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Commit 45a8696e authored by Azadpour, Elmera's avatar Azadpour, Elmera
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add evidence and agreement bins for determinant agg data

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1 merge request!12Add disaggregated census data/maps
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2_process.R
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......@@ -33,7 +33,15 @@ p2_targets <- list(
p2_unc_agg_summary |>
left_join(p2_top_trend_stats) |>
# level of agreement is the max percent of studies in agreement
dplyr::mutate(level_agreement = 100*(sig_value/evidence_val)) |>
dplyr::mutate(level_agreement = 100*(sig_value/evidence_val),
evidence_bin = case_when(
evidence_val < 5 ~ "Small",
between(evidence_val, 5, 9) ~ "Medium",
evidence_val >= 10 ~ "Large"),
agreement_bin = case_when(
level_agreement < 50 ~ "Low",
between(level_agreement, 51, 74) ~ "Medium",
level_agreement > 74 ~ "High")) |>
readr::write_csv('2_process/out/determinant_uncertainty.csv')
),
......
2_process/out/determinant_uncertainty.csv
+ 59
− 59
View file @ 45a8696e
dimension,determinant,pos_related_total,neg_related_total,unrelated_total,unk_direction_total,evidence_val,sig_name,sig_value,level_agreement
Demographic characteristics,Age,28,5,0,3,36,pos_related_total,28,77.77777777777779
Demographic characteristics,Citizenship,1,2,0,0,3,neg_related_total,2,66.66666666666666
Demographic characteristics,Ethnicity and race,44,11,0,3,58,pos_related_total,44,75.86206896551724
Demographic characteristics,Family structure,9,2,0,1,12,pos_related_total,9,75
Demographic characteristics,Gender,9,1,0,0,10,pos_related_total,9,90
Demographic characteristics,Group facilities,1,0,0,0,1,pos_related_total,1,100
Demographic characteristics,Language proficiency,8,2,0,0,10,pos_related_total,8,80
Demographic characteristics,Migration,5,3,0,0,8,pos_related_total,5,62.5
Demographic characteristics,Political inclination,1,1,0,0,2,pos_related_total,1,50
Demographic characteristics,Political inclination,1,1,0,0,2,neg_related_total,1,50
Demographic characteristics,Social dependence,5,0,0,0,5,pos_related_total,5,100
Demographic characteristics,Special needs/ disabilities,2,0,0,0,2,pos_related_total,2,100
Exposure,# Of events,3,0,0,0,3,pos_related_total,3,100
Exposure,Exposed areas / facilities,13,3,0,6,22,pos_related_total,13,59.09090909090909
Exposure,Exposed population,7,0,0,0,7,pos_related_total,7,100
Exposure,Hazard extent,11,2,0,0,13,pos_related_total,11,84.61538461538461
Exposure,Losses suffered,7,2,0,0,9,pos_related_total,7,77.77777777777779
Exposure,Mitigation,4,9,0,2,15,neg_related_total,9,60
Exposure,Other - physical considerations,24,11,0,8,43,pos_related_total,24,55.81395348837209
Exposure,Preparedness,2,3,0,0,5,neg_related_total,3,60
Health,Access,4,1,0,0,5,pos_related_total,4,80
Health,Caloric intake/ food insecurity,0,1,0,0,1,neg_related_total,1,100
Health,Disease burden / morbidity,2,1,0,0,3,pos_related_total,2,66.66666666666666
Health,Life expectancy,0,1,0,0,1,neg_related_total,1,100
Health,Mortality,1,0,0,0,1,pos_related_total,1,100
Health,Potable water access,2,2,1,0,5,pos_related_total,2,40
Health,Potable water access,2,2,1,0,5,neg_related_total,2,40
Health,Sanitation,1,0,0,0,1,pos_related_total,1,100
Land tenure,Owners,5,1,0,3,9,pos_related_total,5,55.55555555555556
Land tenure,Private property,0,0,0,1,1,unk_direction_total,1,100
Land tenure,Renters,7,5,0,0,12,pos_related_total,7,58.333333333333336
