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Submission: On December 20 via api from US — Scanned from DE
Submission: On December 20 via api from US — Scanned from DE
Form analysis 6 forms found in the DOM
<form>
<fieldset>
<legend class="visuallyhidden">Consent Selection</legend>
<div id="CybotCookiebotDialogBodyFieldsetInnerContainer">
<div class="CybotCookiebotDialogBodyLevelButtonWrapper"><label class="CybotCookiebotDialogBodyLevelButtonLabel" for="CybotCookiebotDialogBodyLevelButtonNecessary"><strong
class="CybotCookiebotDialogBodyLevelButtonDescription">Necessary</strong></label>
<div class="CybotCookiebotDialogBodyLevelButtonSliderWrapper CybotCookiebotDialogBodyLevelButtonSliderWrapperDisabled"><input type="checkbox" id="CybotCookiebotDialogBodyLevelButtonNecessary"
class="CybotCookiebotDialogBodyLevelButton CybotCookiebotDialogBodyLevelButtonDisabled" disabled="disabled" checked="checked"> <span class="CybotCookiebotDialogBodyLevelButtonSlider"></span></div>
</div>
<div class="CybotCookiebotDialogBodyLevelButtonWrapper"><label class="CybotCookiebotDialogBodyLevelButtonLabel" for="CybotCookiebotDialogBodyLevelButtonPreferences"><strong
class="CybotCookiebotDialogBodyLevelButtonDescription">Preferences</strong></label>
<div class="CybotCookiebotDialogBodyLevelButtonSliderWrapper"><input type="checkbox" id="CybotCookiebotDialogBodyLevelButtonPreferences" class="CybotCookiebotDialogBodyLevelButton CybotCookiebotDialogBodyLevelConsentCheckbox"
data-target="CybotCookiebotDialogBodyLevelButtonPreferencesInline" checked="checked" tabindex="0"> <span class="CybotCookiebotDialogBodyLevelButtonSlider"></span></div>
</div>
<div class="CybotCookiebotDialogBodyLevelButtonWrapper"><label class="CybotCookiebotDialogBodyLevelButtonLabel" for="CybotCookiebotDialogBodyLevelButtonStatistics"><strong
class="CybotCookiebotDialogBodyLevelButtonDescription">Performance</strong></label>
<div class="CybotCookiebotDialogBodyLevelButtonSliderWrapper"><input type="checkbox" id="CybotCookiebotDialogBodyLevelButtonStatistics" class="CybotCookiebotDialogBodyLevelButton CybotCookiebotDialogBodyLevelConsentCheckbox"
data-target="CybotCookiebotDialogBodyLevelButtonStatisticsInline" checked="checked" tabindex="0"> <span class="CybotCookiebotDialogBodyLevelButtonSlider"></span></div>
</div>
<div class="CybotCookiebotDialogBodyLevelButtonWrapper"><label class="CybotCookiebotDialogBodyLevelButtonLabel" for="CybotCookiebotDialogBodyLevelButtonMarketing"><strong
class="CybotCookiebotDialogBodyLevelButtonDescription">Marketing</strong></label>
<div class="CybotCookiebotDialogBodyLevelButtonSliderWrapper"><input type="checkbox" id="CybotCookiebotDialogBodyLevelButtonMarketing" class="CybotCookiebotDialogBodyLevelButton CybotCookiebotDialogBodyLevelConsentCheckbox"
data-target="CybotCookiebotDialogBodyLevelButtonMarketingInline" checked="checked" tabindex="0"> <span class="CybotCookiebotDialogBodyLevelButtonSlider"></span></div>
</div>
</div>
</fieldset>
</form><form><input type="checkbox" id="CybotCookiebotDialogBodyLevelButtonNecessaryInline" class="CybotCookiebotDialogBodyLevelButton CybotCookiebotDialogBodyLevelButtonDisabled" disabled="disabled" checked="checked"> <span
class="CybotCookiebotDialogBodyLevelButtonSlider"></span></form><form><input type="checkbox" id="CybotCookiebotDialogBodyLevelButtonPreferencesInline" class="CybotCookiebotDialogBodyLevelButton CybotCookiebotDialogBodyLevelConsentCheckbox" data-target="CybotCookiebotDialogBodyLevelButtonPreferences"
checked="checked" tabindex="0"> <span class="CybotCookiebotDialogBodyLevelButtonSlider"></span></form><form><input type="checkbox" id="CybotCookiebotDialogBodyLevelButtonStatisticsInline" class="CybotCookiebotDialogBodyLevelButton CybotCookiebotDialogBodyLevelConsentCheckbox" data-target="CybotCookiebotDialogBodyLevelButtonStatistics"
checked="checked" tabindex="0"> <span class="CybotCookiebotDialogBodyLevelButtonSlider"></span></form><form><input type="checkbox" id="CybotCookiebotDialogBodyLevelButtonMarketingInline" class="CybotCookiebotDialogBodyLevelButton CybotCookiebotDialogBodyLevelConsentCheckbox" data-target="CybotCookiebotDialogBodyLevelButtonMarketing" checked="checked"
tabindex="0"> <span class="CybotCookiebotDialogBodyLevelButtonSlider"></span></form><form class="CybotCookiebotDialogBodyLevelButtonSliderWrapper"><input type="checkbox" id="CybotCookiebotDialogBodyContentCheckboxPersonalInformation" class="CybotCookiebotDialogBodyLevelButton"> <span
class="CybotCookiebotDialogBodyLevelButtonSlider"></span></form>Text Content
* Consent
* Details
* [#IABV2SETTINGS#]
* About
THIS WEBSITE USES COOKIES
The World Economic Forum uses necessary cookies to make our site work. We would
also like to set optional "marketing" cookies to personalise content and ads and
“performance” cookies to improve the website.
