class: titleSlide, hide-logo <style>.shareagain-bar { --shareagain-foreground: rgb(255, 255, 255); --shareagain-background: rgba(0, 0, 0, 0.5); --shareagain-facebook: none; --shareagain-pinterest: none; --shareagain-pocket: none; --shareagain-reddit: none; }</style> <style type="text/css"> .small { font-size: 60% } </style> # COVID-19 ## Vaccine Hesitancy Tracking: Kenya <br> <center><img src="logo2.png" width="400px"/></center> #### November 2020 | Preliminary --- class: left # Objective .pull-left[ Scientists developed efficacious vaccines against COVID-19 in record time. The next big challenge awaits: convincing enough people to vaccinated to achieve herd immunity. In late November 2020, we launched a polling effort through askNivi, our free conversational agent for health, to monitor public opinion about COVID-19 vaccines. ] .pull-right[ <img src="covid_ad_ke.jpg" width="400px"/> ] --- class: left # Method .pull-left[ We're running advertisements on social media that invite people to share their opinion via an askNivi poll (Messenger or WhatsApp). The people who respond are a self-selected convenience sample of mobile internet users, so we use multilevel regression and post-stratification to make the results more representative of the population. ] .pull-right[ <img src="covid_ad_in.jpg" width="400px"/> ] --- class: left # 3 Focal Questions After asking users to select a language, accept our terms and conditions, and provide basic demographic information, we ask the following: 1. How concerned are you about COVID-19 🦠? 2. Have you or anyone you live with 🏠 ever had COVID-19? 3. If a vaccine 💉 that protected you from the coronavirus was available for free to everyone who wanted it today, would you get it? --- class: left # Optional Extended Poll Questions * If likely to get the vaccine: - Would you be any less likely to get the vaccine if people reported minor side effects? - Would you be any less likely to get the vaccine if you had to get vaccinated more than once a few weeks apart for it to be effective? * If NOT likely to get the vaccine: - What is your MAIN reason for not wanting to get the vaccine? * What is your MAIN source of news and information about COVID-19? * If has children: If a vaccine that protected children from the coronavirus was available for free to everyone who wanted it today, would you vaccinate them? * How often do you wear a mask when you have to be near people outside of your house? --- class: left .pull-left[ <br> * Kenya Nov 20-29 * India Nov 23-29 * 978 completed 3 focal questions ] .black[ .pull-right[ <table class="huxtable" style="border-collapse: collapse; border: 0px; margin-bottom: 2em; margin-top: 2em; ; margin-left: auto; margin-right: auto; " id="tab:unnamed-chunk-2"> <col><col><col><col><tr> <td style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">Characteristic</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">Overall, N = 978</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">Kenya, N = 634</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">India, N = 344</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: bold; font-size: 12pt;">Gender</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Males</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">676 (70%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">374 (60%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">302 (88%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Females</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">262 (27%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">227 (36%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">35 (10%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Non-binary</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">30 (3.1%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">23 (3.7%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">7 (2.0%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Unknown</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">10</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">10</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">0</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: bold; font-size: 12pt;">Age Category</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">15-24</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">432 (45%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">254 (41%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">178 (52%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">25-34</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">335 (35%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">213 (34%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">122 (36%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">35-44</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">88 (9.1%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">70 (11%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">18 (5.3%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">45+</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">110 (11%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">87 (14%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">23 (6.7%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Unknown</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">13</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">10</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">3</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: bold; font-size: 12pt;">Setting</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Rural</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">320 (38%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">225 (43%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">95 (29%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Urban</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">527 (62%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">295 (57%)</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">232 (71%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Unknown</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">131</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">114</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">17</td></tr> <tr> <td colspan="4" style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">Statistics presented: n (%)</td></tr> </table> ] ] --- exclude: true --- <!-- --> --- <!-- --> --- class: left # Likely to get vaccine by county <div id="htmlwidget-f000f475ec935322d8a4" style="width:80%;height:70%;" class="leaflet html-widget"></div> <script type="application/json" 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percent want vaccine","<strong>BOMET<\/strong><br/>87 percent want vaccine","<strong>BUNGOMA<\/strong><br/>91 percent want vaccine","<strong>BUSIA<\/strong><br/>93 percent want vaccine","<strong>ELGEYO-MARAKWET<\/strong><br/>NA percent want vaccine","<strong>EMBU<\/strong><br/>85 percent want vaccine","<strong>GARISSA<\/strong><br/>86 percent want vaccine","<strong>HOMA BAY<\/strong><br/>87 percent want vaccine","<strong>ISIOLO<\/strong><br/>87 percent want vaccine","<strong>KAJIADO<\/strong><br/>77 percent want vaccine","<strong>KAKAMEGA<\/strong><br/>88 percent want vaccine","<strong>KERICHO<\/strong><br/>85 percent want vaccine","<strong>KIAMBU<\/strong><br/>84 percent want vaccine","<strong>KILIFI<\/strong><br/>85 percent want vaccine","<strong>KIRINYAGA<\/strong><br/>84 percent want vaccine","<strong>KISII<\/strong><br/>85 percent want vaccine","<strong>KISUMU<\/strong><br/>87 percent want vaccine","<strong>KITUI<\/strong><br/>92 percent want vaccine","<strong>KWALE<\/strong><br/>87 percent want vaccine","<strong>LAIKIPIA<\/strong><br/>83 percent want vaccine","<strong>LAMU<\/strong><br/>88 percent want vaccine","<strong>MACHAKOS<\/strong><br/>90 percent want vaccine","<strong>MAKUENI<\/strong><br/>92 percent want vaccine","<strong>MANDERA<\/strong><br/>88 percent want vaccine","<strong>MARSABIT<\/strong><br/>89 percent want vaccine","<strong>MERU<\/strong><br/>87 percent want vaccine","<strong>MIGORI<\/strong><br/>87 percent want vaccine","<strong>MOMBASA<\/strong><br/>86 percent want vaccine","<strong>MURANG'A<\/strong><br/>NA percent want vaccine","<strong>NAIROBI<\/strong><br/>84 percent want vaccine","<strong>NANDI<\/strong><br/>89 percent want vaccine","<strong>NAROK<\/strong><br/>84 percent want vaccine","<strong>NYAMIRA<\/strong><br/>89 percent want vaccine","<strong>NYANDARUA<\/strong><br/>89 percent want vaccine","<strong>NYERI<\/strong><br/>89 percent want vaccine","<strong>SAMBURU<\/strong><br/>87 percent want vaccine","<strong>SIAYA<\/strong><br/>90 percent want vaccine","<strong>TAITA TAVETA<\/strong><br/>90 percent want vaccine","<strong>TANA RIVER<\/strong><br/>87 percent want vaccine","<strong>THARAKA-NITHI<\/strong><br/>NA percent want vaccine","<strong>TRANS NZOIA<\/strong><br/>87 percent want vaccine","<strong>TURKANA<\/strong><br/>88 percent want vaccine","<strong>UASIN GISHU<\/strong><br/>85 percent want vaccine","<strong>VIHIGA<\/strong><br/>90 percent want vaccine","<strong>WAJIR<\/strong><br/>90 percent want vaccine","<strong>WEST POKOT<\/strong><br/>89 percent want vaccine","<strong>NAKURU<\/strong><br/>83 percent want vaccine"],{"interactive":false,"permanent":false,"direction":"auto","opacity":1,"offset":[0,0],"textsize":"15px","textOnly":false,"style":{"font-weight":"normal","padding":"3px 8px"},"className":"","sticky":true},{"color":"#666","weight":5,"fillOpacity":0.7,"dashArray":"","bringToFront":true}]},{"method":"addLegend","args":[{"colors":["#EDF8E9","#C7E9C0","#A1D99B","#74C476","#31A354","#006D2C"],"labels":["70 – 75","75 – 80","80 – 85","85 – 90","90 – 95","95 – Inf"],"na_color":"#808080","na_label":"NA","opacity":0.7,"position":"bottomright","type":"bin","title":null,"extra":null,"layerId":null,"className":"info legend","group":null}]}],"limits":{"lat":[-4.6660156,5.4141235],"lng":[33.9121858,41.9060215]}},"evals":[],"jsHooks":[]}</script> --- <!-- --> --- <!-- --> --- <!-- --> --- class: left # Reason for not getting the vaccine .pull-left[ Overall, most poll respondents said they were likely to get vaccinated. Among those who said no, the majority said they need more information or simply do not believe in vaccines. ] .pull-right[ .black[ <table class="huxtable" style="border-collapse: collapse; border: 0px; margin-bottom: 2em; margin-top: 2em; ; margin-left: auto; margin-right: auto; " id="tab:unnamed-chunk-4"> <col><col><tr> <td style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">Characteristic</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">N = 94</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: bold; font-size: 12pt;">Why not want vaccine?