, Papandonatos GD, Calafat AM, Ye X, Chen A, Lanphear BP, et al.2017Early-Life Phthalate Exposure and Adiposity at 8 Years of AgePublic, Environmental & Occupational Healthphthalate exposureadiposity at age 8Open access13Environmental Health Perspectives1259097008AppliedShoaff J, Papandonatos GD, Calafat AM, Ye X, Chen A, Lanphear BP, et al. Early-Life Phthalate Exposure and Adiposity at 8 Years of Age. Environmental Health Perspectives. 2017;125:97008. doi:10.1289/EHP1022.http://www.doi.org/10.1289/EHP1022SupplementaryYesOtherchemical exposurebody mass
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Sluijs I, Beulens JWJ, van der A DL, Spijkerman AMW, Schulze MB, van der Schouw YT.2013Plasma uric acid is associated with increased risk of type 2 diabetes independent of diet and metabolic risk factorsNutrition & Dieteticsplasma uric acidtype 2 diabetesOpen access10Journal of Nutrition143180–85AppliedSluijs I, Beulens JWJ, van der A DL, Spijkerman AMW, Schulze MB, van der Schouw YT. Plasma uric acid is associated with increased risk of type 2 diabetes independent of diet and metabolic risk factors. J Nutr. 2013;143:80–5. doi:10.3945/jn.112.167221.http://www.doi.org/10.3945/jn.112.167221SupplementaryNoOthermetabolic disorderdiabetes
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Solmi F, Hayes JF, Lewis G, Kirkbride JB.2017Curiosity killed the cat: no evidence of an association between cat ownership and psychotic symptoms at ages 13 and 18 years in a UK general population cohortPsychiatry, Mental Health & Substance Abusecat ownership in pregnancypsychotic experiences at age 13 or 18 yearsOpen access16Psychological Medicine4791659–1667AppliedSolmi F, Hayes JF, Lewis G, Kirkbride JB. Curiosity killed the cat: no evidence of an association between cat ownership and psychotic symptoms at ages 13 and 18 years in a UK general population cohort. Psychol Med. 2017;47:1659–67. doi:10.1017/S0033291717000125.http://www.doi.org/10.1017/S0033291717000125SupplementaryNoDAGittypregnancypsychosis
Spry E, Moreno-Betancur M, Becker D, Romaniuk H, Carlin JB, Molyneaux E, et al.2020Maternal mental health and infant emotional reactivity: a 20-year two-cohort study of preconception and perinatal exposuresPsychiatry, Mental Health & Substance Abusematernal preconception mental disorderinfant emotional reactivityNon-open access6Psychological Medicine505827–837AppliedSpry E, Moreno-Betancur M, Becker D, Romaniuk H, Carlin JB, Molyneaux E, et al. Maternal mental health and infant emotional reactivity: a 20-year two-cohort study of preconception and perinatal exposures. Psychol Med. 2020;50:827–37. doi:10.1017/S0033291719000709.http://www.doi.org/10.1017/S0033291719000709Main textNoOthermental illnessperinatal
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Staplin N, Herrington WG, Judge PK, Reith CA, Haynes R, Landray MJ, et al.2017Use of Causal Diagrams to Inform the Design and Interpretation of Observational Studies: An Example from the Study of Heart and Renal Protection (SHARP)Urology & Nephrologysmoking statusend-stage renal diseaseOpen access9Clinical Journal of the American Society of Nephrology123546–552InstructionalStaplin N, Herrington WG, Judge PK, Reith CA, Haynes R, Landray MJ, et al. Use of Causal Diagrams to Inform the Design and Interpretation of Observational Studies: An Example from the Study of Heart and Renal Protection (SHARP). Clin J Am Soc Nephrol. 2017;12:546–52. doi:10.2215/CJN.02430316.http://www.doi.org/10.2215/CJN.02430316Main textYesOthertobaccokidney dsease
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Stevens A, Hamel C, Singh K, Ansari MT, Myers E, Ziegler P, et al.2014Do sugar-sweetened beverages cause adverse health outcomes in children? A systematic review protocolMultidisciplinarysugar-sweetened beveragesoverweight or obesity; prediabetes or diabetes; fracture; academic achievementOpen access41Systematic Reviews3196AppliedStevens A, Hamel C, Singh K, Ansari MT, Myers E, Ziegler P, et al. Do sugar-sweetened beverages cause adverse health outcomes in children? A systematic review protocol. Systematic Reviews. 2014;3:96. doi:10.1186/2046-4053-3-96.http://www.doi.org/10.1186/2046-4053-3-96SupplementaryNoDAGittydietbody mass