Consent Selection
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Preferences
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Marketing
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* Necessary 71
Necessary cookies help make a website usable by enabling basic functions like
page navigation and access to secure areas of the website. The website cannot
function properly without these cookies.
* Cookiebot
1
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1.gifUsed to count the number of sessions to the website, necessary for
optimizing CMP product delivery.
Maximum Storage Duration: SessionType: Pixel Tracker
* Dailymotion
1
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usprivacyDetects whether the user has checked the Do Not Sell My Personal
Information-button on the website. This feature is a part of the CCPA.
Maximum Storage Duration: SessionType: HTTP Cookie
* Google
1
Learn more about this provider
Some of the data collected by this provider is for the purposes of
personalization and measuring advertising effectiveness.
test_cookieUsed to check if the user's browser supports cookies.
Maximum Storage Duration: 1 dayType: HTTP Cookie
* Kaltura
1
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object(#-#-##:#:#.#)Holds the users timezone.
Maximum Storage Duration: PersistentType: HTML Local Storage
* LinkedIn
2
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li_gcStores the user's cookie consent state for the current domain
Maximum Storage Duration: 180 daysType: HTTP Cookie
bscookieThis cookie is used to identify the visitor through an
application. This allows the visitor to login to a website through their
LinkedIn application for example.
Maximum Storage Duration: 1 yearType: HTTP Cookie
* Loginradius
5
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_GRECAPTCHAThis cookie is used to distinguish between humans and bots.
This is beneficial for the website, in order to make valid reports on the
use of their website.
Maximum Storage Duration: 180 daysType: HTTP Cookie
rc::aThis cookie is used to distinguish between humans and bots. This is
beneficial for the website, in order to make valid reports on the use of
their website.
Maximum Storage Duration: PersistentType: HTML Local Storage
rc::bThis cookie is used to distinguish between humans and bots.
Maximum Storage Duration: SessionType: HTML Local Storage
rc::cThis cookie is used to distinguish between humans and bots.
Maximum Storage Duration: SessionType: HTML Local Storage
rc::d-15#This cookie is used to distinguish between humans and bots.
Maximum Storage Duration: PersistentType: HTML Local Storage
* NASA
1
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cookietestThis cookie is used to determine if the visitor has accepted the
cookie consent box.
Maximum Storage Duration: SessionType: HTTP Cookie
* OneTrust
1
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OptanonConsentDetermines whether the visitor has accepted the cookie
consent box. This ensures that the cookie consent box will not be
presented again upon re-entry.
Maximum Storage Duration: 1 yearType: HTTP Cookie
* Parse.ly
1
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cookies.js_dtestThis cookie determines whether the browser accepts
cookies.
Maximum Storage Duration: SessionType: HTTP Cookie
* Pexels
1
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_cfuvidThis cookie is a part of the services provided by Cloudflare -
Including load-balancing, deliverance of website content and serving DNS
connection for website operators.
Maximum Storage Duration: SessionType: HTTP Cookie
* VWO
7
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t.gifEnsures that product pictures are presented correctly on website.
Maximum Storage Duration: SessionType: Pixel Tracker
_vwo_uuid_v2 [x5]This cookie is set to make split-tests on the website,
which optimizes the website's relevance towards the visitor – the cookie
can also be set to improve the visitor's experience on a website.
Maximum Storage Duration: 1 yearType: HTTP Cookie
nlsgd#Pending
Maximum Storage Duration: SessionType: HTTP Cookie
* World Economic Forum
8
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tsThis cookie is necessary for the PayPal login-function on the website.
