using building data to predict wellbeing and productivity #wtrends

PowerPoint Presentation

Using building data to predict well-being and productivity Trevor Keeling

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVED

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDBuroHappold Base Corporate Presentation_Issue 004 20161

How do you measure that?

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDTeam BTeam AThe power of dataPlayedWDLGDPoints523079

PlayedWDLGDPoints530229

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDMurder on Zidanes FloorSwindon Town FCThe power of dataPlayedWDLGDPoints523079

PlayedWDLGDPoints530229

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDIts interesting to note that the quality of the teams stadium and playing surface is directly correlated to their on pitch success. But it is important to distinguish the trappings of success from the causes of success.4

existing buildings

Morphosis office

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDMorphosis studio wind catchers

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDThe windcatchers here have a solar panel to drive the fans for an energy-free natural ventilation system. Louvres are on all 4 sides, which literally catch the wind from any direction and pull the fresh air into the space, while releasing warm, stale air out. The ceiling diffusers in the space open to varying levels depending on the indoor and outdoor temperatures. The windcatcher controls are tied into the building HVAC controls to optimize use.

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Satisfaction with temperatureWindcatchersHigh satisfaction with temperature

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDSmall adjustments to make


WHAT REALLY MATTERS BUT IS HARDER TO PROVIDE CAUSAL LINKEASIER TO MEASURE & MORE OBJECTIVEESS Wellbeing ModuleBUS SurveyPANASLEEDWELL Building StandardWearable SensorsBalance SheetsGlobal OutputObservation


Environmentalparameters

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDTable 2-2.

Dont forget there is many ways to combine these indicators10

Defining experience



Defining experience

Psychological comfortSocialrelationsOrganisational factors



What surveys cover

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDMore existing buildings

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDPrivacyPrivacy can be factored as the need forthree different things: Information control (freedom from distraction and observation)Interaction control (control of who speaks to you and when)Retreat (from people when needed)

Two buildings were classified as agile workspace. Both of these offices had assigned desks and a variety of informal break out spaces.





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Hypothesis: Agile workers will experience some aspects of privacy the same as conventional workers but not all. The different aspects include:Information controlInteraction controlRetreat

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDRetreat from colleaguesControl of informationControl of interactionAgile workspaceOpen planCellular

Agile workspace:Compared to open plan and cellular

All workspace types are equally good for retreat from colleaguesAgile workspace and cellular offices are best for information controlCellular is best for control of interactionsThe Effect of Agile Workspace and Remote Working on Experiences of Privacy, Crowding and SatisfactionKeeling, Clements-Croome, Roesch (2015)

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDRelevance of feature to given type of office(*Low **Medium *** High)CellularOpen planAgilePoor field characteristicsExternal vehicular noise******Lack of masking noise*******Internal noises: toilets, corridors, tea points, break out space, reception area and co-location of different types of work activities********Communication methods: loud voices, shouting, phone calls, overly friendly*****Physical characteristics: sound insulation and absorption material. A lack of space for private conversations. Size of desks. Sight lines.*******

features that affect privacyRelevance of feature to given type of office(*Low **Medium *** High)CellularOpen planAgileGood field characteristicsAlternative locations to work from******Methods to signal when privacy is needed (alternative locations, signage)********High sided seating****Coping mechanismsChanging the environment (opening and closing windows, blinds and doors)*******Changing oneself (taking a break, taking phone calls out of the office)*******Signalling need for privacy********Scheduling work for specific times (such as end or beginning of the day)******

Users reported that the following design features and ways of working affected their experience of privacy.The Effect of Agile Workspace and Remote Working on Experiences of Privacy, Crowding and SatisfactionKeeling, Clements-Croome, Roesch (2015)


Twitter analysisTrack by HandlesKeywordsHashtags7000+ tweets per week about campusSentiment analysis based on:NounsVerbsLocation?

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDPhil has done Twitter analysis of Whitworth and Home24

Twitter Survey Victoria & Albert Museum

Social media surveys allow us as designers to develop a longitudinal understanding of an environment.

Matteo Falcone06-May-15#savagebeauty #alexandermcqueen #fashion #genius #london @ Victoria and Albert Museum https://t.co/Teuy3y1XNg

Bart De Backer06-May-15Amazing exhibition! 2nd time still impressed! #alexandermcqueen #savagebeauty @ Victoria and Albert https://t.co/7AKfQmmsL5

Under the big smoke08-May-15Super beautiful display of #flowers at #victoriaandalbertmuseum #loving it!!! #art #artist #Friday https://t.co/vn2YMvHCu0

Yoon-Kyung Cho ()09-May-15Grateful for supports and cheers for tonight's recital. Honored to play in this such a beautiful https://t.co/DSik8dtpdO

Charlotte Trusson10-May-15#SavageBeauty was absolutely incredible. Completely mesmerised by a breathtaking talent #McQueen https://t.co/TXiCtMv7YA