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Swain CTV, Nguyen NH, Eagles T, Vallance JK, Boyle T, Lahart IM, Lynch BM.2020Postdiagnosis sedentary behavior and health outcomes in cancer survivors: A systematic review and meta-analysisOncology & Cancerpostdiagnosis sedentary behaviormortality; patient-reported outcomes; anthropometryOpen access15Cancer1264861–869AppliedSwain CTV, Nguyen NH, Eagles T, Vallance JK, Boyle T, Lahart IM, Lynch BM. Postdiagnosis sedentary behavior and health outcomes in cancer survivors: A systematic review and meta-analysis. Cancer. 2020;126:861–9. doi:10.1002/cncr.32578.http://www.doi.org/10.1002/cncr.32578SupplementaryYesDAGittyphysical activitydeath
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Tetta C, Rocca M, Salone M, Longhi A, Ferrari C, Londero F, et al.2021Predictors of lung recurrence and disease-specific mortality after pulmonary metastasectomy for soft tissue sarcomaOncology & Cancerall other variableslung metastasis recurrence; lung metastasis-specific mortalityNon-open access28Surgical Oncology37101532AppliedTetta C, Rocca M, Salone M, Longhi A, Ferrari C, Londero F, et al. Predictors of lung recurrence and disease-specific mortality after pulmonary metastasectomy for soft tissue sarcoma. Surg Oncol. 2021;37:101532. doi:10.1016/j.suronc.2021.101532.http://www.doi.org/10.1016/j.suronc.2021.101532Main textNoDAGittyrisk factorscancer
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Upson K, Sathyanarayana S, Roos AJ de, Thompson ML, Scholes D, Dills R, Holt VL.2013Phthalates and risk of endometriosisPublic, Environmental & Occupational Healthurinary phthalate metabolitesendometriosisNon-open access11Environmental Research12691–97AppliedUpson K, Sathyanarayana S, Roos AJ de, Thompson ML, Scholes D, Dills R, Holt VL. Phthalates and risk of endometriosis. Environ Res. 2013;126:91–7. doi:10.1016/j.envres.2013.07.003.http://www.doi.org/10.1016/j.envres.2013.07.003SupplementaryNoOtherchemical exposureendometriosis
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van der Hoek-Snieders HEM, Boymans M, Sorgdrager B, Dreschler WA.2020Factors influencing the need for recovery in employees with hearing loss: a cross-sectional study of health administrative dataPublic, Environmental & Occupational Healthall other variablesneed for recoveryOpen access15International Archives of Occupational and Environmental Health9381023–1035Appliedvan der Hoek-Snieders HEM, Boymans M, Sorgdrager B, Dreschler WA. Factors influencing the need for recovery in employees with hearing loss: a cross-sectional study of health administrative data. Int Arch Occup Environ Health. 2020;93:1023–35. doi:10.1007/s00420-020-01556-z.http://www.doi.org/10.1007/s00420-020-01556-zMain textNoOtherrisk factorshearing
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Wang Y, Meng T, Ruan G, Zheng S, Zhu J, Cen H, et al.2021Associations of blood pressure and arterial stiffness with knee cartilage volume in patients with knee osteoarthritisRheumatologyblood pressure; arterial stiffnessknee cartilage volumeNon-open access3RheumatologyAppliedWang Y, Meng T, Ruan G, Zheng S, Zhu J, Cen H, et al. Associations of blood pressure and arterial stiffness with knee cartilage volume in patients with knee osteoarthritis. Rheumatology (Oxford) 2021. doi:10.1093/rheumatology/keab092.http://www.doi.org/10.1093/rheumatology/keab092SupplementaryYesOtherblood pressureosteoarthritis
Warensjö Lemming E, Byberg L, Höijer J, Larsson SC, Wolk A, Michaëlsson K.2021Combinations of dietary calcium intake and mediterranean-style diet on risk of hip fracture: A longitudinal cohort study of 82,000 women and menNutrition & Dieteticsdietary calcium intake; mediterranean-style diethip fractureOpen access25Clinical Nutrition4064161–4170AppliedWarensjö Lemming E, Byberg L, Höijer J, Larsson SC, Wolk A, Michaëlsson K. Combinations of dietary calcium intake and mediterranean-style diet on risk of hip fracture: A longitudinal cohort study of 82,000 women and men. Clin Nutr. 2021;40:4161–70. doi:10.1016/j.clnu.2021.01.043.http://www.doi.org/10.1016/j.clnu.2021.01.043SupplementaryNoDAGittydietinjury