Maximum Storage Duration: 13 monthsType: HTTP Cookie
v1stPending
Maximum Storage Duration: 13 monthsType: HTTP Cookie
SessionSets a unique ID for the session. This allows the website to obtain
data on visitor behaviour for statistical purposes.
Maximum Storage Duration: PersistentType: HTML Local Storage
fdisIdentifies the logged in user. A unique session ID is linked to the
user so that they are identified while navigating the website. The user is
logged out when the session expires.
Maximum Storage Duration: SessionType: HTTP Cookie
followTopicUsed to set topic preferences for unauthenticated visitors
prior to authentication
Maximum Storage Duration: SessionType: HTTP Cookie
redirect_pathUserd to handle internal page redirects
Maximum Storage Duration: SessionType: HTTP Cookie
refresh_token_prodA token used to refresh a user's authenticated session
upon access_token expriry
Maximum Storage Duration: 30 daysType: HTTP Cookie
STICKYUsed to distribute traffic to the website on several servers in
order to optimise response times.
Maximum Storage Duration: SessionType: HTTP Cookie
* adsensecustomsearchads.com
youtube.com
google.com
3
CONSENT [x3]Used to detect if the visitor has accepted the marketing
category in the cookie banner. This cookie is necessary for
GDPR-compliance of the website.
Maximum Storage Duration: 2 yearsType: HTTP Cookie
* api2.hcaptcha.com
1
__cflbRegisters which server-cluster is serving the visitor. This is used
in context with load balancing, in order to optimize user experience.
Maximum Storage Duration: 1 dayType: HTTP Cookie
* assets.weforum.org
consent.cookiebot.com
12
CookieConsent [x12]Stores the user's cookie consent state for the current
domain
Maximum Storage Duration: 1 yearType: HTTP Cookie
* fonts.net
livestream.com
onesignal.com
pexels.com
vimeo.com
5
__cf_bm [x5]This cookie is used to distinguish between humans and bots.
This is beneficial for the website, in order to make valid reports on the
use of their website.
Maximum Storage Duration: 1 dayType: HTTP Cookie
* nr-data.net
www.linkedin.com
2
JSESSIONID [x2]Preserves users states across page requests.
Maximum Storage Duration: SessionType: HTTP Cookie
* resourcewatch.org
4
__Host-next-auth.csrf-tokenEnsures visitor browsing-security by preventing
cross-site request forgery. This cookie is essential for the security of
the website and visitor.
Maximum Storage Duration: SessionType: HTTP Cookie
__Secure-next-auth.callback-urlUsed in order to detect spam and improve
the website's security.
Maximum Storage Duration: SessionType: HTTP Cookie
connect.sidThe cookie is necessary for secure log-in and the detection of
any spam or abuse of the website.
Maximum Storage Duration: SessionType: HTTP Cookie
nextauth.messagePreserves users states across page requests.
Maximum Storage Duration: PersistentType: HTML Local Storage
* tag.aticdn.net
3
_cookie_test [x3]This cookie determines whether the browser accepts
cookies.
Maximum Storage Duration: 1 dayType: HTTP Cookie
* weforum.file.force.com
weforum--c.documentforce.com
10
CookieConsentPolicy [x5]Stores the user's cookie consent state for the
current domain
Maximum Storage Duration: 1 yearType: HTTP Cookie
LSKey-c$CookieConsentPolicy [x5]Determines whether the user has accepted
the cookie consent box.
Maximum Storage Duration: 1 yearType: HTTP Cookie
* widget.sndcdn.com
1
sc_anonymous_idUsed in context with the 3D-view-function on the website.
Maximum Storage Duration: 10 yearsType: HTTP Cookie
* Preferences 26
Preference cookies enable a website to remember information that changes the
way the website behaves or looks, like your preferred language or the region
that you are in.
* Acast
1
Learn more about this provider
AcastLangThis cookie is used to determine the preferred language of the
visitor and sets the language accordingly on the website, if possible.
Maximum Storage Duration: PersistentType: HTML Local Storage
* Cookiebot
1
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CookieConsentBulkSetting-#Enables cookie consent across multiple websites
Maximum Storage Duration: 1 yearType: HTML Local Storage
* LinkedIn
3
Learn more about this provider
langNecessary for maintaining language-settings across subpages on the
website.
Maximum Storage Duration: SessionType: HTTP Cookie
lidcRegisters which server-cluster is serving the visitor. This is used in
context with load balancing, in order to optimize user experience.
Maximum Storage Duration: 1 dayType: HTTP Cookie
li_alertsUsed to determine when and where certain pop-ups on the website
should be presented for the user and remember whether the user has closed
these, to keep them from showing multiple times.
