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WEF_IoB_briefing_paper_2020
auto-generated 1-Feb-2021
In collaboration with McGill University Shaping the Future of the Internet of Bodies: New challenges of technology governance B R I E F I N G P A P E R J U L Y 2 0 2 0 Cover: Unsplash/Umberto Contents Foreword Executive summary 1 Part One: The internet of bodies is here 1.1 Range and categories of technologies 1.2 Data-enabled social benefits 1.3 Risks associated with the internet of bodies 2 Part Two: Governance of internet of bodies data 2.1 Data regulatory landscape in the US and EU 2.2 New g

Keywords

governance of the iob commission and the consumer policy for the protection fellow at the world policy such as health fellow to the world privacy in the electronic foreword as new technologies information such as medical

Sources: WEF

Pathway Demo and Download Data

You can download the excel file containing Categories, Goals, Measures and Actions. Please use Lunge App, to try the pathway data.
This section lists the Pathway type, Priority/ function areas, Sectors/ fields of life and People/ roles for the pathway.
Type:   Forecasts
Priority/ Function Areas:   Law & Government  People & Society
Sectors/ Fields of Life:   Economy-wide
This section lists the Categories, Goals, Measures and Actions included in the pathway.
Profiles:   the protection   the definition   the collection   the issues   the tokens   dmn senators   the interpretation   the use   its measurements   the threshold   s warehouses   the lack   the spy   the forum   the privacy   the division   no coverage   an experts   this practices   hipaa rule   this programmes   this principles   the target   the risks   the boundaries   the mechanism   big data   a product   iob technologies   a combination   the approaches   this products   the replacement   the portability   a example   francisco bans   the actsssss   it future   an devices   the combination   the selfmanagement   karime lead   the variety   the volume   the internet   the conditions   datum threats   an examples   the network   the nation   the worlds   the governance   the bipa   this approach   the approach   this questions   a girl   ebola papers   the approval   a survey   the implications   it association   the economist   the ccpa   the individuals   a framework   the technology   the report   a membership   the issue   the establishment   the monitoring   that level   the classification   the technologies   a startup   the section   all rights   a group   the line   this devices   the basis   the imbalance   all sources   she father   this paper   this workers   an data   this risk   the manufacturing   the unpredictability   a employee   the pandemic   an companies   iob devices   the act   the devices   it processing   the coverage   the computer   the focus   this part   the misuse   the database   the glba   the directive   a map   the data   an insurers   andy guide   its business   she parents
Goals:   http revealsacceleratingconvergenceofconsumerwearablesandpersonalhealthmedicaldevices link   address security privacy   federallevel discrimination laws   fall potential victims   use personal information   introduce business review   concern employer behaviour   furnish consumer report   shape new challenges   cause discrimination harm   govern information pii   develop supportive environment   require governance frameworks   store including data   turn human body   monitor workers safety   collect biological data   reveal accelerating convergence   compromise effective protection   offer deployment solution   obtain including services   set comprehensive set   provide published studies   include internetconnected pancreas   interact enhanced relationship   standardize taken approach   transform human body   characterize sectoral approach   increase more incidents   shake socioeconomic basics   access homes offices   develop stable relationship   introduce protecting act   correct including information   shape development use   include private information   examine regulatory landscape   extract sensitive records   reflect new challenges   contest individual article   govern generated data   collect storing processing   contain protected inferences   use fitness devices   share studies data   recast access 200654ec94   tackle health emergency   provide landscape review   inadequate regulatory measures   suffer actual harm   predict avert manage   get implanted chip   shape world forum   monitor human body   develop based framework   build robust system   aggravate inequality gap   monitor electrocardiogram rate   request regarding rules   link multisourced data   raise privacy concerns   http comscienceandtechnology20200514thepandemichasspawnedanewwaytostudymedicalrecords link   hire technologies algorithms   selfassess own health   rethink wachter profiling   alleviate equity issues   regulate reporting cra   guide policies privacy   lack capabilities standards   ensure fairness transparency   reinforce limiting inequality   produce concerning effects   