Summary

This analysis is based on 39 respondents who completed our pilot survey. Summary of findings here.

Specific Analysis (Relevant Issue)

Descriptive Statistics

What’s the distribution of vaccinated and vaccinated participants?

What’s the distribution of forking segments?

vax_status ability motive count % of total
unvax yes no 21 54%
vax yes yes 9 23%
vax yes no 3 8%
unvax no no 2 5%
unvax no yes 2 5%
vax no no 1 3%
vax no yes 1 3%

Research Question 1

Is there an interesting distribution and variety of impediment reasons? If not, where are the impediments concentrated? (graph suggestions - 1) total number and distribution of primary motivational impediments for survey participants, by main reason level, sub-reason level 2) total number and distribution of primary ability impediments for survey participants, by main reason level, sub-reason level

Motivational (Main Level)

What’s the main reason you don’t want to be vaccinated? - there’s no clear benefit - it’s too risky - against my beliefs

Motivational (Sub-Level)

Benefit: is there a main reason why?

  • covid not dangerous
  • unlikely to get sick
  • had covid already
  • i can recover
  • other reason(s)

Risk: is there a main reason why?

  • don’t trust pharma
  • vaccines don’t work
  • bad side effects
  • needles/pain
  • other reason(s)

Belief: is there a main reason why?

  • don’t trust gov
  • religious reasons
  • freedom to choose
  • other reason(s)

Ability (Main Level)

what’s the main difficulty of getting vaccinated? - no vax available (availability) - too hard to get vax (hard)

Ability (Sub-Level)

Availability: is there a main reason why?

  • too far away
  • no vaccines left
  • other reason(s)

Time: is there a main reason why?

  • no time to research
  • work
  • family
  • keep forgetting
  • other reason(s)

Money: Is there a main reason why?

  • travel costs
  • no insurance
  • no cost

Research Question 2

What combinations of demographics predict impediment reasons? (tree analysis)

Motivational

Ability

Research Question 3

Are there demographic traits or combinations of traits (race, politics, religion, location, education, income, sex) that are correlated with impediment reasons?

Note that since we are comparing categorical variables (because the variables aren’t linear so we should not assign numerical values to it), we are measuring association using Cramer’s V coefficient.

Motivational

Ability

Research Question 4

Pre-Treatment: How likely are you to get vaxxed? (on a scale of 1 to 5)

Which would be most likely to get you vaxxed?

If you get your favored treatment, how likely are you to get vaxxed? (on a scale of 1 to 5)

Change in vax chances by treatment

best_treatment n vax_chance_pre vax_chance_post vax_chance_change
trusted ppl support 2 2.5 4.50 2.00
more information 6 2.5 2.83 0.33
none of the above 1 2.0 2.00 0.00

 

What treatments are people suggesting that would change their minds (list out all the free text xxxxx_treatment, grouped by impediment category)

best_treatment

best_treatment Freq
more information 9
none of the above 2
others getting it 2
rewards for vaxxing 1
trusted ppl support 9

best_treatment_explain

best_treatment_explain Freq
Any type of information, I’d like to know more about it 1
Fam 1
Family en friend’s 1
Family members 1
Friends of mine I used to be against it but thinking of children’s safety and also my friends getting it and they are fine helped a lot 1
I don’t know man 1
I read and listened to different opinions on social media and thoight it over 1
I trusted that I wouldn’t get hospitalised when infected 1
If it really helps one from getting infected &is it 100%accurate 1
My boss went with me for the vaccine 1
My family 1
My parents 1
None 1
Nurses 1
Professionals 1
Proper testing with time 1
Radio interview with scientists 1
Tell our government to bring more vax so that there must give it all days a week not just select 2 days 1
The prole close to me. My family. 1
Well …nobody questioned all the other vaccines we had as kids that was mandatory. Also, the idea of not being as affected after the vaccine, due to a COVID infection, appealed to me. 1
What’s in the vaccine and why doesn’t it prevent a person from getting Covid 1

resource_treatment

Freq

availability_treatment

Freq

vax_resource_treatment

Freq

vax_availability_treatment

Freq

best_treatment_other

best_treatment_other Freq
N/A 1
When I feel like vaccinating 1

priority_treatment

Freq

Research Question 5

Do any free text responses suggest that we should include/remove additional primary impediment categories? (list out all the xxxxx_other responses, grouped by impediment category)

motive_other

Freq

motive_other_why

Freq

risk_other

risk_other Freq
ALL vaccines prior to this have taken at least 10 years to be developed and this rubbish was developed AND tested in 6-10 months??? That’s absolute lies…. 1
Experimental, foreign subtances 1
I already said about my thrombosis 1
I was scared if vaccinated I could get infected 1
I’m not comfortable to take the vax 1
It doesn’t prevent the virus 1
It has side effects 1
It’s fatal 1
No 1
Nop 1
Not tested properly 1
Still get sick and still transmits 1
Yes 1