Rebecca Brett11-May-15The mighty McQueen #alexandermcqueen #victoriaandalbert #stunning @ Victoria and Albert Museum https://t.co/YmTLW1eMQi

Nealey Wallis12-May-15A phenomenal exhibition on a profound artist! @ Alexander Mcqueen Savage Beauty Victoria and Albert https://t.co/n31VzLNuSa

Tanya Rowe Beswick12-May-15Sublime perfection and nourishment for the heart & soul! @v_and_a #SavageBeauty worldmcqueen @ https://t.co/kWBouBKrcq

Onyekachi Nwanokwu13-May-15Visited the McQueen Savage Beauty exhibition on Sunday and it was so breathtakingly beautiful I https://t.co/EZK4ZPnFen

Carl14-May-15What I had to wear last night in work! #London #Work #Alexander #McQueen #TeamThis #Winning #NoFilter https://t.co/6vi7vkNVpw

Kelly Molloy19-May-15Loved, loved, loved the #AlexanderMcQueen #SavageBeauty exhibition at the @v_and_a today. Stunning, https://t.co/UtVKy5faGS

Amy Jayne Hughes22-May-15Brilliant day treasure hunting @V_and_A 's Blythe House yesterday #treasure #vandastorage #ceramicsresidency http://t.co/Wo9TYBQykL

Valerio Rossetti 22-May-15#Giambologna #Samson #renaissance this #sculpture always #inspires me #harmony #inspiring #art https://t.co/kCCn4LcWxY

Kymbia Ainsworth27-May-15 for amazingly beautiful public space! Free admission, wifi, library, and outdoor space #london https://t.co/P9YWv5heiI

Filippo Moscardini05-Jun-15worldmcqueen #love #TagsForLikes.com #TagsForLikesApp #instagood #me #smile #follow #cute https://t.co/98ldNvm7iV

Janelle Ryan16-Jun-15Witnessing the phenomenal, creative and fascinating work Alexander McQueen. #SavageBeauty

Jennifer M. 16-Jun-15Fresh air and sun. Enough to give you new fresh ideas #workhard #consultinglife #business https://t.co/vvDxi1hSMi

pasquale chionchio16-Jun-15@redhookcrit team car for London edition. Well done david_august_trimble ! #rhc #rhcldn @ Victoria https://t.co/pfBkAG6Ow0

Jeanne Hale19-Jun-15@V_and_A Alexander McQueen was a creative genius who challenged the norm. Very impressive exhibition, brilliant. #SavageBeauty

Sarah McEvoy20-Jun-15Extraordinary voices & sounds in the sculpture gallery right now @V_and_A with Sharon Gal #soundout #thisbelongstoyou

Elina Madison25-Jun-15We #love this understated (haha!) #dress! W #LillianTrow #museum #London @ Victoria and Albert https://t.co/todwiq02ba

Cindy Kerberova30-Jun-15#savagebeauty #leemcqueen #amazing #stunning #beautiful #scary #follow #cindysimo @cindysimo @ https://t.co/HxtAWjWXL2

Rebecca Leathers30-Jun-15Amazing exhibition #AlexanderMcQueen #SavageBeauty @ Victoria and Albert Museum https://t.co/pzz5L7Q6fk

Marisa Bate02-Jul-15A rather impressive setting for the Observer Ethical Awards @ Victoria and Albert Museum https://t.co/I8lyaDipoA

Feetapart03-Jul-15Ready. Steady. Wine! Some of the lovely people at the Victoria and Albert museum @ Victoria and https://t.co/FxYYmk6Tah

Jennie Matuszek07-Jul-15A morning of strength, beauty and creative genius. Behind the scenes with McQueen. Thank you https://t.co/gxDeLdggWi

Shaun Armstrong10-Jul-15Ironwork. Simple but beautiful. Strong but gentle. #texture @ Victoria and Albert Museum https://t.co/brANaOpFNz

*skene14-Jul-15The happiness of walking in the water. :) #V&AMuseum #Selfie #Skene #Smile #Girl @ V&A museum https://t.co/WgJuEfmU5f

Mariska Meijers16-Jul-15Chinese modern art and design @ Victoria and Albert Museum https://t.co/WU8umdql2u

Pooja Jagpal17-Jul-15Spectacular. #savagebeauty @ Victoria and Albert Museum https://t.co/LQM8iCiLRT

VIC22-Jul-15Great morning ahead. Queuing for Alexander McQueen at the @v_and_a 09:20 am #alexandermcqueen https://t.co/BDanah39YO

Uzma Lodhi24-Jul-15#nofilter Visit London they said...Will be good weather they said... Soaked to my skin I https://t.co/xKioVUaQln

Dean Ford25-Jul-15Went to see #alexandermcqueen #savagebeauty last night. Stunning. #nightatthemuseum @ Victoria and https://t.co/88mjoQTkRZ

pinkbigmac26-Jul-15#Savagebeauty #vam #victoriaandalbertmuseum #alexandermcqueen #l4l #followback #like4follow https://t.co/pZXjNuwk7q

Christina Cheang30-Jul-15Jesus Christ, Crown of thorns #Jesus #love #crownofthorns https://t.co/7RJaZ9r90a

Queen Ally 01-Aug-15How good would I look in this Dior? @ Victoria and Albert Museum https://t.co/RpxgtiSboU

Charles Whatley02-Aug-15Completely mesmerised. A lovely birthday gift, and a perfect end to the weekend, thank you @aimee_cye https://t.co/OR4gIqqw2G

Who?What purpose?What they experienced?How could they be better served?