Land tenure,Tenure length,2,1,0,0,3,pos_related_total,2,66.66666666666666
Living conditions,Housing quality,2,0,0,0,2,pos_related_total,2,100
Living conditions,Housing type,2,0,0,0,2,pos_related_total,2,100
Living conditions,Land use,8,4,0,1,13,pos_related_total,8,61.53846153846154
Living conditions,Lifelines & infrastructure,8,2,0,3,13,pos_related_total,8,61.53846153846154
Living conditions,Population,13,2,0,4,19,pos_related_total,13,68.42105263157895
Living conditions,Resource dependence,9,1,0,1,11,pos_related_total,9,81.81818181818183
Living conditions,Rurality,3,5,0,0,8,neg_related_total,5,62.5
Living conditions,Socially isolated populations,1,0,0,0,1,pos_related_total,1,100
Living conditions,Urbanization,4,3,0,0,7,pos_related_total,4,57.14285714285714
Living conditions,Vacant housing units,3,0,0,0,3,pos_related_total,3,100
Living conditions,Vehicular access,6,0,0,1,7,pos_related_total,6,85.71428571428571
Risk perception,Awareness,4,3,0,1,8,pos_related_total,4,50
Risk perception,Prior experience,6,3,0,0,9,pos_related_total,6,66.66666666666666
Risk perception,Risk denial/ acceptance,3,3,0,0,6,pos_related_total,3,50
Risk perception,Risk denial/ acceptance,3,3,0,0,6,neg_related_total,3,50
Risk perception,Social capital,1,4,0,0,5,neg_related_total,4,80
Risk perception,Trust in officials,1,1,0,2,4,unk_direction_total,2,50
Socioeconomic status,Access to basic needs,1,0,0,0,1,pos_related_total,1,100
Socioeconomic status,Education,15,6,0,0,21,pos_related_total,15,71.42857142857143
Socioeconomic status,Employment,8,1,0,0,9,pos_related_total,8,88.88888888888889
Socioeconomic status,House value,1,4,0,0,5,neg_related_total,4,80
Socioeconomic status,Income,14,18,0,1,33,neg_related_total,18,54.54545454545454
Socioeconomic status,Literacy,0,2,0,0,2,neg_related_total,2,100
Socioeconomic status,Median rent,1,4,0,0,5,neg_related_total,4,80
Socioeconomic status,Occupation,7,1,0,1,9,pos_related_total,7,77.77777777777779
Socioeconomic status,Wealth,17,1,0,0,18,pos_related_total,17,94.44444444444444
dimension,determinant,pos_related_total,neg_related_total,unrelated_total,unk_direction_total,evidence_val,sig_name,sig_value,level_agreement,evidence_bin,agreement_bin
Demographic characteristics,Age,28,5,0,3,36,pos_related_total,28,77.77777777777779,Large,High
Demographic characteristics,Citizenship,1,2,0,0,3,neg_related_total,2,66.66666666666666,Small,Medium
Demographic characteristics,Ethnicity and race,44,11,0,3,58,pos_related_total,44,75.86206896551724,Large,High
Demographic characteristics,Family structure,9,2,0,1,12,pos_related_total,9,75,Large,High
Demographic characteristics,Gender,9,1,0,0,10,pos_related_total,9,90,Large,High
Demographic characteristics,Group facilities,1,0,0,0,1,pos_related_total,1,100,Small,High
Demographic characteristics,Language proficiency,8,2,0,0,10,pos_related_total,8,80,Large,High
Demographic characteristics,Migration,5,3,0,0,8,pos_related_total,5,62.5,Medium,Medium
Demographic characteristics,Political inclination,1,1,0,0,2,pos_related_total,1,50,Small,NA
Demographic characteristics,Political inclination,1,1,0,0,2,neg_related_total,1,50,Small,NA
Demographic characteristics,Social dependence,5,0,0,0,5,pos_related_total,5,100,Medium,High
Demographic characteristics,Special needs/ disabilities,2,0,0,0,2,pos_related_total,2,100,Small,High
Exposure,# Of events,3,0,0,0,3,pos_related_total,3,100,Small,High
Exposure,Exposed areas / facilities,13,3,0,6,22,pos_related_total,13,59.09090909090909,Large,Medium
Exposure,Exposed population,7,0,0,0,7,pos_related_total,7,100,Medium,High
Exposure,Hazard extent,11,2,0,0,13,pos_related_total,11,84.61538461538461,Large,High