ability_other

Freq

ability_other_why

Freq

belief_other

belief_other Freq
Fuck off 1
No 1
Yea as u are saing 1
Yeah 1

challenge_other

challenge_other Freq
About covid or viccinate ? 1
After the injection i thought maybe am becoming sick cos there where different symptoms of covid19 1
I felt pain on the vaccinated arm after getting the first jab. I was dizzy and feverish after the second jab. 1
I had to think it through and make a logical decision that I was happy with 1
I was really sick and know the risk if I don’t get vaccinated 1
Too much of procedures 1
Want to leave free so thts why i did take it 1
Well I didn’t mind the feeling sick considering I had nothing to do but I know it will keep me safe 1
Well, I had to go after work to Sandton from Randburg to get my first vaccine. The second one was easier…almost in my backyard 1

resource_other

Freq

need_other

Freq

challenge_other_why

Freq

benefit_other

benefit_other Freq
Boast ur system 1
Doesn’t make any sense why you should vaccinate if you still can contract the man-made virus and pass it unto other’s and still have to wear masks and sanitise and social distancing this was a unnecessary pandemic caused by some people who thinks the world is over populated 1
Have natural immunity 1
I feel forced to take it so yah 1
It is important 1
No 1
No they’re Ain’t 1
No treatment of covid and vaccine side effects in place All you hear is the different vaccines available 1
Our bodies can fight viruses naturally 1
Too much to mention 1

resource_main_other

Freq

risk_main_other

risk_main_other Freq
Dangerous 1
Pain in the shoulder 1
Pain on the shoulder when they vaccinate you 1

availability_other

Freq

unvaxeasy_other

Freq

need_main_other

Freq

unvaxeasy_other_why

Freq

belief_main_other

Freq

benefit_main_other

benefit_main_other Freq
I don’t know 1
Personal 1
Personal reasons 1

forget_other

Freq

availability_main_other

Freq

best_treatment_other

best_treatment_other Freq
N/A 1
When I feel like vaccinating 1

priority_main_other

Freq

priority_other

Freq

money_main_other

Freq

Research Question 6

Consistency test - are free text responses from participants falling under portions of forking that we expect? (list out all the free text xxxxx_explain, grouped by impediment category)

risk_explain

risk_explain Freq
Because I am an a victim of pneumonia but I never had a Vax that will move it at all but decrease the power of it now that Vax might be dangerous coz no Vax can move a flue that might be dangerous 1
Causing illness. Too many side effects 1
Failures not reported and much conntrovercy 1
I have had thrombosis twice. The medication have affected my kidneys to the point where l lost 45% of my kidney function. Should l get another bout l’ll have stay on medication life long. The vacc could cause my thrombosis reaccuring. 1
I’m on a group with doctors who are having to treat the Vax injured and on another group where VERIFIED information is being shared of the Vax injured and deaths. This info is being collated for court and is being hidden by the mainstream media. Look at Kyle Warner, pro MTB. I MTB and watch his skills training videos. He is so injured he no longer can function & his last video he was suicidal. It’s heart breaking. Do you know how many have committed suicide due to their injuries from the vax? 1000’s. Why? Because the very medical profession who are insisting on it have turned their backs on them , and the same for employees who are being forced. 1
I’ve personally known people close to me that have had terrible adverse effects from the Vax, 1
Im scared it will have a negative effect on my body 1
In the book of revelation, it has been said that in future, there will be a pandemic were seeing it now. It’s been said that no one will be allowed to buy or sell if they don’t have the mark of the beast. Which is the vaccine. 1
It has not been tested prooerly 1
It kinda hurt in the sport they vaccinated me on 1
Most of the people I know became sick and past on immediately after the vax 1
The vaccine had Covid in it apparently 1
There’s nothing to explain here. 1

belief_explain

belief_explain Freq
Fuck off the game is Over you ask so stupid questions 1
Is this about Vax or what 1
No 1
Uhm it’s like I believe God is a healer and I don’t need the vax 1