address broad dynamics   discipline creates policy   find best combination   include providers plans   envision options possibilities   include following principles   regulate financial information   hire retention25 promotion   envision contributors possibilities   tackle new challenges   decisionmake broad range   reduce costs13 3   address ethical considerations   expose cybersecurity breaches   affect people rights   license includes data   improve completion rate   assign risk score   require thorough examination   assist users patients   include other devices   signal alarming discriminations   understand characteristics conditions   protect security confidentiality   ensure shaping 10   provide comprehensive view   examine regulatory approaches   address accountability gap   deliver measure devices   offer participates programme   share vital data   maintain protect safeguards   realize full potential   interpret underlying race   address address measures   need uptodate frameworks   include racial directive   establish privacy safety   find security flaws   improve biometric sensors   protect related features   resemble fall groups   lead forum centre   offer legal protection   analyticsshaping privacy selfmanagement   spawn new way   enable patient tracking   come associated risks   protect public interest   process category data   describe located individual   promote healthy lifestyle   require clearer definition   address health data
Measures:   enroll patients   unreasonable searches   automate decisions   serious flaws   ifeoma algorithms   monitor solution   identity safety   nonsectoral regulation   special categories   vital signs   faculty fellow   regional agendas   weak regulations   cybersecurity breaches   datum protection   share benefits   workplace safety   ordinary products   accountability gap   human data   own users   fair practices   identifier information   most antidiscrimination   smart exoskeletons   public spotlight   synthetic analytics   exacerbate stress   private life   individual article   invasive technologies   wide adoption   general health   mobile networks   html link   supportive environment   more incidents   important dialogue   healthcare solutions   continuous vitals   nonclinical data   specific cluster   datum flows   privacy safety   continuous streams   regulatory infrastructures   important work   educational rights   simple problems   genetic data   new agenda   consumergenerated data   predictive modelling   assume relationship   particular individuals   federal policy   enormous benefits   conventional division   base lifestyle   bias policies   nonpublic information   public interest   behavioural interview   current approaches   wearable technology   several examples   exist practices   robust frameworks   exist law   social groups   age population   medical devices5   derive data   complicate conditions   vast amounts   wearable devices   individual health   gender code   iob data   generate groups   different types   serious concerns   depersonalize data   encapsulate medicine   datum rights   extensive technologies   digital market   biological data   cardiovascular disease   nonpersonal metadata   wwwjipiteceuissuesjipitec10220194916 link   own policy   white paper   relevant laws   iob technologies   reasonable safeguards   wrong hands   global pandemic   short victims   standardize platform   agile laws   acceptable levels   follow section   mobile phones   new technology   financial institution   foremost business   commercial officer   inequality gap   medical fields   shift ecosystem   simple way   physical harms   many facets   new era   exist issues   patient tracking   many concerns   vary laws   distinct issues   behavioural data   various groups   fitness devices   security privacy   certain groups   physiological data   applicable statute   nonsensitive information   predictive technologies   smart cities   datadriven predictions   potential discriminations   broad principles   executive officer   human lives   stable relationship   personal choice   discriminatory barriers   lawfulness fairness   smart devices   sensitive data   ethical treatment   different agencies   unfair inferences   broad dynamics   canadian researcher   cover identities   explicit consent   predictive solutions   national security   datadriven inferences   uptodate frameworks   personal traits   statistical properties   big principles   actual harm   smart nation   devicesbigdatareport link   emergent practices   respective jurisdictions   publish data21   business insider   nonmedical data   new rules   potential biases   completion rate   proprietary methods   common time   regulatory requirements   connect devices   zip code   new protections   algorithmic decisionmaking   practical needs   medicalnonmedical categories   protection safety   general governance   discriminatory decisions   relevant regulations   prescribe set   drowsy truckers   fourth revolution   different sectors   datum subjects   cardiac events   repurposing use   implicit bias   