New empirical data, Psychological Interventions and Persuasion Agenda 1. What is the new data? 2. Psychological treatment of schizophrenia 3. Consequences of the new data 4. Discussion 1/16

New DataDescriptionExamplesEmergence Innovative examplesCosts($) Quantitative Micro assesment Simple statements captured in context HANDS - interventions SMS – messages with reply opportunity ”Quit smoking campaign” from changetech.noQuit smoking campaign changetech.no Free do exist, but they are not individualised Qualitative micro asssesment Video, sound or other writings captured in context Blogs med video, twitter Blogs Kairos based interventioner. Twitter, blogs etc are free Logdata Log of computer mediated behaviour Google analytics webside log Quality assurance of websites Evaluation of online pedagogical activites in HANDSEvaluation of online pedagogical activites in HANDS(article) Almost free Sensor dataMeasurement of physical wellbeing, emotional state and behaviour Measurement of stress during computer use Medicine, Physiotherapy, Affective Computing Monarcha Monarcha - EC ICT research project in preventive ICT for bipolar patients Varies, relevant equipment starts at 300 $ Rapid technological development takes place The new data New DataDescriptionExamplesEmergence Innovative examplesCosts($) Quantitative Micro assesment Simple statements captured in context HANDS - interventions SMS – messages with reply opportunity ”Quit smoking campaign” from changetech.noQuit smoking campaign changetech.no Free do exist, but they are not individualised Qualitative micro asssesment Video, sound or other writings captured in context Blogs med video, twitter Blogs Kairos based interventioner. Twitter, blogs etc are free Logdata Log of computer mediated behaviour Google analytics webside log Quality assurance of websites Evaluation of online pedagogical activites in HANDSEvaluation of online pedagogical activites in HANDS(article) Almost free Sensor dataMeasurement of physical wellbeing, emotional state and behaviour Measurement of stress during computer use Medicine, Physiotherapy, Affective Computing Monarcha Monarcha - EC ICT research project in preventive ICT for bipolar patients Varies, relevant equipment starts at 300 $ Rapid technological development takes place 2/16CQS Morten Aagaard & Jonathan Ledet Larsen

BabyBump Pregnancy Pro(Andorid Market BabyBump is a pregnancy app with daily info, images, and tracking tools(15,81DKK) Quantitative micro assesments 1/3 3/16CQS Morten Aagaard & Jonathan Ledet Larsen Handwrist questionaires. Source 2/3 3/3 Tobias – how did like swimming today? Bowling starts in a short time – would like advice on not being angry? Send OK I loved it I was OK I was stressed I cried NoYesVideoLater Screenshot of a HANDS prototype: HANDS Interventions – an interactive SMS

Qualitative Microassesments Blogs, vblogs, audblog, twitter, moblogmapping Lifecasting is a continual broadcast of events in a person'sbroadcast life through digital media. Typically, lifecasting is transmitteddigital media through the medium of the Internet and can involveInternet wearable technologywearable technology. [1] Lifecasting reverses the concept [1] of surveillance, giving rise to sousveillance throughsurveillancesousveillance portability, personal experience capture, daily routines and interactive communication with viewers. Twitter is a website owned and operated by Twitter Inc. which offers a social networking and microblogging service, enabling its users to send and read messages called tweets. Tweets are text-based posts composed of up to 140 characters displayed on the user's profile page. Tweets are publicly visible by default; however, senders can restrict message delivery to just their followers. Users may subscribe to other users' tweets – this is known as following and subscribers are known as followerssocial networking microbloggingtext-basedcharactersprofile 4/16CQS Morten Aagaard & Jonathan Ledet Larsen

Logdata 1/3 X3Watch (Android app) Monitors your web browsing, search, and app installation activity & s that information in a weekly report to anyone you want [flags adult websites] - price 7 $2/33/3 Screenshot from the teachers tool in HANDS Documents the usage of pupil Michael Storgaard of the functionality HIPD 5/16CQS Morten Aagaard & Jonathan Ledet Larsen

Sensors 1/4 6/16CQS Morten Aagaard & Jonathan Ledet Larsen Lydtest reveals autism with babies Sound recorder in the babys sleep wear detects autism AAU student projects wants to measure the visual sensing distorting with pupils with autism 2/4 Screen from: Rosalind Pickard – Keynote speaker at Persuasive /4 Screen from: Rosalind Pickard – Keynote speaker at Persuasive /4

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Thesis - Praxis 1. The Credibility of the new data are different and in some respects higher than traditional data. A credibility that can influence the credibility of the therapeutical intervention/activity. 2. The use of new data can be Persuasive: the data will enable interventions at opportune moments. Either for monitoring or for therapeutical purposes. 3. The collection of the new data will raise awareness of the therapeutical goals in the everyday life. 4. The new data will give birth to a number of new therapeutical methods. Methods that share a number of properties: closer relation between the therapeutical session on one hand and real life activities, social surroundings on the other hand. 12/16CQS Morten Aagaard & Jonathan Ledet Larsen

Thesis - Epistemology 5. The amount of the new quantitative data will require mathematical models that reflect a humanistic epistemology. 6. The new data complements old data: the primary object for observation is biology and emotions in context. 7. The new data will ease case studies. CQS Morten Aagaard & Jonathan Ledet Larsen13/16

Thesis - Research 8. The low costs of using the new data will be a strong argument in favor of using the new data. 9. Technology development and methodology research may not take the classical path: research, theorybuilding, labtesting, … 10. The new quantitative data will give rise to humanistic e-science. CQS Morten Aagaard & Jonathan Ledet Larsen14/16

Thesis - Ethics 10. A new ethical challenge is introduced: influence take place when vulnerable patients are left by themselves. 11. The data privacy is a top priority design issue for system designers as well as for caretakers of vulnerable individuals. CQS Morten Aagaard & Jonathan Ledet Larsen15/16

Discussion Blogs Mail Jonathan Led Larsen / Region Nordjylland Morten Aagaard/AAU CQS Morten Aagaard & Jonathan Ledet Larsen16/16 ?

Bonus slide 1 -Heat Flux - Galvanic Skin response (GSR) - 3-axis accelerometer - Skin temperature Cognition Behaviour Affect Biology The Cognitive model – aspects of life experiences, from Oestrich, I.: Tankens kraft, 2007 ThesuroundingsThesuroundings ThesuroundingsThesuroundings - Galvanic Skin response (GSR) 17/12CQS Morten Aagaard & Jonathan Ledet Larsen

1. Personal judgement and knowledge is valid knowledge. 2. The mathematical models should be possible to validate by domain expert. 3. The models should be able to integrate statistical data, experience data, and relations decribed in formulars 4. The models should integrate many data sources. 5. The models models correlations. Correlations that has to be interpreated. The amount of the new quantitative data will require mathematical models that reflect a humanistic epistemology. 18/12CQS Morten Aagaard & Jonathan Ledet Larsen

Bayes net A closed and explicit model But … 19/12CQS Morten Aagaard & Jonathan Ledet Larsen