motive_explain

motive_explain Freq
Afraid of being affected by covid 1
Because I am an a victim of pneumonia but I never had a Vax that will move it at all but decrease the power of it now that Vax might be dangerous coz no Vax can move a flue that might be dangerous 1
Because there’s a microchip in the vaccine. Because we’re low key being forced to take the vaccine. There are side effects but still were being forced to take the jab. There have been many diseases before, like ebola , HIV and aids of which there cure have not been yet found and all of a sudden there’s a cure for this mysterious disease. Africa has always been poor , yet the Americans didn’t care about them , they suffered from malnutrition (some African countries) they didn’t care, now that there’s this corona virus , they donate masks and “vaccines”. Something’s going on here!!! 1
Besides my freedom of choice, I don’t feel comfortable getting the vaccine when there are too many unknown factors I.e it appears to be causing illness, even death, in people. Heart attacks, blood clots, strokes and abnormal bleeding in women. Just to name a few. 1
Don’t trust 1
Don’t trust the vax 1
Don’t trust the Vax 1
Don’t trust vacc 1
Give me the list to choose from 1
I believe one’s natural antibodies after having covid is still best protection 1
I don’t trust the vacc at this time. Still in testing stage and affecting people adverlsy. I also suffer from thrombosis. 1
I don’t want to put it in my dna 1
I know nothing about this vaccine 1
I refuse to have some hastily concocted drug injected into my body which has now been proven to be totally ineffective. 1
I think the vaccine is not properly tested and is dangerous 1
I think they’ll be injecting us with virus instead 1
I was scared of the side effects 1
I’m scared of injection 😭 1
Idont want to die 1
Im pregnant 1
Im scared it will have a negative effect on my body 1
It’s a scam and doesnt work 1
Many people were saying many negative things about it 1
My health is my responsibility. Garbage in, garbage put. I eat healthy, exercise. Believe in holistic health, mentally, emotionally & spiritually. God gave us a healthy immune system which we need to take care of. Besides, some of my co-workers who are vaccinated are battling with fatigue, have now got covid & not mildly, & they don’t seem to recover, & get it again, so their sick leave is going to be an issue. A work colleagues ex got a clot from the vaccine & then nearly died when he got covid. I know of hundreds of thousands of injuries from the vax, AND 10000’s of deaths. Most of my family got covid and got well with ivermectin etc, so there are healthier substitutes with no side effects. So please tell me, what is the point. If you get vaxxed you can still get covid, & severely, you 1
Narhh… I don’t want too n that’s my main reason 1
Two of my family members passed away after getting vaccinated. So my question is what is inside that thing, is it slow poison? 1
You can still get infected even if you vaccinated 1

resource_explain

Freq

best_treatment_explain

best_treatment_explain Freq
Any type of information, I’d like to know more about it 1
Fam 1
Family en friend’s 1
Family members 1
Friends of mine I used to be against it but thinking of children’s safety and also my friends getting it and they are fine helped a lot 1
I don’t know man 1
I read and listened to different opinions on social media and thoight it over 1
I trusted that I wouldn’t get hospitalised when infected 1
If it really helps one from getting infected &is it 100%accurate 1
My boss went with me for the vaccine 1
My family 1
My parents 1
None 1
Nurses 1
Professionals 1
Proper testing with time 1
Radio interview with scientists 1
Tell our government to bring more vax so that there must give it all days a week not just select 2 days 1
The prole close to me. My family. 1
Well …nobody questioned all the other vaccines we had as kids that was mandatory. Also, the idea of not being as affected after the vaccine, due to a COVID infection, appealed to me. 1
What’s in the vaccine and why doesn’t it prevent a person from getting Covid 1

need_explain

Freq

benefit_explain

benefit_explain Freq
I’m not expose to the information which regards to the vaccine 1
I’ve never had covid and mostly people complain about the Vax and the Government is the only one who actually promotes it which makes me skeptical 1
If I won’t get virus or not 1
If those who are vaxxed can still get the virus then wats the point 1
No 1
Some got vaxin but still die or got infected by covid 1
Some People who took it still die in hospitals after contracting covid 1
The vaccinated re still getting ill 1
With or without vax you can get and spread covid. 1
You can still get infected even if you vaccinated so it’s no use 1

availability_explain

availability_explain Freq
I’m in Africa 1

ability_explain

ability_explain Freq
Access 1
I was terrified 1
Im living with a chronic disease so I don’t wanna die young because of the vaccine, that’s all I can say 1
There just do it 2 days aweek so lm working those days 1
Vax station is far from home and I want to get comfortable with my health 1
Yah it was cause i was thinking that people want to kill us 1

time_explain

time_explain Freq
I only got to town when I have money so the Vax station is at the town 1
I was busy 1
It’s not really about time though because I do get some time but I never think of getting vaccinated. I’m always at work 1
On clinic there giving jab only 2 days Tuesday and Thursday so those days lm working it will be better if there doing on weekends also 1

forget_explain

Freq

priority_explain

Freq

money_explain

money_explain Freq
Yah it was cause some of us paid and we hear that it’s for free but after they give us our money 1