algorithmic analytics   identifiable information   reasonable inferences   fair information   patient solution   own needs   regular period   specific choice   main findings   different sources   automate processing   special category   report incidents   criminal justice   protect data   legal regulations   new terrain   regular basis   wwwprnewswirecomnewsreleaseswearabletechnologymarket link   specific privacy   human rights   global economy   collective rights   did578f4eeb6668 link   process use   deep insights   personal trackers   vital provisions   social media   individualbased systems   medical purposes   economic forum   device insider   electrical engineers   diagnostic specimens   new approaches   several aspects   bias decisions   affinity profiling   remote programme   own health   wwwftcgovenforcementstatutesfederaltradecommissionact link   exist requirements   human performance   fail laws   healthrelated factors   medical wearables   smart data   basic rights   personal information   cisindiaorgpapersebolaabigdata link   protection duties   phone calls   preventive care   different bodies   wwwcongressgovbill116thcongresssenatebill1842textis link   biometric data   insight comments   qualify individuals   human behaviour   human decisions   digital government   support system   contentious topic   develop world   anti laws   datum elements   legal protection   sensitive information   old users   automate system   deceptive acts   environmental data   same properties   genetic discrimination   category data   general subject   retail stores   high risks   individual lifestyle   equivalent strength   arcane language   associate professor   geographical discrimination   different devices   temperature rate   federal laws   process character   extant regulations   good combination   score solutions   limit categories   technology202004kinsasmartthermometerdatafeverscovid19html link   human bodies   solidarity personalisation   medicine research   broad concerns   wwwsympaticcom link   potential harm   professional technology   assistive technology   reality wearables   financial protection   analyticsbased policy   landscape review   org20181022658808705thousandsofswedesareinsertingmicrochipsundertheirskin link   local laws   new sources   global outbreak   easy access   wearable technologies   strict regulation   gdpr profiling   identifiable individuals   gdpr law   datum environments   global agendas   such profiling   prominent aspect   clinical professor   massive quantities   big environment   real data   immediate actions   expand area   particular concern   social sorting   continuous monitoring   security confidentiality   safe harbor31   work capacity   medicationtaking habits   more details   military movements   algorithmic deployment   predictive applications   privacy interests   different populations   individualise contracts   relevant examples   multisourced data   worker safety   live conditions   senior manager   new strategies   conventional concept   governance challenges   wwwdemocraticmediaorgcddwearable link   retail records   traditional settings   workplace control   big data   public health   development use   traditional definitions   robust system   readmission rates   finegrained details   effective use   new risk   ingestible minisensors   personal characteristics   intensive collecting   senior attorney   public agents   large population   many experts   governance frameworks   regulatory landscape   implant chips   unprecedented number   consumer devices   com20190213ibmhelpsorganizationsmonitortheirworkerssafetywithwatsoniot link   general reputation   discriminative policies   direct employees   regulatory approaches   emerge technology   medical device   lawful grounds   soldiersareandwhattheyaredoing2018012886915662044111e8aa61f3391373867e_storyhtml link   federal statute   legitimate interest   public surveillance   limitless worker   international organization   secondary law   security problems   national origin   more breaches   different jurisdictions   algorithmgenerated groups   decisionmake article   unprecedented velocity   intelligent technology   harpersorgarchive201503thespywhofiredme2 link   big change   socioeconomic basics   publish studies   physical searches   last year   medical interoperability   high risk   solidarity trends   protect features   operational cost   good control   biometric technologies   sufficient information   home offices   medical data   suspicious behaviour   general regulations   connect world   know traits   smart sensors   commute patterns   sly soldiers   complex issues   respiratory rate   robotic limbs   smart implantables   recent years   personal data   genomic data   anonymous information   traditional devices   sensitive inferences   algorithmic grouping   hoc groups   municipal laws   cover entities   discriminatory insurance   exist documents   protect groups   separate laws   online interview   electronic communications   health map   comprehensive view   consumer trust   social inequality   collective