Exposure,Losses suffered,7,2,0,0,9,pos_related_total,7,77.77777777777779,Medium,High
Exposure,Mitigation,4,9,0,2,15,neg_related_total,9,60,Large,Medium
Exposure,Other - physical considerations,24,11,0,8,43,pos_related_total,24,55.81395348837209,Large,Medium
Exposure,Preparedness,2,3,0,0,5,neg_related_total,3,60,Medium,Medium
Health,Access,4,1,0,0,5,pos_related_total,4,80,Medium,High
Health,Caloric intake/ food insecurity,0,1,0,0,1,neg_related_total,1,100,Small,High
Health,Disease burden / morbidity,2,1,0,0,3,pos_related_total,2,66.66666666666666,Small,Medium
Health,Life expectancy,0,1,0,0,1,neg_related_total,1,100,Small,High
Health,Mortality,1,0,0,0,1,pos_related_total,1,100,Small,High
Health,Potable water access,2,2,1,0,5,pos_related_total,2,40,Medium,Low
Health,Potable water access,2,2,1,0,5,neg_related_total,2,40,Medium,Low
Health,Sanitation,1,0,0,0,1,pos_related_total,1,100,Small,High
Land tenure,Owners,5,1,0,3,9,pos_related_total,5,55.55555555555556,Medium,Medium
Land tenure,Private property,0,0,0,1,1,unk_direction_total,1,100,Small,High
Land tenure,Renters,7,5,0,0,12,pos_related_total,7,58.333333333333336,Large,Medium
Land tenure,Tenure length,2,1,0,0,3,pos_related_total,2,66.66666666666666,Small,Medium
Living conditions,Housing quality,2,0,0,0,2,pos_related_total,2,100,Small,High
Living conditions,Housing type,2,0,0,0,2,pos_related_total,2,100,Small,High
Living conditions,Land use,8,4,0,1,13,pos_related_total,8,61.53846153846154,Large,Medium
Living conditions,Lifelines & infrastructure,8,2,0,3,13,pos_related_total,8,61.53846153846154,Large,Medium
Living conditions,Population,13,2,0,4,19,pos_related_total,13,68.42105263157895,Large,Medium
Living conditions,Resource dependence,9,1,0,1,11,pos_related_total,9,81.81818181818183,Large,High
Living conditions,Rurality,3,5,0,0,8,neg_related_total,5,62.5,Medium,Medium
Living conditions,Socially isolated populations,1,0,0,0,1,pos_related_total,1,100,Small,High
Living conditions,Urbanization,4,3,0,0,7,pos_related_total,4,57.14285714285714,Medium,Medium
Living conditions,Vacant housing units,3,0,0,0,3,pos_related_total,3,100,Small,High
Living conditions,Vehicular access,6,0,0,1,7,pos_related_total,6,85.71428571428571,Medium,High
Risk perception,Awareness,4,3,0,1,8,pos_related_total,4,50,Medium,NA
Risk perception,Prior experience,6,3,0,0,9,pos_related_total,6,66.66666666666666,Medium,Medium
Risk perception,Risk denial/ acceptance,3,3,0,0,6,pos_related_total,3,50,Medium,NA
Risk perception,Risk denial/ acceptance,3,3,0,0,6,neg_related_total,3,50,Medium,NA
Risk perception,Social capital,1,4,0,0,5,neg_related_total,4,80,Medium,High
Risk perception,Trust in officials,1,1,0,2,4,unk_direction_total,2,50,Small,NA
Socioeconomic status,Access to basic needs,1,0,0,0,1,pos_related_total,1,100,Small,High
Socioeconomic status,Education,15,6,0,0,21,pos_related_total,15,71.42857142857143,Large,Medium
Socioeconomic status,Employment,8,1,0,0,9,pos_related_total,8,88.88888888888889,Medium,High
Socioeconomic status,House value,1,4,0,0,5,neg_related_total,4,80,Medium,High
Socioeconomic status,Income,14,18,0,1,33,neg_related_total,18,54.54545454545454,Large,Medium
Socioeconomic status,Literacy,0,2,0,0,2,neg_related_total,2,100,Small,High
Socioeconomic status,Median rent,1,4,0,0,5,neg_related_total,4,80,Medium,High
Socioeconomic status,Occupation,7,1,0,1,9,pos_related_total,7,77.77777777777779,Medium,High
Socioeconomic status,Wealth,17,1,0,0,18,pos_related_total,17,94.44444444444444,Large,High
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