unvaxeasy_explain

Freq

Convert free text responses to csv for manual analysis

Tactical Question

Elaboration summary

##  motive_other_nchar motive_other_why_nchar risk_other_nchar ability_other_nchar
##  Min.   : NA        Min.   : NA            Min.   :  2.00   Min.   : NA        
##  1st Qu.: NA        1st Qu.: NA            1st Qu.: 10.00   1st Qu.: NA        
##  Median : NA        Median : NA            Median : 28.00   Median : NA        
##  Mean   :NaN        Mean   :NaN            Mean   : 32.38   Mean   :NaN        
##  3rd Qu.: NA        3rd Qu.: NA            3rd Qu.: 34.00   3rd Qu.: NA        
##  Max.   : NA        Max.   : NA            Max.   :156.00   Max.   : NA        
##  NA's   :39         NA's   :39             NA's   :26       NA's   :39         
##  ability_other_why_nchar belief_other_nchar challenge_other_nchar
##  Min.   : NA             Min.   : 2.0       Min.   : 22          
##  1st Qu.: NA             1st Qu.: 3.5       1st Qu.: 45          
##  Median : NA             Median : 6.0       Median : 75          
##  Mean   :NaN             Mean   : 8.0       Mean   : 74          
##  3rd Qu.: NA             3rd Qu.:10.5       3rd Qu.:100          
##  Max.   : NA             Max.   :18.0       Max.   :130          
##  NA's   :39              NA's   :35         NA's   :30           
##  resource_other_nchar need_other_nchar challenge_other_why_nchar
##  Min.   : NA          Min.   : NA      Min.   : NA              
##  1st Qu.: NA          1st Qu.: NA      1st Qu.: NA              
##  Median : NA          Median : NA      Median : NA              
##  Mean   :NaN          Mean   :NaN      Mean   :NaN              
##  3rd Qu.: NA          3rd Qu.: NA      3rd Qu.: NA              
##  Max.   : NA          Max.   : NA      Max.   : NA              
##  NA's   :39           NA's   :39       NA's   :39               
##  benefit_other_nchar resource_main_other_nchar risk_main_other_nchar
##  Min.   :  2.00      Min.   : NA               Min.   : 9.00        
##  1st Qu.: 15.25      1st Qu.: NA               1st Qu.:14.50        
##  Median : 20.00      Median : NA               Median :20.00        
##  Mean   : 53.50      Mean   :NaN               Mean   :24.33        
##  3rd Qu.: 36.25      3rd Qu.: NA               3rd Qu.:32.00        
##  Max.   :274.00      Max.   : NA               Max.   :44.00        
##  NA's   :29          NA's   :39                NA's   :36           
##  availability_other_nchar unvaxeasy_other_nchar need_main_other_nchar
##  Min.   : NA              Min.   : NA           Min.   : NA          
##  1st Qu.: NA              1st Qu.: NA           1st Qu.: NA          
##  Median : NA              Median : NA           Median : NA          
##  Mean   :NaN              Mean   :NaN           Mean   :NaN          
##  3rd Qu.: NA              3rd Qu.: NA           3rd Qu.: NA          
##  Max.   : NA              Max.   : NA           Max.   : NA          
##  NA's   :39               NA's   :39            NA's   :39           
##  unvaxeasy_other_why_nchar belief_main_other_nchar benefit_main_other_nchar
##  Min.   : NA               Min.   : NA             Min.   : 8              
##  1st Qu.: NA               1st Qu.: NA             1st Qu.:10              
##  Median : NA               Median : NA             Median :12              
##  Mean   :NaN               Mean   :NaN             Mean   :12              
##  3rd Qu.: NA               3rd Qu.: NA             3rd Qu.:14              
##  Max.   : NA               Max.   : NA             Max.   :16              
##  NA's   :39                NA's   :39              NA's   :36              
##  forget_other_nchar availability_main_other_nchar best_treatment_other_nchar
##  Min.   : NA        Min.   : NA                   Min.   : 3.00             
##  1st Qu.: NA        1st Qu.: NA                   1st Qu.: 9.25             
##  Median : NA        Median : NA                   Median :15.50             
##  Mean   :NaN        Mean   :NaN                   Mean   :15.50             
##  3rd Qu.: NA        3rd Qu.: NA                   3rd Qu.:21.75             
##  Max.   : NA        Max.   : NA                   Max.   :28.00             
##  NA's   :39         NA's   :39                    NA's   :37                
##  priority_main_other_nchar priority_other_nchar money_main_other_nchar
##  Min.   : NA               Min.   : NA          Min.   : NA           
##  1st Qu.: NA               1st Qu.: NA          1st Qu.: NA           
##  Median : NA               Median : NA          Median : NA           
##  Mean   :NaN               Mean   :NaN          Mean   :NaN           
##  3rd Qu.: NA               3rd Qu.: NA          3rd Qu.: NA           
##  Max.   : NA               Max.   : NA          Max.   : NA           
##  NA's   :39                NA's   :39           NA's   :39            
##  risk_explain_nchar belief_explain_nchar motive_explain_nchar
##  Min.   : 31.0      Min.   : 2.00        Min.   : 11.0       
##  1st Qu.: 39.0      1st Qu.:20.00        1st Qu.: 26.5       
##  Median : 51.0      Median :39.50        Median : 49.0       
##  Mean   :135.3      Mean   :36.25        Mean   :107.7       
##  3rd Qu.:196.0      3rd Qu.:55.75        3rd Qu.: 98.5       
##  Max.   :653.0      Max.   :64.00        Max.   :799.0       
##  NA's   :26         NA's   :35           NA's   :12          
##  resource_explain_nchar best_treatment_explain_nchar need_explain_nchar
##  Min.   : NA            Min.   :  3.00               Min.   : NA       
##  1st Qu.: NA            1st Qu.: 13.00               1st Qu.: NA       
##  Median : NA            Median : 32.00               Median : NA       
##  Mean   :NaN            Mean   : 46.24               Mean   :NaN       
##  3rd Qu.: NA            3rd Qu.: 64.00               3rd Qu.: NA       
##  Max.   : NA            Max.   :186.00               Max.   : NA       
##  NA's   :39             NA's   :18                   NA's   :39        
##  benefit_explain_nchar availability_explain_nchar ability_explain_nchar
##  Min.   :  2.00        Min.   :13                 Min.   :  6.00       
##  1st Qu.: 38.50        1st Qu.:13                 1st Qu.: 24.75       
##  Median : 57.50        Median :13                 Median : 56.50       
##  Mean   : 57.50        Mean   :13                 Mean   : 51.83       
##  3rd Qu.: 66.25        3rd Qu.:13                 3rd Qu.: 69.50       
##  Max.   :146.00        Max.   :13                 Max.   :104.00       
##  NA's   :29            NA's   :38                 NA's   :33           
##  time_explain_nchar forget_explain_nchar priority_explain_nchar
##  Min.   : 10.0      Min.   : NA          Min.   : NA           
##  1st Qu.: 55.0      1st Qu.: NA          1st Qu.: NA           
##  Median : 95.0      Median : NA          Median : NA           
##  Mean   : 83.5      Mean   :NaN          Mean   :NaN           
##  3rd Qu.:123.5      3rd Qu.: NA          3rd Qu.: NA           
##  Max.   :134.0      Max.   : NA          Max.   : NA           
##  NA's   :35         NA's   :39           NA's   :39            
##  money_explain_nchar unvaxeasy_explain_nchar best_treatment_nchar
##  Min.   :96          Min.   : NA             Min.   :16.00       
##  1st Qu.:96          1st Qu.: NA             1st Qu.:16.00       
##  Median :96          Median : NA             Median :17.00       
##  Mean   :96          Mean   :NaN             Mean   :17.48       
##  3rd Qu.:96          3rd Qu.: NA             3rd Qu.:19.00       
##  Max.   :96          Max.   : NA             Max.   :19.00       
##  NA's   :38          NA's   :39              NA's   :16          
##  resource_treatment_nchar availability_treatment_nchar
##  Min.   : NA              Min.   : NA                 
##  1st Qu.: NA              1st Qu.: NA                 
##  Median : NA              Median : NA                 
##  Mean   :NaN              Mean   :NaN                 
##  3rd Qu.: NA              3rd Qu.: NA                 
##  Max.   : NA              Max.   : NA                 
##  NA's   :39               NA's   :39                  
##  vax_resource_treatment_nchar vax_availability_treatment_nchar
##  Min.   : NA                  Min.   : NA                     
##  1st Qu.: NA                  1st Qu.: NA                     
##  Median : NA                  Median : NA                     
##  Mean   :NaN                  Mean   :NaN                     
##  3rd Qu.: NA                  3rd Qu.: NA                     
##  Max.   : NA                  Max.   : NA                     
##  NA's   :39                   NA's   :39                      
##  priority_treatment_nchar
##  Min.   : NA             
##  1st Qu.: NA             
##  Median : NA             
##  Mean   :NaN             
##  3rd Qu.: NA             
##  Max.   : NA             
##  NA's   :39