Maximum Storage Duration: 1 yearType: HTTP Cookie
* Sli.do
4
Learn more about this provider
app.lastEventUuidCaptures state of last user event on the app too ensure
user flow states are maintained
Maximum Storage Duration: PersistentType: HTML Local Storage
app.redux.localFeatureFlagsSets locale as per user preference on the
browser
Maximum Storage Duration: PersistentType: HTML Local Storage
app.redux.rememberedUserMaintains user state while using Sli.do app on the
website
Maximum Storage Duration: PersistentType: HTML Local Storage
app.redux.uiNewQuestions.readQuestionsIdsEnables capture of new questions
from users
Maximum Storage Duration: PersistentType: HTML Local Storage
* Tableau
2
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tableau_localeThe cookie determines the preferred language and
country-setting of the visitor - This allows the website to show content
most relevant to that region and language.
Maximum Storage Duration: SessionType: HTTP Cookie
tableau_public_negotiated_localeUsed in context with the language setting
on the website. Facilitates the translation into the preferred language of
the visitor.
Maximum Storage Duration: SessionType: HTTP Cookie
* Vimeo
2
Learn more about this provider
playerSaves the user's preferences when playing embedded videos from
Vimeo.
Maximum Storage Duration: 1 yearType: HTTP Cookie
sync_activeContains data on visitor's video-content preferences - This
allows the website to remember parameters such as preferred volume or
video quality. The service is provided by Vimeo.com.
Maximum Storage Duration: PersistentType: HTML Local Storage
* Weglot
1
Learn more about this provider
wglangDetermines the preferred language of the visitor. Allows the website
to set the preferred language upon the visitor's re-entry.
Maximum Storage Duration: PersistentType: HTML Local Storage
* World Economic Forum
7
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jwplayerLocalIdUsed to determine the optimal video quality based on the
visitor's device and network settings.
Maximum Storage Duration: PersistentType: HTML Local Storage
i18next.translate.booUsed in context with the language setting on the
website. Facilitates the translation into the preferred language of the
visitor.
Maximum Storage Duration: SessionType: HTML Local Storage
i18nextLng [x2]Determines the preferred language of the visitor. Allows
the website to set the preferred language upon the visitor's re-entry.
Maximum Storage Duration: PersistentType: HTML Local Storage
inlined_view_idThis cookie is used in conjunction with the video player.
The cookie remembers if the user has muted the volume and keeps this
setting on other video content watched by the visitor.
Maximum Storage Duration: PersistentType: HTML Local Storage
dismissedCtaBannerUsed to determine whether a visitor has dismissed a call
to action
Maximum Storage Duration: SessionType: HTTP Cookie
dismissedNavPromoUsed to determine whether a visitor has dismissed a call
to action
Maximum Storage Duration: SessionType: HTTP Cookie
* www.climatewatchdata.org
5
ONE_SIGNAL_SDK_DB#IdsDetects whether the user should be presented with a
notification-bar upon entry on the website.
Maximum Storage Duration: PersistentType: IndexedDB
ONE_SIGNAL_SDK_DB#NotificationClickedUsed by the website to determine
which support notifications the user has been shown.
Maximum Storage Duration: PersistentType: IndexedDB
ONE_SIGNAL_SDK_DB#NotificationOpenedContains the widget state on whether
it has been minimized or opened for internal statistics.
Maximum Storage Duration: PersistentType: IndexedDB
ONE_SIGNAL_SDK_DB#NotificationReceivedUsed by the website to determine
which support notifications the user has been shown.
Maximum Storage Duration: PersistentType: IndexedDB
ONE_SIGNAL_SDK_DB#SessionsUsed to maintain visitors' preferences
throughout the visit and sub-pages.
Maximum Storage Duration: PersistentType: IndexedDB
* Performance 186
Performance cookies help website owners to understand how visitors interact
with websites by collecting and reporting information anonymously.
* Alibaba.com
1
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APLUS_LS_KEYRegisters statistical data on users' behaviour on the website.
Used for internal analytics by the website operator.
Maximum Storage Duration: PersistentType: HTML Local Storage
* Appcues
2
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apc_local_idUsed in context with the VR-content on website. Collects data
on who, what and when the content has been viewed for statistical
purposes.
Maximum Storage Duration: PersistentType: HTML Local Storage
apc_userUsed in context with the VR-content on website. Collects data on
who, what and when the content has been viewed for statistical purposes.
Maximum Storage Duration: SessionType: HTML Local Storage
* Chartbeat
39
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_cb [x6]Collects data such as visitors' IP address, geographical location
and website navigation - This information is used for internal
optimization and statistics for the website's operator.
Maximum Storage Duration: SessionType: HTTP Cookie
_chartbeat2 [x6]Collects data on the user's visits to the website, such as
which pages have been read.