</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Potential for side effects</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">16 (17%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">High cost</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">13 (14%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Not enough information</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">26 (28%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Don't need to be vaccinated</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">7 (7.4%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Don't believe in vaccines</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">26 (28%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Other</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">6 (6.4%)</td></tr> <tr> <td colspan="2" style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.8pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">Statistics presented: n (%)</td></tr> <tr> <td colspan="2" style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">No poststratification adjustments.</td></tr> </table> ] ] --- class: left # What if... .pull-left[ Among people who said they were likely to get vaccinated, roughly two-thirds said they their likelihood of getting vaccinated would decrease somewhat if the vaccine requires multiple doses or if minor side effects are reported. ] .pull-right[ .black[ <table class="huxtable" style="border-collapse: collapse; border: 0px; margin-bottom: 2em; margin-top: 2em; ; margin-left: auto; margin-right: auto; " id="tab:unnamed-chunk-5"> <col><col><tr> <td style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">Characteristic</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.4pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">N = 417</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: bold; font-size: 12pt;">What if multiple doses required?</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0.4pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Would not matter</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">168 (40%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">A little less likely</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">140 (34%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">A lot less likely</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">109 (26%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: bold; font-size: 12pt;">What if minor side effects reported?</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;"></td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">Would not matter</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">129 (31%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">A little less likely</td><td style="vertical-align: top; text-align: center; white-space: normal; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">159 (38%)</td></tr> <tr> <td style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 6pt 6pt 6pt 15pt; font-weight: normal; font-size: 12pt;">A lot less likely</td><td style="vertical-align: top; text-align: center; white-space: normal; border-style: solid solid solid solid; border-width: 0pt 0pt 0.8pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">129 (31%)</td></tr> <tr> <td colspan="2" style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0.8pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">Statistics presented: n (%)</td></tr> <tr> <td colspan="2" style="vertical-align: top; text-align: left; white-space: normal; border-style: solid solid solid solid; border-width: 0.8pt 0pt 0pt 0pt; padding: 6pt 6pt 6pt 6pt; font-weight: normal; font-size: 12pt;">No poststratification adjustments.</td></tr> </table> ] ] --- class: left # Summary * Results from 1 week * Cost-effective at ~$3/completed poll * Adjustment via multiple regression and post-stratification * For this snapshot in time, we observe high levels of vaccine confidence in Kenya (however, poll does not weight for education/economic status) * Compare to 82% in South Africa and 65% in Nigeria (see Lazarus, Ratzan, Palayew, Gostin, Larson, Rabin, Kimball, and El-Mohandes [Laz+20]) * Demand for a vaccine is lowest among people who said they were not concerned about COVID-19 and those who do not wear a mask --- class: left # Next Steps * Adjust India data * Expand poll to Nigeria and South Africa * Create time series We are eager to partner with customers who want to develop and launch automated conversations to reduce hesitancy and increase confidence in COVID-19 vaccines. See [here](https://docs.google.com/document/d/1LJH-t_8rueMImMv8L7NWCw2ShNZX1TYO3HJufjD1SvA/edit?usp=sharing) for more details. --- class: left # References Lazarus, J. V., S. C. Ratzan, A. Palayew, et al. (2020). "A global survey of potential acceptance of a COVID-19 vaccine". In: _Nature Medicine_, pp. 1-4.