Watson JA, Leopold SJ, Simpson JA, Day NP, Dondorp AM, White NJ.2019Collider bias and the apparent protective effect of glucose-6-phosphate dehydrogenase deficiency on cerebral malariaMultidisciplinaryglucose-6-phosphate dehydrogenase deficiencycerebral malariaOpen access4eLife8InstructionalWatson JA, Leopold SJ, Simpson JA, Day NP, Dondorp AM, White NJ. Collider bias and the apparent protective effect of glucose-6-phosphate dehydrogenase deficiency on cerebral malaria. Elife 2019. doi:10.7554/eLife.43154.http://www.doi.org/10.7554/eLife.43154Main textNoOthermetabolic disorderinfection
Wei C, Cheung DH, Yan H, Li J, Shi L, Raymond HF.2016The Impact of Homophobia and HIV Stigma on HIV Testing Uptake Among Chinese Men Who Have Sex With Men: a Mediation AnalysisImmunology and Allergyhomophobia; HIV stigmaHIV testingOpen access3Journal of Acquired Immune Deficiency Syndromes71187–93AppliedWei C, Cheung DH, Yan H, Li J, Shi L, Raymond HF. The Impact of Homophobia and HIV Stigma on HIV Testing Uptake Among Chinese Men Who Have Sex With Men: a Mediation Analysis. J Acquir Immune Defic Syndr. 2016;71:87–93. doi:10.1097/QAI.0000000000000815.http://www.doi.org/10.1097/QAI.0000000000000815Main textNoOtherHIVscreeningmediation analysis;
Weisskopf MG, Kioumourtzoglou M-A, Roberts AL.2015Air Pollution and Autism Spectrum Disorders: Causal or Confounded?Public, Environmental & Occupational Healthair pollutionautism spectrum disordersOpen access8Current Environmental Health Reports24430–439InstructionalWeisskopf MG, Kioumourtzoglou M-A, Roberts AL. Air Pollution and Autism Spectrum Disorders: Causal or Confounded? Curr Environ Health Rep. 2015;2:430–9. doi:10.1007/s40572-015-0073-9.http://www.doi.org/10.1007/s40572-015-0073-9Main textNoOtherair pollutionautism
Weyde KV, Krog NH, Oftedal B, Evandt J, Magnus P, Øverland S, et al.2017Nocturnal Road Traffic Noise Exposure and Children's Sleep Duration and Sleep ProblemsPublic, Environmental & Occupational Healthroad traffic noisesleep durationOpen access13International Journal of Environmental Research and Public Health145AppliedWeyde KV, Krog NH, Oftedal B, Evandt J, Magnus P, Øverland S, et al. Nocturnal Road Traffic Noise Exposure and Children's Sleep Duration and Sleep Problems. Int J Environ Res Public Health 2017. doi:10.3390/ijerph14050491.http://www.doi.org/10.3390/ijerph14050491SupplementaryNoDAGittynoisesleep
Weyde KV, Krog NH, Oftedal B, Magnus P, Øverland S, Stansfeld S, et al.2017Road traffic noise and children's inattentionPublic, Environmental & Occupational Healthroad traffic noisechildren’s inattentionOpen access15Environmental Health161127AppliedWeyde KV, Krog NH, Oftedal B, Magnus P, Øverland S, Stansfeld S, et al. Road traffic noise and children's inattention. Environ Health. 2017;16:127. doi:10.1186/s12940-017-0337-y.http://www.doi.org/10.1186/s12940-017-0337-ySupplementaryNoDAGittynoiseADHD
Williams A, Lee H, Kamper SJ, O'Brien KM, Wiggers J, Wolfenden L, et al.2019Causal mechanisms of a healthy lifestyle intervention for patients with musculoskeletal pain who are overweight or obeseRehabilitationhealthy lifestyle interventionpain intensity/disability/QoL – physical/QoL – mentalNon-open access4Clinical Rehabilitation3361088–1097AppliedWilliams A, Lee H, Kamper SJ, O'Brien KM, Wiggers J, Wolfenden L, et al. Causal mechanisms of a healthy lifestyle intervention for patients with musculoskeletal pain who are overweight or obese. Clin Rehabil. 2019;33:1088–97. doi:10.1177/0269215519831419.http://www.doi.org/10.1177/0269215519831419Main textYesOtherlifestyle interventionpain
