1000minds#Applications

1000minds helps with decisions that involve ranking, prioritizing or choosing between alternatives when multiple objectives or criteria need to be considered simultaneously (i.e. multi-criteria decision making). Depending on the application, budgets or other scarce resources can also be allocated across competing alternatives in pursuit of maximum 'value for money'.

The PAPRIKA method is used to determine the relative importance of criteria or attributes and rank alternatives.{{Cite journal | last1 = Hansen | first1 = P. | last2 = Ombler | first2 = F. | doi = 10.1002/mcda.428 | title = A new method for scoring additive multi-attribute value models using pairwise rankings of alternatives | journal = Journal of Multi-Criteria Decision Analysis | volume = 15 | issue = 3–4 | pages = 87–107 | year = 2008 }} Invented by Franz Ombler and Paul Hansen at the University of Otago,{{citation |first=L. |last=Scott |title=Minds over Matter |periodical=North and South |date=April 2008|pages=28–29}} the PAPRIKA method is based on pairwise comparisons, as illustrated in the accompanying image.

File:1000minds trade-off.png (trade-off question)]]

An AI assistant was added to 1000minds in 2023, implementing OpenAI’s GPT-4 technology.{{cite news |last=Rae |first=Sally |date=23 May 2024 |title=Otago companies up for Hi-Tech Awards |url= https://www.odt.co.nz/business/otago-companies-hi-tech-awards |work=Otago Daily Times |location=New Zealand |publisher=Allied Press}} The AI assistant suggests criteria and examples of alternatives for the decision at hand; and then the user’s personal preferences or expert knowledge with respect to the relative importance of the criteria are elicited using PAPRIKA, resulting in the alternatives being ranked.

1000minds is also for group decision-making, involving potentially hundreds or thousands of participants – working together or individually with their results aggregated.

1000minds conjoint analysis surveys are for discovering consumers' or other stakeholders' preferences with respect to the relative importance – represented by 'part-worth utilities' or 'weights' – of the features or attributes characterizing products or other objects of interest (i.e. choice modelling, conjoint analysis and discrete choice).

As well as business, government and non-profit organizations, 1000minds is used for research, as evidenced by the citations below – at over 750 universities and other research organizations worldwide, including for teaching.{{cite web|title=Research projects – 1000minds|url=https://www.1000minds.com/academic/research|website=1000minds|access-date=22 January 2025|language=en}} 1000minds (originally branded as Point Wizard) and several of its applications have won or been a finalist for a number of innovation awards.{{cite news|title=Dunedin's 1000Minds wins award in Sydney|url=https://www.nbr.co.nz/article/dunedins-1000minds-wins-award-sydney|access-date=22 January 2025|work=The National Business Review|date=2 May 2007|language=en}}{{cite web|title=1000Minds|url=http://consensus.com.au/SoftwareAwards/CSAarchive/CSA2007/1000Minds.htm|website=consensus.com.au|access-date=22 January 2025}}{{cite news|title=TUANZ announces Innovation Awards finalists|work=Computerworld New Zealand|date=2005}}{{cite web|last1=Day|first1=Stacey|title=Valid, transparent and fair decision-making processes for access to elective health care • Health Improvement and Innovation Resource Centre|url=https://www.hiirc.org.nz/page/17863/valid-transparent-and-fair-decision-making/?tag=healthinnovations&tab=27&contentType=507|website=www.hiirc.org.nz|access-date=22 January 2025|language=en-nz}}{{cite news|last1=Wagstaff|first1=Adam|title=Asian Innovation Awards: contenders stress different ways of thinking|publisher=The Asian Wall Street Journal|date=21 September 2005}}

Examples of areas in which 1000minds has been used include the following.