Maximum Storage Duration: SessionType: HTTP Cookie
_chartbeat4 [x21]Collects data on the user's visits to the website, such
as which pages have been read.
Maximum Storage Duration: SessionType: HTTP Cookie
_v__cb_cp [x2]Collects data such as visitors' IP address, geographical
location and website navigation - This information is used for internal
optimization and statistics for the website's operator.
Maximum Storage Duration: SessionType: HTTP Cookie
_cbCollects data such as visitors' IP address, geographical location and
website navigation - This information is used for internal optimization
and statistics for the website's operator.
Maximum Storage Duration: PersistentType: HTML Local Storage
_cb_expiresThis cookie is used in context with HTML local storage, this
sets an expiry date/time for the _cb tracker, which makes it function like
a cookie.
Maximum Storage Duration: PersistentType: HTML Local Storage
_chartbeat4This cookie determines whether the user is new or returning and
if they are a visitor or administrator/website owner.
Maximum Storage Duration: PersistentType: HTML Local Storage
_cbtCollects data such as visitors' IP address, geographical location and
website navigation - This information is used for internal optimization
and statistics for the website's operator.
Maximum Storage Duration: SessionType: HTTP Cookie
* Google
98
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Some of the data collected by this provider is for the purposes of
personalization and measuring advertising effectiveness.
__utma [x4]Collects data on the number of times a user has visited the
website as well as dates for the first and most recent visit. Used by
Google Analytics.
Maximum Storage Duration: 2 yearsType: HTTP Cookie
__utmb [x4]Registers a timestamp with the exact time of when the user
accessed the website. Used by Google Analytics to calculate the duration
of a website visit.
Maximum Storage Duration: 1 dayType: HTTP Cookie
__utmc [x4]Registers a timestamp with the exact time of when the user
leaves the website. Used by Google Analytics to calculate the duration of
a website visit.
Maximum Storage Duration: SessionType: HTTP Cookie
__utmv [x4]Saves user-defined tracking parameters for use in Google
Analytics.
Maximum Storage Duration: SessionType: HTTP Cookie
__utmz [x4]Collects data on where the user came from, what search engine
was used, what link was clicked and what search term was used. Used by
Google Analytics.
Maximum Storage Duration: 6 monthsType: HTTP Cookie
_ga [x25]Registers a unique ID that is used to generate statistical data
on how the visitor uses the website.
Maximum Storage Duration: 2 yearsType: HTTP Cookie
_ga_# [x18]Used by Google Analytics to collect data on the number of times
a user has visited the website as well as dates for the first and most
recent visit.
Maximum Storage Duration: 2 yearsType: HTTP Cookie
_gid [x21]Registers a unique ID that is used to generate statistical data
on how the visitor uses the website.
Maximum Storage Duration: 1 dayType: HTTP Cookie
_gat [x6]Used by Google Analytics to throttle request rate
Maximum Storage Duration: 1 dayType: HTTP Cookie
__utm.gifGoogle Analytics Tracking Code that logs details about the
visitor's browser and computer.
Maximum Storage Duration: SessionType: Pixel Tracker
collectUsed to send data to Google Analytics about the visitor's device
and behavior. Tracks the visitor across devices and marketing channels.
Maximum Storage Duration: SessionType: Pixel Tracker
__utmt [x2]Used to throttle the speed of requests to the server.
Maximum Storage Duration: 1 dayType: HTTP Cookie
__gsasUsed by Google AdSense for experimenting with advertisement
efficiency across websites using their services.
Maximum Storage Duration: 1 yearType: HTTP Cookie
tdRegisters statistical data on users' behaviour on the website. Used for
internal analytics by the website operator.
Maximum Storage Duration: SessionType: Pixel Tracker
__utmdThis cookie is used to assign specific visitors into segments, this
segmentation is based on visitor behavior on the website - the
segmentation can be used to target larger groups.
Maximum Storage Duration: 1 dayType: HTTP Cookie
__utmliCollects statistics on the user's visits to the website, such as
the number of visits, average time spent on the website and what pages
have been read.
Maximum Storage Duration: SessionType: HTTP Cookie
* LinkedIn
1
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AnalyticsSyncHistoryUsed in connection with data-synchronization with
third-party analysis service.
Maximum Storage Duration: 30 daysType: HTTP Cookie
* OECD
1
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context_historyPending
Maximum Storage Duration: SessionType: HTML Local Storage
* Parse.ly
3
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_parsely_sessionThis cookie is used to collect data on visitor behavior on
the website.
Maximum Storage Duration: 1 dayType: HTTP Cookie
_parsely_visitorThis cookie is used to determine if the visitor has
visited the website before, or if it is a new visitor on the website.