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Yang M, Chen H, Johnson ML, Essien EJ, Peters RJ, Wu I-H, Abughosh SM.2015Comparison of Diabetes Risk Following Smoking Cessation Treatment Using Varenicline Versus Bupropion Among Obese SmokersPsychiatry, Mental Health & Substance Abusesmoking cessationtype 2 diabetesNon-open access7Substance Use & Misuse50131628–1637AppliedYang M, Chen H, Johnson ML, Essien EJ, Peters RJ, Wu I-H, Abughosh SM. Comparison of Diabetes Risk Following Smoking Cessation Treatment Using Varenicline Versus Bupropion Among Obese Smokers. Substance Use & Misuse. 2015;50:1628–37. doi:10.3109/10826084.2015.1023457.http://www.doi.org/10.3109/10826084.2015.1023457Main textNoDAGittytobaccodiabetes
Yoon D, Lee J-H, Lee H, Shin J-Y.2021Association between human papillomavirus vaccination and serious adverse events in South Korean adolescent girls: nationwide cohort studyMultidisciplinaryhuman papillomavirus vaccinationserious adverse eventsOpen access12BMJ372m4931AppliedYoon D, Lee J-H, Lee H, Shin J-Y. Association between human papillomavirus vaccination and serious adverse events in South Korean adolescent girls: nationwide cohort study. BMJ. 2021;372:m4931. doi:10.1136/bmj.m4931.http://www.doi.org/10.1136/bmj.m4931SupplementaryNoDAGittyvaccinationdrug side effects
Zhang H, García Rodríguez LA, Hernández-Díaz S.2008Antibiotic use and the risk of lung cancerOncology & Canceruse of antibioticslung cancer; cancer diagnosisOpen access5Cancer Epidemiology, Biomarkers & Prevention1761308–1315AppliedZhang H, García Rodríguez LA, Hernández-Díaz S. Antibiotic use and the risk of lung cancer. Cancer Epidemiol Biomarkers Prev. 2008;17:1308–15. doi:10.1158/1055-9965.EPI-07-2817.http://www.doi.org/10.1158/1055-9965.EPI-07-2817Main textNoOtheruse of drugcancer
Zhang X, Mumford SL, Cnattingius S, Schisterman EF, Kramer MS.2010Reduced birthweight in short or primiparous mothers: physiological or pathological?Obstetrics & Gynecologyshort or primiparous mothersperinatal mortalityNon-open access3BJOG117101248–1254AppliedZhang X, Mumford SL, Cnattingius S, Schisterman EF, Kramer MS. Reduced birthweight in short or primiparous mothers: physiological or pathological? BJOG. 2010;117:1248–54. doi:10.1111/j.1471-0528.2010.02642.x.http://www.doi.org/10.1111/j.1471-0528.2010.02642.xMain textYesOtherpregnancydeath
Zhong Q-Y, Gelaye B, VanderWeele TJ, Sanchez SE, Williams MA.2018Causal Model of the Association of Social Support With Antepartum Depression: A Marginal Structural Modeling ApproachPublic, Environmental & Occupational Healthlow social supportantepartum depressionOpen access5American Journal of Epidemiology18791871–1879AppliedZhong Q-Y, Gelaye B, VanderWeele TJ, Sanchez SE, Williams MA. Causal Model of the Association of Social Support With Antepartum Depression: A Marginal Structural Modeling Approach. American Journal of Epidemiology. 2018;187:1871–9. doi:10.1093/aje/kwy067.http://www.doi.org/10.1093/aje/kwy067Main textYesOthersocial factorsdepression
Zhou Y, Bui DS, Perret JL, Lowe AJ, Lodge CJ, Markevych I, et al.2021Greenness may improve lung health in low-moderate but not high air pollution areas: Seven Northeastern Cities' studyRespiratory Systemschool greennesslung functionNon-open access7ThoraxAppliedZhou Y, Bui DS, Perret JL, Lowe AJ, Lodge CJ, Markevych I, et al. Greenness may improve lung health in low-moderate but not high air pollution areas: Seven Northeastern Cities' study. Thorax 2021. doi:10.1136/thoraxjnl-2020-214767.http://www.doi.org/10.1136/thoraxjnl-2020-214767SupplementaryYesOthergreenness of environmentrespiratory
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1 139 articles are included in the review article: Tennant PWG, Murray EJ, Arnold KF, et al. Use of directed acyclic graphs (DAGs) to identify confounders in applied health research: review and recommendations. International Journal of Epidemiology. 2021;50(2):620-632. doi:10.1093/ije/dyaa213

2 Instructional articles are included if they have a good example causal diagram, but most are applied research articles


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