+-Sentiment

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDText slide Three text slide layout options availableSlide heading must be black, in caps, using Segoe UI SemiboldBody text should be black and left aligned, using Segoe UI (regular) at 16ptUse the bullet points and line spacing preformatted within text box, ensure style and text indentation remains consistent throughout presentationTo turn bullet points on and off, click inside text box before adding text (or highlight existing text), then click bullets button in paragraph tool bar on home tab

NB there are additional slide master layouts available to those demonstrated in this guidance presentation use drop down menu under new slide button to see full selection25

What do they like?

LikeDislikeexhibitions flowers sculpture relaxing caf outdoor wifi fresh air sun treasure huntingnot enough time busy avoid weekends expensive caf long queues overwhelmed by size

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDText slide Three text slide layout options availableSlide heading must be black, in caps, using Segoe UI SemiboldBody text should be black and left aligned, using Segoe UI (regular) at 16ptUse the bullet points and line spacing preformatted within text box, ensure style and text indentation remains consistent throughout presentationTo turn bullet points on and off, click inside text box before adding text (or highlight existing text), then click bullets button in paragraph tool bar on home tab

NB there are additional slide master layouts available to those demonstrated in this guidance presentation use drop down menu under new slide button to see full selection26

Non existent buildings

Shimoga

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDProductivity and ventilation rateP=AV+BThe more fresh air the better the performanceEffect levels off after a given amountHowever its the level of pollutants and what the air is made up of that really matter

(REHVA 2006)

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDChart or SmartArt slideUse chart slide option 1 layout for charts and SmartArt diagrams with multiple accompanying bullet pointsUse custom theme colours and fonts preset within PPT template. Theme will automatically generate on creation of chart or SmartArt diagramHighlight a key figure/stat in signature green if appropriate (colours must be changed manually) TroubleshootingIf presets are lost, please reinstate setting as follows:Go to themes tool bar on design tab and select Custom Design theme (first option on themes tool bar) for all slides. If Custom Design theme does not appear on list, select Office theme for all slides, then set theme colours to custom BUROHAPPOLD THEME and theme fonts to custom BUROHAPPOLD THEME (Heading: Segoe UI Semibold, Body: Segoe UI) using drop down menus at end of tool bar

NB there are additional slide master layouts available to those demonstrated in this guidance presentation use drop down menu under new slide button to see full selection

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Productivity and TemperatureP=AT+BProductivity drops off at high and low temperaturesThere is a central bandwidth at which it is maximisedWhere the bandwidth is open for debateThermal experience is actually what is important not temperature

(REHVA 2006)

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDChart or SmartArt slideUse chart slide option 1 layout for charts and SmartArt diagrams with multiple accompanying bullet pointsUse custom theme colours and fonts preset within PPT template. Theme will automatically generate on creation of chart or SmartArt diagramHighlight a key figure/stat in signature green if appropriate (colours must be changed manually) TroubleshootingIf presets are lost, please reinstate setting as follows:Go to themes tool bar on design tab and select Custom Design theme (first option on themes tool bar) for all slides. If Custom Design theme does not appear on list, select Office theme for all slides, then set theme colours to custom BUROHAPPOLD THEME and theme fonts to custom BUROHAPPOLD THEME (Heading: Segoe UI Semibold, Body: Segoe UI) using drop down menus at end of tool bar

NB there are additional slide master layouts available to those demonstrated in this guidance presentation use drop down menu under new slide button to see full selection

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Current solution employs shading and solid east/west ends. Is this optimal for productivity?Cross-section with atriumExtremely high temperatures normally call for air conditioningSun passes overhead for most of the yearParametric modellingDesigning a large office block in India, with a comfortable environment, without air conditioningA challenging environment: hot and humid, with high internal and solar gains

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDParametric modelling

A model is built with a wide range of parameters, allowing a high level of geometric exploration

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDParametric modelling

Real time data exploration and visualisation for the whole year

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDProductivity and Temperature P=AT+BProductivity and visual scene P=!!??

COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDUsing building data to predict well-being and productivity Trevor Keeling


COPYRIGHT 1976-2016 BUROHAPPOLD ENGINEERING. ALL RIGHTS RESERVEDBuroHappold Base Corporate Presentation_Issue 004 201634

using building data to predict wellbeing and productivity #wtrends

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