Maximum Storage Duration: 13 monthsType: HTTP Cookie
parsely_uuidRegisters statistical data on users' behaviour on the website.
Used for internal analytics by the website operator.
Maximum Storage Duration: SessionType: HTTP Cookie
* Quantcast
5
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__qcaCollects data on the user's visits to the website, such as the number
of visits, average time spent on the website and what pages have been
loaded with the purpose of generating reports for optimising the website
content.
Maximum Storage Duration: 1 yearType: HTTP Cookie
_dlt [x2]Sets a unique ID for the session. This allows the website to
obtain data on visitor behaviour for statistical purposes.
Maximum Storage Duration: 1 dayType: HTTP Cookie
__qcaCollects data on the user's visits to the website, such as the number
of visits, average time spent on the website and what pages have been
loaded with the purpose of generating reports for optimising the website
content.
Maximum Storage Duration: PersistentType: HTML Local Storage
qcSesCollects data on the user's visits to the website, such as the number
of visits, average time spent on the website and what pages have been
loaded with the purpose of generating reports for optimising the website
content.
Maximum Storage Duration: SessionType: HTML Local Storage
* Sli.do
4
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_persistenceTest [x2]Pending
Maximum Storage Duration: 1 yearType: HTTP Cookie
Slido.EventAuthTokens [x2]Pending
Maximum Storage Duration: 1 yearType: HTTP Cookie
* Taobao.com
2
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x5secdataRegisters statistical data on users' behaviour on the website.
Used for internal analytics by the website operator.
Maximum Storage Duration: 1 dayType: HTTP Cookie
xlly_sCollects data on visitor interaction with the website's
video-content. This data is used to make the website's video-content more
relevant towards the visitor.
Maximum Storage Duration: 3 daysType: HTTP Cookie
* VWO
11
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analyzeThis cookie is used by the website’s operator in context with
multi-variate testing. This is a tool used to combine or change content on
the website. This allows the website to find the best variation/edition of
the site.
Maximum Storage Duration: SessionType: Pixel Tracker
l.gifThis cookie is used by the website’s operator in context with
multi-variate testing. This is a tool used to combine or change content on
the website. This allows the website to find the best variation/edition of
the site.
Maximum Storage Duration: SessionType: Pixel Tracker
v.gifThis cookie is set to make split-tests on the website, which
optimizes the website's relevance towards the visitor – the cookie can
also be set to improve the visitor's experience on a website.
Maximum Storage Duration: SessionType: Pixel Tracker
vwoSnThis cookie is set to make split-tests on the website, which
optimizes the website's relevance towards the visitor – the cookie can
also be set to improve the visitor's experience on a website.
Maximum Storage Duration: PersistentType: HTML Local Storage
_vis_opt_exp_#_combiUsed by Visual Website Optimizer to ensure that the
same user interface variant is displayed for each visit, if the user is
participating in a design experiment.
Maximum Storage Duration: 100 daysType: HTTP Cookie
_vis_opt_sUsed by Visual Website Optimizer to determine if the visitor is
participating in a design experiment.
Maximum Storage Duration: 100 daysType: HTTP Cookie
_vis_opt_test_cookieUsed to check if the user's browser supports cookies.
Maximum Storage Duration: SessionType: HTTP Cookie
_vwo_dsCollects data on the user's visits to the website, such as the
number of visits, average time spent on the website and what pages have
been loaded with the purpose of generating reports for optimising the
website content.
Maximum Storage Duration: 2 monthsType: HTTP Cookie
_vwo_referrerRegisters data on visitors' website-behaviour. This is used
for internal analysis and website optimization.
Maximum Storage Duration: SessionType: HTTP Cookie
_vwo_snCollects statistics on the visitor's visits to the website, such as
the number of visits, average time spent on the website and what pages
have been read.
Maximum Storage Duration: 1 dayType: HTTP Cookie
_vwo_uuidUsed by Visual Website Optimizer to ensure that the same user
interface variant is displayed for each visit, if the user is
participating in a design experiment.
Maximum Storage Duration: 10 yearsType: HTTP Cookie
* World Economic Forum
6
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_cb_svrefCollects data such as visitors' IP address, geographical location
and website navigation - This information is used for internal
optimization and statistics for the website's operator.
Maximum Storage Duration: PersistentType: HTML Local Storage
_cb_svref_expiresThis cookie is used in context with HTML local storage,
this sets an expiry date/time for the _cb_sverf, which makes it function
like a cookie.
Maximum Storage Duration: PersistentType: HTML Local Storage
APLUS_CNARegisters statistical data on users' behaviour on the website.
Used for internal analytics by the website operator.