Median char length (by vax status)

Ads Analysis

Funnel Dropoff Table

Overall

Funnel Total % of Previous Funnel $ Cost per
Impressions 32969
$0.006
Link Clicks 419 1% $0.499
Messages Sent 129 31% $1.621
Consent Obtained 65 50% $3.216
Core Survey Complete 49 75% $4.266
Demo Questions Complete 41 84% $5.099
Treatment Complete 43 105% $4.862
Full Survey Complete 40 93% $5.226

Ad Set 1

Funnel Total % of Previous Funnel $ Cost per
Impressions 9709
$0.007
Link Clicks 105 1% $0.633
Messages Sent 34 32% $1.955
Consent Obtained 13 38% $5.113
Core Survey Complete 12 92% $5.539
Demo Questions Complete 10 83% $6.647
Treatment Complete 10 100% $6.647
Full Survey Complete 10 100% $6.647

Ad Set 2

Funnel Total % of Previous Funnel $ Cost per
Impressions 10618
$0.007
Link Clicks 145 1% $0.476
Messages Sent 44 30% $1.569
Consent Obtained 17 39% $4.062
Core Survey Complete 15 88% $4.603
Demo Questions Complete 13 87% $5.312
Treatment Complete 14 108% $4.932
Full Survey Complete 13 93% $5.312

Ad Set 3

Funnel Total % of Previous Funnel $ Cost per
Impressions 12642
$0.006
Link Clicks 169 1% $0.435
Messages Sent 51 30% $1.442
Consent Obtained 34 67% $2.163
Core Survey Complete 21 62% $3.501
Demo Questions Complete 17 81% $4.325
Treatment Complete 18 106% $4.085
Full Survey Complete 16 89% $4.596