dimension   daily activities   explicit acknowledgement   virtual programme   healthy lifestyle   political context   accelerate convergence   wwwinsidercomhowaccurateisapplewatchheartrate link   eyesight devices   potential victims   health data   evolve computer   hazardous workplaces   infer characteristics   wellness programme   responsible technology   nonpersonal data   embed devices   break promises   predictive data   intend purposes   wwwpoliticocomstory20190203healthriskscoresopioidabuse1139978 link   report incident   separate sets   daily routines   creditworthiness character   societal benefits   artificial pancreas   fake data   fundamental rights   protect information   protect group   traditional architecture   separate bodies   nonmedical wearables   valuable insights   broad adoption   medical scenarios   electronic skin   certain neighbourhoods   preventive measures   first law   medical records   noticeandconsent model   potential benefits   big environments   officer surgery   research report   different standards   risk score   contest terrain   non discrimination   smart prostheses   relate rules   old officer   standard determination   digital pills   wwwnpr link   expert determination   disaster link   remote monitoring   iob devices   datum integrity   personal lifestyle   urban professor   educational institutions   military bases   specific laws   medical care   lessdeveloped countries   discrimination risks   enhance relationship   nonmedical devices   sensitive records   comprehensive law   musculoskeletal injuries   datamodelling capabilities   connect technologies   iobrelated data   implementation standards   industrial associations   synthetic data   peritoneal dialysis   external datasets   political business   brainwear devices   financial institutions   retail chain   legal formality   good biobanks   pandemic technologies   current regulations   online advertising   important areas   inference data   comparative perspective   frequent flows   clinical settings   vary sources   fourth curator   false alarms   computerize data   discriminatory policies   available databases   clear definition   public safety   health plans   comprehensive laws   important decisions   public sectors   temperature sweat   surprise failure   new data   individual autonomy   cross infection   chronic disease11   medical applications   basic healthcare   non devices   specific regulations   minute details   regulatory agencies   public dialogue   personal life   such rules   low verifiability   digital democracy   protection law   legitimate grounds   algorithmic forms   chief officer   second year   biometric sensors   future outbreaks   unequal treatment   http wwwfitabasecomblogpostfiveyears   expand range   employer behaviour   future disease   retinal scanners   sectoral approach   vulnerable populations   big era   individual body   certain characteristics   social resources   vital data   dietary habits   new concerns   new options   technology companies   intelligent environment   healthrelated information   affordable care   private information   actuarial factors   regulatory measures   implant technology   medical facilities   alone patches   civil society   weather map   charitable foundations   underlie race   industrial settings   inferential analytics   public authorities   new types   public policy   important obstacles   economic development   exist regulations   separate eprivacy   clinical trials   multiple lawsuits   exist theories   new practices   health emergency   social life   responsible use   fundamental protection   several examples52   federal governments   careful attention   physical health   broad ecosystem   social group   fourth amendment   electrocardiogram rate   different contexts   substantial research   automate article   equal exceptions   possible approaches   health privacy   big analytics   specific challenges   basic principles   sensitivenonsensitive data   major implications   secondary nondiscrimination   gdpr art22   third parties   healthcare providers   public resources   behavioural advertising   racial origin   good example   decisional purposes   special thanks   security flaws   diverse stakeholders   vast amount   first adoption   major gaps   helpful tool   general regulation   executive summary   unsplashumberto summary   big practices   statelevel countylevel   physical effects   complicate landscape   alarm discriminations   unchecked algorithm   usergenerated data   effective protection   traditional facilities   sexual orientation   deidentification standard   broad range   connect sensors   big algorithms   interoperable devices   physical health43   fourth fellow   medical oversight   fast expansion   wwwfinancewatchorgpublicationinsuranceanddiscrimination link   common practices   inaccurate data   certify devices   new efforts   datum sources   datum utility   orthopedic surgery   legal effects   relevant policies   urgent updates   comarticlearchivetheseworkershavenewdemandstopwatchingus link   medical sectors   http link   remote