Maximum Storage Duration: PersistentType: HTML Local Storage
dmvkRegisters statistical data on users' behaviour on the website. Used
for internal analytics by the website operator.
Maximum Storage Duration: SessionType: HTTP Cookie
createDateContains the expiry date for other cookies.
Maximum Storage Duration: SessionType: HTML Local Storage
NRBA_SESSIONCollects data on the user’s navigation and behavior on the
website. This is used to compile statistical reports and heatmaps for the
website owner.
Maximum Storage Duration: PersistentType: HTML Local Storage
* embed-cdn.spotifycdn.com
1
sentryReplaySessionRegisters data on visitors' website-behaviour. This is
used for internal analysis and website optimization.
Maximum Storage Duration: SessionType: HTML Local Storage
* force.com
weforum--c.documentforce.com
4
BrowserId [x4]Registers a unique ID that identifies the user's device for
return visits.
Maximum Storage Duration: 1 yearType: HTTP Cookie
* livestream.com
f.vimeocdn.com
2
vuid [x2]Collects data on visitor interaction with the website's
video-content. This data is used to make the website's video-content more
relevant towards the visitor.
Maximum Storage Duration: 2 yearsType: HTTP Cookie
* public.powrcdn.com
3
ahoy_unique_#Registers statistical data on users' behaviour on the
website. Used for internal analytics by the website operator.
Maximum Storage Duration: 1 dayType: HTTP Cookie
ahoy_visitRegisters statistical data on users' behaviour on the website.
Used for internal analytics by the website operator.
Maximum Storage Duration: 1 dayType: HTTP Cookie
ahoy_visitorRegisters statistical data on users' behaviour on the website.
Used for internal analytics by the website operator.
Maximum Storage Duration: 2 yearsType: HTTP Cookie
* tag.aticdn.net
2
atuseridRegisters statistical data on users' behaviour on the website.
Used for internal analytics by the website operator.
Maximum Storage Duration: SessionType: HTTP Cookie
pa_userRegisters statistical data on users' behaviour on the website. Used
for internal analytics by the website operator.
Maximum Storage Duration: SessionType: HTTP Cookie
* widget.sndcdn.com
1
number(#)Used to track user’s interaction with embedded content.
Maximum Storage Duration: SessionType: HTML Local Storage
* Marketing 112
Marketing cookies are used to track visitors across websites. The intention
is to display ads that are relevant and engaging for the individual user and
thereby more valuable for publishers and third party advertisers.
* Alibaba.com
5
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atpsidaRegisters a unique ID that identifies the user's device during
return visits. Used for conversion tracking and to measure the efficacy of
online ads.
Maximum Storage Duration: SessionType: HTTP Cookie
scaUsed to track user’s interaction with embedded content.
Maximum Storage Duration: SessionType: HTTP Cookie
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Opinion
Health and Healthcare Systems
IMPROVING HEALTHCARE IN THE INTELLIGENT AGE REQUIRES CULTURAL CHANGE AND
COLLABORATION
Dec 20, 2024
Collaborative models can pave the way for a regenerative healthcare ecosystem
Image: Shutterstock / Pressmaster
KATHY BLOOMGARDEN
Chief Executive Officer, Ruder Finn
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What's the World Economic Forum doing to accelerate action on Health and
Healthcare Systems?
The Big Picture
EXPLORE AND MONITOR HOW ARTIFICIAL INTELLIGENCE IS AFFECTING ECONOMIES,
INDUSTRIES AND GLOBAL ISSUES
STAY UP TO DATE:
ARTIFICIAL INTELLIGENCE
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This article is part of: World Economic Forum Annual Meeting
* Embracing the potential of artificial intelligence (AI) in healthcare demands
a mindset shift, prioritizing collaboration, openness and a willingness to
transform outdated workflows.
* AI-powered tools deliver tailored treatments but patient engagement and data
consent are essential to unlock their full impact.
* Collaborative models such as federated learning and open datasets foster
innovation while addressing privacy concerns, paving the way for a
regenerative healthcare ecosystem.
It’s no secret that we are living in an age of unprecedented disruption.
Innovation is moving at an astounding pace, impacting how we connect and
communicate across industries globally.
Artificial Intelligence (AI) innovation is advancing far faster than other
technological breakthroughs, with collaboration between pharma companies,
biotech, academia and startups bringing new game-changing tools to the
healthcare market.
From developing scientific progress to patient touchpoints, AI can optimize and
elevate at all levels. Leadership is key to encouraging teams to restructure and
adopt an open mindset regarding AI in their field.
BCG proposed the 10-20-70 rule for successful generative AI (GenAI)
transformation, which involves focusing 10% on building new algorithms, 20% on
infrastructure and 70% on people and processes.