General Analysis

Total responses: 147

Total useful responses: 39

1-way tabs

vax_status

vax_status Freq
unvax 25
vax 14

ability

ability Freq
no 6
yes 33

ability_main

ability_main Freq
availability 1
money 1
time 4

motive

motive Freq
no 27
yes 12

motive_main

motive_main Freq
belief 4
benefit 10
risk 13

risk_main

risk_main Freq
bad side effects 5
don’t trust pharma 3
needles/pain 2
other reason(s) 1
vaccines don’t work 2

benefit_main

benefit_main Freq
covid not dangerous 2
had covid already 1
i can recover 1
other reason(s) 3
unlikely to get sick 2

time_main

time_main Freq
work 4

money_main

money_main Freq
travel costs 1

challenge_main

challenge_main Freq
Fear was the biggest challenge but then when you get done with vax injection all is good and fear gone 1
Following the queue 1
I had covid. For my own safety I go vaccinated 1
It was getting over the side effects the feeling sick and arm hurting I feel my arm hurting was more difficult to get over 1
Mindset 1
No challenge 1
The mild pain after both the first and second jabs. 1
The time out to get to a designated place 1
To protect you self out getting covid 1

belief_main

belief_main Freq
freedom to choose 3
religious reasons 1

availability_main

availability_main Freq
No vacc 1

unvaxeasy_main

Freq

forget_main

Freq

gender

gender Freq
female 21
male 17

ethnicity

ethnicity Freq
asian or indian 2
black or african 25
I don’t I’d myself as black African but coloured southafrican 1
white or caucasian 11

income

income Freq
< R5,000 21
> R100,000 5
None 1
R10,000 – R29,999 5
R30,000 – R49,999 2
R5,000 – R9,999 1
R50,000 – R99,999 3
Unemployed 1

education

education Freq
< high school 9
2-year degree 3
graduate degree 3
high school 11
some college 12
Yes 1

true_opinion

Freq

politics

politics Freq
🥰 very religious 1
conservative 14
liberal 7
moderate 17

religion

religion Freq
christian 32
hinduism 2
islam 1
no religion 2
other 2

awkward

Freq

location

location Freq
Nxxxm am a student darhh n thise questions of ur’z starting to annoying 1
rural 15
suburban 7
urban 16

vax_future

vax_future Freq
maybe 7
no way! 16
of course! 2

vax_chance_pre

vax_chance_pre Freq
1 extremely unlikely 13
2 unlikely 8
3 neutral 2
5 extremely likely 2
Because I don’t want to be affected by covid 19 1
Because where i work there are many people so i had to be vaxxed ..to be on the safe side 1
Cause i was told I’ll be saving other ppl by not spreading it 1
Family 1
I decided to vaccinate to help save lives 1
I lost family members 1
I wanted to live. And I was scared of getting Covid. 1
Just a matter of time before governments around the world will eventually make it compulsory 1
Logical thought process 1
Me having Covid 1
My family. As well as my research. 1
people want to vaxxed ather people don’t like to vaxxad 1
Some people told me that vcc killed people so i decide to not take it…but my parents call me and tell me that i have to take vcc now 1
The fast that I was constantly around a lot of kids and I knew it would be best for me to get it to protect them 1

vax_chance_post

vax_chance_post Freq
1 extremely unlikely 1
2 unlikely 3
3 neutral 1
4 likely 2
5 extremely likely 2

best_treatment

best_treatment Freq
more information 9
none of the above 2
others getting it 2
rewards for vaxxing 1
trusted ppl support 9

country

country Freq
Female 1
no 1
yes 37

2-way tabs

vax_status

Vax Status vs. vax_status: ‘have you had the COVID vax already?’

unvax vax
unvax 25 0
vax 0 14

ability

Vax Status vs. ability: ‘NA’

unvax vax
no 4 2
yes 21 12

ability_main

Vax Status vs. ability_main: ‘what’s the main difficulty of getting vaccinated?’

unvax vax
availability 1 0
money 0 1
time 3 1

motive

Vax Status vs. motive: ‘NA’

unvax vax
no 23 4
yes 2 10

motive_main

Vax Status vs. motive_main: ‘what’s the main reason you don’t want to be vaccinated?’

unvax vax
belief 3 1
benefit 9 1
risk 11 2

risk_main

Vax Status vs. risk_main: ‘is there a main reason why?’

unvax vax
bad side effects 5 0
don’t trust pharma 3 0
needles/pain 0 2
other reason(s) 1 0
vaccines don’t work 2 0

benefit_main

Vax Status vs. benefit_main: ‘NA’

unvax vax
covid not dangerous 2 0
had covid already 1 0
i can recover 1 0
other reason(s) 3 0
unlikely to get sick 2 0

time_main

Vax Status vs. time_main: ‘NA’

unvax vax
work 3 1

money_main

Vax Status vs. money_main: ‘NA’

unvax vax
travel costs 0 1

challenge_main

Vax Status vs. challenge_main: ‘NA’

unvax vax
Fear was the biggest challenge but then when you get done with vax injection all is good and fear gone 0 1
Following the queue 0 1
I had covid. For my own safety I go vaccinated 0 1
It was getting over the side effects the feeling sick and arm hurting I feel my arm hurting was more difficult to get over 0 1
Mindset 0 1
No challenge 0 1
The mild pain after both the first and second jabs. 0 1
The time out to get to a designated place 0 1
To protect you self out getting covid 0 1

belief_main

Vax Status vs. belief_main: ‘is there a main reason why?’

unvax vax
freedom to choose 2 1
religious reasons 1 0

availability_main

Vax Status vs. availability_main: ‘NA’

unvax vax
No vacc 1 0

unvaxeasy_main

Vax Status vs. unvaxeasy_main: ‘what’s the main reason you aren’t vaccinated yet?’

