Blogpost Draft
Last compiled at 2021-07-23 16:22
Operational insights
Range plots
Data from Vaccine Spotter, 2021-04-01 to 2021-05-01:
National Aggregate
## # A tibble: 1 x 3
## weekend weekday delta
## <dbl> <dbl> <dbl>
## 1 26.7 57.9 0.461## # A tibble: 1 x 1
## rel_weekend
## <dbl>
## 1 0.591Equity insights
Regress flexibility on vulnerability
Data from UNIVAF, 2021-05-24 to 2021-06-21:
Socioeconomic SVI - National vs New Jersey plot
Socioeconomic SVI - Compare quantiles
## # A tibble: 6 x 5
## svi_cut slots_per_person slots_per_person_weekend rel_weekend avg_range
## <fct> <dbl> <dbl> <dbl> <dbl>
## 1 q1 0.0651 0.0124 0.682 58.2
## 2 q2 0.0602 0.0115 0.697 54.1
## 3 q3 0.0533 0.0103 0.714 51.1
## 4 q4 0.0625 0.00963 0.692 48.8
## 5 q5 0.0361 0.00673 0.671 47.2
## 6 <NA> 0.0849 0.0193 0.797 65.6Correlation with Vaccintaions
Example Counties
Data from Vaccine Spotter, 2021-04-01 to 2021-05-01:
## fips state county pop hesitant spp spp_weekend vax_rate
## 1 55017 WI Chippewa County 64658 0.17 0.09662806 0.01429840 0.09644592
## 2 55027 WI Dodge County 87839 0.17 0.10181127 0.02543496 0.10181127Data from UNIVAF, 2021-05-24 to 2021-06-21:
## fips state county pop hesitant spp spp_weekend vax_rate
## 1 41019 OR Douglas County 110980 0.17 0.08980458 0.01387357 0.04681925
## 2 41071 OR Yamhill County 107100 0.16 0.09522404 0.02202359 0.05188609Regress vaccinations on flexibility
Data from UNIVAF, 2021-05-24 to 2021-06-21:
##
## ===============================================================
## Dependent variable:
## ---------------------------------------
## n_vax/population
## (1) (2) (3) (4)
## ---------------------------------------------------------------
## Slots/Person (week) 0.011*** 0.011***
## (0.004) (0.004)
## Slots/Person (weekend) 0.214*** 0.291***
## (0.017) (0.019)
## Average range (hrs) 0.00003*** -0.00000
## (0.00001) (0.00001)
## Share Black -0.019*** -0.016***
## (0.003) (0.003)
## Trump vote share -0.043*** -0.036***
## (0.003) (0.003)
## % hesitant (CDC survey) -0.039** -0.025*
## (0.016) (0.015)
## Prior vax rate 0.0001*** 0.0001***
## (0.00004) (0.00003)
## Intercept 0.021*** 0.016*** 0.039*** 0.033***
## (0.004) (0.004) (0.009) (0.009)
## ---------------------------------------------------------------
## Observations 2,122 2,122 1,560 1,560
## Adjusted R2 0.562 0.624 0.637 0.702
## ===============================================================
## Note: *p<0.1; **p<0.05; ***p<0.01Map of weekend prominence, by state