patient   facial systems   high volumes   assistance resources   few measures   local regulations   educational scenarios   employercentric exceptions   institutional biases   medical medicine   potential risks   solidarity approach   medical implantables   different factors   certain programmes   personal health   financial services   connect glasses   implantable technologies   patient information   medical humanities   hard drives   common characteristic   internetconnected pancreas   datadriven innovations   dynamic field   marginalize groups   national force   algorithmic systems   wearable tech   study insights   regulatory standards   mutable character   legal obligations   medical devices   covid19related deaths   consumer report   robust law   new strategy   urgent task   legal rights   org201905allthewayshiringalgorithmscanintroducebias link   intimate details   remarkable innovations   comprehensive set   healthcare needs   remote tracking   limit scope   financial information   such actions   public spaces   new challenges   new risks   wachter profiling   equity issues   full potential   extend period   tremendous amounts   physical mobility   ethical considerations   genetic information   disadvantage populations   discrimination laws   collective biobanks   product hearing   privacy selfmanagement   specific contexts   constitutional rights   productivity apps   potential bias   ajunwa algorithms   social services   thorough examination   many risks   such controls   full access   online services   primary statute   relate health   personal devices   sectorial laws   new way   individual characteristics   acceptable accuracy   human body   ethicsbased approach   social benefits   individual conditions   facial recognition   research activities   scientific research   industrial revolution   such algorithm   safety sensors   fourth community   sufficient deidentification   rapid solution   notable benefits   individual privacy   work safety   press challenges   impersonal categorizations   wellknown methods   predictive law   virtual reality   physical harm   special data   limit protection   police applications   healthmedical devices   patient engagement
Actions:   raise challenges   suffer harm   manage data   develop relationship   wear smartwatches   address use   form basis   limit access   intensify insider   exclude type   acknowledgment paper   compromise protection   furnish policy   explore use   raise risk   address flows   lead regulations   develop environment   introduce review   transmit data   start that   contest article   monitor rate   shape challenges   low costs   include directive   offer protection   share approach   tackle challenges   interconnect environments   increase incidents   identify data   balance utility   require removal   2020shaping future   regulate cra   envision possibilities   use information   iot centre   describe movements   jog post   mitigate risks   see report   include principles   achieve privacy   extend research   provide types   eliminate barriers   share concerns   present set   move it   place it   discipline policy   turn body   entail issues   protect confidentiality   address considerations   lead centre   reach usd   predict outbreak   refer records   prohibit companies   license data   improve rate   enable tracking   avert outbreaks   inadequate custodianspecific   amend americans   affect him   expand technologies   create internet   take factors   execute rights   prohibit government   extract records   address gap   profile solutions   prohibit discrimination   use data   group us   spur excitement   guarantee discrimination   provide review   reduce exposure   address needs   support subjects   provide studies   need updates   shift focus   constrain use   tackle emergency   healthrelated 11   run analysis   see interoperability   combine data   require quantities   put it   concern health   provide insights   monitor expenditure   access offices   store data   ensure transparency   monitor safety   encourage governments   hire promotion   shape future   address risks   interact relationship   restrict use   create that   unleash potential   protect interest   advance medicine   integrate opportunities   experiment use   use code   foresee purposes   pull streams   predict manage   lack standards   address opacity   reopen businesses   see algorithms   shake basics   gain access   name possibilities   meet definition   find combination   shift personalisation   produce effects   handle flows   shift trends   see use   decisionmake range   address privacy   engage patients   include consent   assign score   fall victims   establish safety   protect residents   impose obligations   guarantee access   request rules   come risks   link lifestyle   rethink notice   involve collection   collect data   include plans   monitor body   urge stakeholders   shape use   propel transformations   augment performance   sell data   monitor analyse   give sensitivity   address dynamics   include information   obtain services   expose workers   