unvax vax

forget_main

Vax Status vs. forget_main: ‘is there a main reason why?’

unvax vax

gender

Vax Status vs. gender: ‘what’s your gender?’

unvax vax
female 14 7
male 10 7

ethnicity

Vax Status vs. ethnicity: ‘which best describes you?’

unvax vax
asian or indian 0 2
black or african 17 8
I don’t I’d myself as black African but coloured southafrican 1 0
white or caucasian 7 4

income

Vax Status vs. income: ‘what’s your household’s total yearly income?’

unvax vax
< R5,000 12 9
> R100,000 4 1
None 1 0
R10,000 – R29,999 3 2
R30,000 – R49,999 2 0
R5,000 – R9,999 1 0
R50,000 – R99,999 2 1
Unemployed 0 1

education

Vax Status vs. education: ‘NA’

unvax vax
< high school 4 5
2-year degree 1 2
graduate degree 2 1
high school 8 3
some college 10 2
Yes 0 1

true_opinion

Vax Status vs. true_opinion: ‘NA’

unvax vax

politics

Vax Status vs. politics: ‘NA’

unvax vax
🥰 very religious 1 0
conservative 9 5
liberal 5 2
moderate 10 7

religion

Vax Status vs. religion: ‘what’s your religion, if any?’

unvax vax
christian 21 11
hinduism 1 1
islam 1 0
no religion 0 2
other 2 0

awkward

Vax Status vs. awkward: ‘NA’

unvax vax

location

Vax Status vs. location: ‘NA’

unvax vax
Nxxxm am a student darhh n thise questions of ur’z starting to annoying 1 0
rural 10 5
suburban 3 4
urban 11 5

vax_future

Vax Status vs. vax_future: ‘NA’

unvax vax
maybe 7 0
no way! 16 0
of course! 2 0

vax_chance_pre

Vax Status vs. vax_chance_pre: ‘NA’

unvax vax
1 extremely unlikely 13 0
2 unlikely 8 0
3 neutral 2 0
5 extremely likely 2 0
Because I don’t want to be affected by covid 19 0 1
Because where i work there are many people so i had to be vaxxed ..to be on the safe side 0 1
Cause i was told I’ll be saving other ppl by not spreading it 0 1
Family 0 1
I decided to vaccinate to help save lives 0 1
I lost family members 0 1
I wanted to live. And I was scared of getting Covid. 0 1
Just a matter of time before governments around the world will eventually make it compulsory 0 1
Logical thought process 0 1
Me having Covid 0 1
My family. As well as my research. 0 1
people want to vaxxed ather people don’t like to vaxxad 0 1
Some people told me that vcc killed people so i decide to not take it…but my parents call me and tell me that i have to take vcc now 0 1
The fast that I was constantly around a lot of kids and I knew it would be best for me to get it to protect them 0 1

vax_chance_post

Vax Status vs. vax_chance_post: ‘NA’

unvax vax
1 extremely unlikely 1 0
2 unlikely 3 0
3 neutral 1 0
4 likely 2 0
5 extremely likely 2 0

best_treatment

Vax Status vs. best_treatment: ‘NA’

unvax vax
more information 6 3
none of the above 1 1
others getting it 0 2
rewards for vaxxing 0 1
trusted ppl support 2 7

country

Vax Status vs. country: ‘NA’

unvax vax
Female 0 1
no 1 0
yes 24 13

Free text

List of responses

motive_other
Freq
motive_other_why
Freq
need_explain
Freq
need_other
Freq
risk_explain
risk_explain Freq
Because I am an a victim of pneumonia but I never had a Vax that will move it at all but decrease the power of it now that Vax might be dangerous coz no Vax can move a flue that might be dangerous 1
Causing illness. Too many side effects 1
Failures not reported and much conntrovercy 1
I have had thrombosis twice. The medication have affected my kidneys to the point where l lost 45% of my kidney function. Should l get another bout l’ll have stay on medication life long. The vacc could cause my thrombosis reaccuring. 1
I’m on a group with doctors who are having to treat the Vax injured and on another group where VERIFIED information is being shared of the Vax injured and deaths. This info is being collated for court and is being hidden by the mainstream media. Look at Kyle Warner, pro MTB. I MTB and watch his skills training videos. He is so injured he no longer can function & his last video he was suicidal. It’s heart breaking. Do you know how many have committed suicide due to their injuries from the vax? 1000’s. Why? Because the very medical profession who are insisting on it have turned their backs on them , and the same for employees who are being forced. 1
I’ve personally known people close to me that have had terrible adverse effects from the Vax, 1
Im scared it will have a negative effect on my body 1
In the book of revelation, it has been said that in future, there will be a pandemic were seeing it now. It’s been said that no one will be allowed to buy or sell if they don’t have the mark of the beast. Which is the vaccine. 1
It has not been tested prooerly 1
It kinda hurt in the sport they vaccinated me on 1
Most of the people I know became sick and past on immediately after the vax 1
The vaccine had Covid in it apparently 1
There’s nothing to explain here. 1
risk_other
risk_other Freq
ALL vaccines prior to this have taken at least 10 years to be developed and this rubbish was developed AND tested in 6-10 months??? That’s absolute lies…. 1
Experimental, foreign subtances 1
I already said about my thrombosis 1
I was scared if vaccinated I could get infected 1
I’m not comfortable to take the vax 1
It doesn’t prevent the virus 1
It has side effects 1
It’s fatal 1
No 1
Nop 1
Not tested properly 1
Still get sick and still transmits 1
Yes 1
belief_explain
belief_explain Freq
Fuck off the game is Over you ask so stupid questions 1
Is this about Vax or what 1
No 1
Uhm it’s like I believe God is a healer and I don’t need the vax 1
belief_other
belief_other Freq
Fuck off 1
No 1
Yea as u are saing 1
Yeah 1
ability_other
Freq
ability_other_why
Freq
resource_explain
Freq
resource_other
Freq
resource_treatment
Freq
forget_explain
Freq
forget_other
Freq
priority_explain
Freq
priority_other
Freq
priority_treatment
Freq