Leaders must recognize that we can only harness AI innovation’s full capacity if
we initiate cultural transformation, creating an openness to change among
people.
HAVE YOU READ?
* 4 WAYS AI IS TRANSFORMING HEALTHCARE
* DIGITAL HEALTH INCLUSION CAN PROVIDE HEALTHCARE FOR ALL - THIS IS HOW
AI AS A TRANSFORMATIONAL DISCOVERY TOOL
AI tools can advance research and development by validating drug targets more
quickly, optimizing clinical trial design structures and speeding up the new
drug screening process by up to 50%.
Iambic Therapeutics, for example, recently announced a new AI drug discovery
model called Enchant that streamlines research processes by predicting how a
given drug will perform, even at the earliest stages of development, cutting
years off time-consuming and expensive preclinical development processes.
Adopting AI means letting go of old ways of working. The technology will point
to the most promising projects for investment and those less likely to succeed.
Resources will be shifted, and some projects will be eliminated, requiring a
culture and mindset shift that is not easy to achieve.
Leaders at all levels of the organization must encourage teams to expand their
creative capacity and focus on the best areas of opportunity.
REVOLUTIONIZING CLINICAL TRIAL RECRUITMENT
Recruitment proves continuously challenging, costing nearly $2 billion annually
and resulting in 85% of clinical trials failing to recruit or retain a large
enough sample size.
Leaders can utilize AI tools to streamline this challenging process by
efficiently identifying individuals who are qualified matches to participate in
trials. Companies such as Johnson & Johnson apply machine learning and AI
algorithms to bring trials directly to patients.
Sanofi, Open AI, and Formation Bio recently collaborated to produce Muse, the
first AI-powered tool to speed up clinical trial recruitment. Sanofi plans to
implement Muse in its Phase 3 multiple sclerosis studies.
Utilizing these AI tools will address the common challenge of timely patient
recruitment and improve accessibility factors and overall experience,
encouraging patients to participate in clinical trial activities.
“
In today’s age, the shift to engagement will be critical to ensuring
stakeholders’ buy-in.
—Kathy Bloomgarden, Chief Executive Officer, Ruder Finn”
— Kathy Bloomgarden, Chief Executive Officer, Ruder Finn
PERSONALIZED MEDICINE AND TREATMENT PLANNING
People expect and deserve the personalized solutions AI is already helping
healthcare professionals develop, including individual treatment plans. These
relationship mapping between drugs and factors can determine predicted patient
outcomes and identify best-fit treatments.
Research from Genomics and Stanford University indicates that new genetic
screening tests can identify those at risk for common premature diseases,
including hypertension, breast cancer and diabetes.
These tools would identify genetic warning signs for these conditions, allowing
health professionals to offer vulnerable groups earlier intervention and
treatment, with the possibility of preventing premature deaths by 24.5%.
AI-powered technologies and treatments can help patients make more informed and
active healthcare decisions. However, communications efforts must reach out to
patients to build trust in medical advice and encourage them to proactively seek
knowledge of their risk factors and stick to treatment plans.
DOING GOOD WITH DATA
It’s important to remember that generative models are only as good as the data
they are fed. Patient outreach is needed to encourage clients to consent to
their data being used to develop further research, as this helps to supplement
data sets with actual use cases and expand the pools that researchers can pull
from.
For example, Genentech has started using “lab in the loop” training for its AI
based on data that it generated itself.
With the increased capabilities of pooled data, concerns about privacy are
rising. To combat these hesitations, Owkin and others have utilized federated
learning to ensure that stored data builds an atlas of data where key findings
are analyzed to come out with gated solutions but the data remains protected at
the academic centre.
There is also the potential to share innovations among healthcare organizations.
Sanofi has adopted an “all boats rise” mentality by opening up its data sets for
small AI initiatives to benefit from.
By shifting our perception and hope for the healthcare industry to a
regenerative, circular model rather than a direct pipeline from singular company
to consumer, we can expand our capacity to do good.
TRANSFORMING PERSPECTIVES
As with any new technology, change will receive resistance. Early adopters and
leaders must translate how these tools can be used in real, tangible ways. At
the heart of this is a need for a cultural shift to a learning mentality that
rewards experimentation and innovation.
Satya Nadella stated that we have to move from an educational organization to a
learning organization. Healthcare has traditionally been focused on providing
education and advice. In today’s age, the shift to engagement will be critical
to ensuring stakeholders’ buy-in.
Healthcare leaders need to recognize that innovations are not implemented on
their own, no matter how great they are. Scientific breakthroughs need the
support of a comprehensive communications strategy to build trust, enhance
adoption and ultimately, realize the amazing breakthroughs that can impact every
patient’s life.
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