take efforts   regulate information   run risk   share insights   monitor exercise   affect people   ohm promises   develop number   alert them   pull times   affect rights   deliver devices   reserve part   help 4   address some   advance research   privacyenhancing technology   generate opposition   process f   access information   need frameworks   assign weight   offer measures   hamper activities   process data   build system   raise relationship   offer programme   examine approaches   shape categorization   deidentified data   remove epidemic   capture data   risk examination   shape forum   find flaws   miniature drives   call what   demand removal   fragment foundation   carry study   hire this   advocate right   build repertoire   collect use   aggravate gap   watch us   swipe hands   put individuals   include devices   http link   address outcomes   give away63   ensure 10   make calls   file suit   insert microchips   involve disclosure   use which   include etc   interpret race   access resources   address data   improve state   expand duties   address issues   exacerbate control   tell truckers   generate volumes   transform body   link data   cover discrimination   collect processing   participate landscape   include glasses   study records   provide guidance   access healthcare   directive 2004113ec95   profile grouping   personalize 14   include details   protect link   advocate approach   reflect challenges   augumented wearables   address rights   include right   improve research   improve sensors   maintain safeguards   ensure patient   analyticsshaping selfmanagement   recast 200654ec94   expand products   affect trust   address interests   offer use   harm interests   govern data   reach people   create map   require frameworks   score levels   develop framework   reduce infection   motivate people   see wachter   regulate data   include devices5   affect interests   synthesize link   reduce 3   rethink profiling   guarantee link   articulate right   get chip   represent concerns   contain inferences   address measures   correct information   spawn way   share data   present obstacles   track children   fire harpers   generate data   raise claim   guide privacy   worklearning productivity   replace insider   affect individuals   alleviate issues   reach level   fire me   limit disclosure   protect governance   make inferences   raise issues   pilot approaches   offer patchwork   protect data56   hire algorithms   continue use   fuel transformation   require person   group section   promote lifestyle   deduce details   signal discriminations   inadequate measures   invite you   support that   entangle emergence   make decisions   reduce chance   engage business   provide glimpse   resemble groups   facilitate expansion   increase awareness   modify bodies   improve act   have disability   meet one   rethink law   vacuume details   spot diseases   approach protection   govern collection   outline menu   introduce act   develop software   provide view   affect structure   regulate aspects   federallevel laws   selfassess health   characterize approach   govern pii   include pancreas   expose breaches   analyticsshaping future   act tcpa   affect lives   generate information   generate amounts   raise concerns   understand conditions   monitor health   see s   track condition   access adoption   raise attention   pull road   standardize approach   offer solution   penalize members   guard rights   address inferences   prohibit coverage   satisfy determination   regulate use   need assessment   respect rights   generate analytics   standardize institute   raise rates   provide guidelines   shape risks   enhance bodies   create concerns   combine powers   see link   protect features   prevent discrimination   may 2015   require examination   expose lives   optimize solution   generate concerns   lower rates   concern behaviour   enhance safety   use devices   ensure center   deliver insights   contain details   exceed definitions   assist patients   draw highrisk   raise challenge   implant chips   establish eligibility   ensure privacy   crosscorrelating elements   support portability   meet standard   require definition   detect afib   reveal convergence   increase adoption   protect journal   realize potential   share act   lead companies   speed routines   lead fellow   allow control   protect privacy   set set   provide 4   involve acknowledgement   meet requirements   invite reconsideration   reinforce inequality   speed access   generate inferences   regulate number   achieve billion   affect integrity   exclude forms   attach dominance   build devices   examine landscape   deliver medicine   contain exceptions   furnish report   reveal information   involve use   analyse sources   use sources   discuss adoption   join us   show whereabouts   improve engagement   offer benefits   encourage companies   replicate biases   include pills   cause harm   design solution   bar direct   address risk   describe individual
This section lists the details about pathway-specific attributes.