Elaboration summary

##  motive_other_nchar motive_other_why_nchar need_explain_nchar need_other_nchar
##  Min.   : NA        Min.   : NA            Min.   : NA        Min.   : NA     
##  1st Qu.: NA        1st Qu.: NA            1st Qu.: NA        1st Qu.: NA     
##  Median : NA        Median : NA            Median : NA        Median : NA     
##  Mean   :NaN        Mean   :NaN            Mean   :NaN        Mean   :NaN     
##  3rd Qu.: NA        3rd Qu.: NA            3rd Qu.: NA        3rd Qu.: NA     
##  Max.   : NA        Max.   : NA            Max.   : NA        Max.   : NA     
##  NA's   :39         NA's   :39             NA's   :39         NA's   :39      
##  risk_explain_nchar risk_other_nchar belief_explain_nchar belief_other_nchar
##  Min.   : 31.0      Min.   :  2.00   Min.   : 2.00        Min.   : 2.0      
##  1st Qu.: 39.0      1st Qu.: 10.00   1st Qu.:20.00        1st Qu.: 3.5      
##  Median : 51.0      Median : 28.00   Median :39.50        Median : 6.0      
##  Mean   :135.3      Mean   : 32.38   Mean   :36.25        Mean   : 8.0      
##  3rd Qu.:196.0      3rd Qu.: 34.00   3rd Qu.:55.75        3rd Qu.:10.5      
##  Max.   :653.0      Max.   :156.00   Max.   :64.00        Max.   :18.0      
##  NA's   :26         NA's   :26       NA's   :35           NA's   :35        
##  ability_other_nchar ability_other_why_nchar resource_explain_nchar
##  Min.   : NA         Min.   : NA             Min.   : NA           
##  1st Qu.: NA         1st Qu.: NA             1st Qu.: NA           
##  Median : NA         Median : NA             Median : NA           
##  Mean   :NaN         Mean   :NaN             Mean   :NaN           
##  3rd Qu.: NA         3rd Qu.: NA             3rd Qu.: NA           
##  Max.   : NA         Max.   : NA             Max.   : NA           
##  NA's   :39          NA's   :39              NA's   :39            
##  resource_other_nchar resource_treatment_nchar forget_explain_nchar
##  Min.   : NA          Min.   : NA              Min.   : NA         
##  1st Qu.: NA          1st Qu.: NA              1st Qu.: NA         
##  Median : NA          Median : NA              Median : NA         
##  Mean   :NaN          Mean   :NaN              Mean   :NaN         
##  3rd Qu.: NA          3rd Qu.: NA              3rd Qu.: NA         
##  Max.   : NA          Max.   : NA              Max.   : NA         
##  NA's   :39           NA's   :39               NA's   :39          
##  forget_other_nchar priority_explain_nchar priority_other_nchar
##  Min.   : NA        Min.   : NA            Min.   : NA         
##  1st Qu.: NA        1st Qu.: NA            1st Qu.: NA         
##  Median : NA        Median : NA            Median : NA         
##  Mean   :NaN        Mean   :NaN            Mean   :NaN         
##  3rd Qu.: NA        3rd Qu.: NA            3rd Qu.: NA         
##  Max.   : NA        Max.   : NA            Max.   : NA         
##  NA's   :39         NA's   :39             NA's   :39          
##  priority_treatment_nchar
##  Min.   : NA             
##  1st Qu.: NA             
##  Median : NA             
##  Mean   :NaN             
##  3rd Qu.: NA             
##  Max.   : NA             
##  NA's   :39


Median char length (by vax status)


Wordclouds for most elaborate answers from unvaccinated respondents

Resource: Can you explain a bit more?
Belief: Any other reasons the vaccine isn’t important?

Belief: Can you explain a bit more?

Risk: Any other reasons the vaccine isn’t important?

Risk: Can you explain a bit more?


Distribution of character lengths for free text responses grouped by vaccination status

Attrition

##          attr_colnames Freq
## 1   motive_other_nchar   22
## 2 belief_explain_nchar   13
## 3  ability_other_nchar    4