• Prioritising patients for elective (non-urgent) surgery,{{cite journal |doi=10.1108/14777271211251318 |title=A new process for creating points systems for prioritising patients for elective health services |year=2012 |last1=Hansen |first1=Paul |last2=Hendry |first2=Alison |last3=Naden |first3=Ray |last4=Ombler |first4=Franz |last5=Stewart |first5=Ralph |journal=Clinical Governance |volume=17 |issue=3 |pages=200–209}}{{cite journal |doi=10.3109/09638281003775535 |pmid=20380596 |title=Value for money – recasting the problem in terms of dynamic access prioritisation |url=https://archive.org/details/sim_disability-and-rehabilitation_2010_32_12/page/1020 |year=2010 |last1=Taylor |first1=William J. |last2=Laking |first2=George |journal=Disability & Rehabilitation |volume=32 |issue=12 |pages=1020–1027|s2cid=30265587 }}{{cite journal|last1=Gwynne-Jones|first1=David P.|last2=Iosua|first2=Ella E.|last3=Stout|first3=Kirsten M.|title=Rationing for Total Hip and Knee Arthroplasty Using the New Zealand Orthopaedic Association Score: Effectiveness and Comparison With Patient-Reported Scores|journal=The Journal of Arthroplasty|date=1 May 2016|volume=31|issue=5|pages=957–962|doi=10.1016/j.arth.2015.11.022|pmid=26944014|language=en|issn=0883-5403}} rheumatology{{cite journal |last1=Fitzgerald |first1=Avril |last2=Spady |first2=Barbara Conner |last3=DeCoster |first3=Carolyn |last4=Naden |first4=Ray |last5=Hawker |first5=Gillian A. |author-link5=Gillian Hawker |last6=Noseworthy |first6=Thomas |date=October 2009 |title=WCWL Rheumatology Priority Referral Score Reliability and Validity Testing |url=http://www.blackwellpublishing.com/acrmeeting/abstract.asp?MeetingID=761&id=79687 |url-status=dead |journal=Arthritis & Rheumatism |volume=60 |issue=Suppl 10 |pages=54 |doi=10.1002/art.25137 |doi-broken-date=1 November 2024 |archive-url=https://web.archive.org/web/20160303220024/https://www.blackwellpublishing.com/acrmeeting/abstract.asp?MeetingID=761&id=79687 |archive-date=2016-03-03}}{{cite journal |last1=Fitzgerald |first1=Avril |last2=de Coster |first2=Carolyn |last3=McMillan |first3=Stewart |last4=Naden |first4=Ray |last5=Armstrong |first5=Fraser |last6=Barber |first6=Alison |last7=Cunning |first7=Les |last8=Conner-Spady |first8=Barbara |last9=Hawker |first9=Gillian |author-link9=Gillian Hawker |last10=Lacaille |first10=Diane |last11=Lane |first11=Carolyn |last12=Mosher |first12=Dianne |last13=Rankin |first13=Jim |last14=Sholter |first14=Dalton |last15=Noseworthy |first15=Tom |year=2011 |title=Relative urgency for referral from primary care to rheumatologists: The Priority Referral Score |journal=Arthritis Care & Research |volume=63 |issue=2 |pages=231–239 |doi=10.1002/acr.20366 |issn=2151-464X |pmid=20890984 |s2cid=205221379}}{{cite journal|last1=White|first1=Douglas|last2=Solanki|first2=Kamal|last3=Quincey|first3=Vicki|last4=Minett|first4=Andrew|last5=Tam|first5=Gordon|last6=Doube|first6=Alan|last7=Naden|first7=Ray|title=Development of a Multidimensional Additive Points System for Determining Access to Rheumatology Services|journal=Journal of Clinical Rheumatology|volume=21|issue=5|year=2015|pages=239–243|issn=1076-1608|doi=10.1097/RHU.0000000000000274|pmid=26203827|s2cid=32974482}} and nephrology, geriatrics and gastroenterology{{cite conference|last1=Noseworthy |first1=T |last2=De Coster |first2=C |last3=Naden |first3=R |url=http://www.annals.edu.sg/PDF/38VolNo6SupplJun2009/V38N6(Suppl)Final.pdf |title=Priority-setting tools for improving access to medical specialists |conference=6th Health Technology Assessment International Annual Meeting |location=Singapore |year=2009 |work=Annals, Academy of Medicine, Singapore |volume=38 |page=S78 |url-status=dead |archive-url=https://web.archive.org/web/20160303180832/https://www.annals.edu.sg/PDF/38VolNo6SupplJun2009/V38N6(Suppl)Final.pdf |archive-date=2016-03-03 }}
• Identifying criteria for diagnosing and classifying rheumatoid arthritis,{{cite journal|last1=Aletaha|first1=Daniel|last2=Neogi|first2=Tuhina|last3=Silman|first3=Alan J.|last4=Funovits|first4=Julia|last5=Felson|first5=David T.|last6=Bingham|first6=Clifton O.|last7=Birnbaum|first7=Neal S.|last8=Burmester|first8=Gerd R.|last9=Bykerk|first9=Vivian P.|last10=Cohen|first10=Marc D.|last11=Combe|first11=Bernard|last12=Costenbader|first12=Karen H.|last13=Dougados|first13=Maxime|last14=Emery|first14=Paul|last15=Ferraccioli|first15=Gianfranco|last16=Hazes|first16=Johanna M. W.|last17=Hobbs|first17=Kathryn|last18=Huizinga|first18=Tom W. J.|last19=Kavanaugh|first19=Arthur|last20=Kay|first20=Jonathan|last21=Kvien|first21=Tore K.|last22=Laing|first22=Timothy|last23=Mease|first23=Philip|last24=Ménard|first24=Henri A.|last25=Moreland|first25=Larry W.|last26=Naden|first26=Raymond L.|last27=Pincus|first27=Theodore|last28=Smolen|first28=Josef S.|last29=Stanislawska-Biernat|first29=Ewa|last30=Symmons|first30=Deborah|last31=Tak|first31=Paul P.|last32=Upchurch|first32=Katherine S.|last33=Vencovský|first33=Jiří|last34=Wolfe|first34=Frederick|last35=Hawker|first35=Gillian|title=2010 Rheumatoid arthritis classification criteria: An American College of Rheumatology/European League Against Rheumatism collaborative initiative|journal=Arthritis & Rheumatism|volume=62|issue=9|year=2010|pages=2569–2581|issn=0004-3591|doi=10.1002/art.27584|pmid=20872595|hdl=2027.42/78045|s2cid=23564760 |doi-access=free}}{{cite journal |doi=10.1002/art.27580 |pmid=20872596 |title=The 2010 American College of Rheumatology/European League Against Rheumatism classification criteria for rheumatoid arthritis: Phase 2 methodological report |year=2010 |last1=Neogi |first1=Tuhina |last2=Aletaha |first2=Daniel |last3=Silman |first3=Alan J. |last4=Naden |first4=Raymond L. |last5=Felson |first5=David T. |last6=Aggarwal |first6=Rohit |last7=Bingham |first7=Clifton O. |last8=Birnbaum |first8=Neal S. |last9=Burmester |first9=Gerd R. |last10=Bykerk |first10=Vivian P. |last11=Cohen |first11=Marc D. |last12=Combe |first12=Bernard |last13=Costenbader |first13=Karen H. |last14=Dougados |first14=Maxime |last15=Emery |first15=Paul |last16=Ferraccioli |first16=Gianfranco |last17=Hazes |first17=Johanna M. W. |last18=Hobbs |first18=Kathryn |last19=Huizinga |first19=Tom W. J. |last20=Kavanaugh |first20=Arthur |last21=Kay |first21=Jonathan |last22=Khanna |first22=Dinesh |last23=Kvien |first23=Tore K. |last24=Laing |first24=Timothy |last25=Liao |first25=Katherine |last26=Mease |first26=Philip |last27=Ménard |first27=Henri A. |last28=Moreland |first28=Larry W. |last29=Nair |first29=Raj |last30=Pincus |first30=Theodore |journal=Arthritis & Rheumatism |volume=62 |issue=9 |pages=2582–2591|pmc=3077961 }}{{Citation |last=Aletaha|first=Daniel|chapter=Classification of rheumatoid arthritis| pages=3–21 |editor-last = Emery|editor-first = Paul| title = Atlas of Rheumatoid Arthritis| volume = 1| publisher = Springer Healthcare| publication-date = 2015| doi=10.1007/978-1-907673-91-7_1|isbn = 978-1-907673-90-0|year=2015}} systemic sclerosis,{{Cite journal | doi = 10.1002/art.38098| pmid = 24122180| title = 2013 Classification Criteria for Systemic Sclerosis: An American College of Rheumatology/European League Against Rheumatism Collaborative Initiative| journal = Arthritis & Rheumatism| volume = 65| issue = 11| pages = 2737–2747| year = 2013| last1 = Van Den Hoogen | first1 = F. | last2 = Khanna | first2 = D. | last3 = Fransen | first3 = J. | last4 = Johnson | first4 = S. R. | last5 = Baron | first5 = M. | last6 = Tyndall | first6 = A. | last7 = Matucci-Cerinic | first7 = M. | last8 = Naden | first8 = R. P. | last9 = Medsger | first9 = T. A. | last10 = Carreira | first10 = P. E. | last11 = Riemekasten | first11 = G. | last12 = Clements | first12 = P. J. | last13 = Denton | first13 = C. P. | last14 = Distler | first14 = O. | last15 = Allanore | first15 = Y. | last16 = Furst | first16 = D. E. | last17 = Gabrielli | first17 = A. | last18 = Mayes | first18 = M. D. | last19 = Van Laar | first19 = J. M. | last20 = Seibold | first20 = J. R. | last21 = Czirjak | first21 = L. | last22 = Steen | first22 = V. D. | last23 = Inanc | first23 = M. | last24 = Kowal-Bielecka | first24 = O. | last25 = Müller-Ladner | first25 = U. | last26 = Valentini | first26 = G. | last27 = Veale | first27 = D. J. | last28 = Vonk | first28 = M. C. | last29 = Walker | first29 = U. A. | last30 = Chung | first30 = L. | display-authors = 29| pmc = 3930146 }}{{Cite journal | doi = 10.1136/annrheumdis-2013-204424| pmid = 24092682| title = 2013 classification criteria for systemic sclerosis: An American college of rheumatology/European league against rheumatism collaborative initiative| journal = Annals of the Rheumatic Diseases| volume = 72| issue = 11| pages = 1747–55| year = 2013| last1 = Van Den Hoogen | first1 = F.| last2 = Khanna | first2 = D.| last3 = Fransen | first3 = J.| last4 = Johnson | first4 = S. R.| last5 = Baron | first5 = M.| last6 = Tyndall | first6 = A.| last7 = Matucci-Cerinic | first7 = M.| last8 = Naden | first8 = R. P.| last9 = Medsger | first9 = T. A.| last10 = Carreira | first10 = P. E.| last11 = Riemekasten | first11 = G.| last12 = Clements | first12 = P. J.| last13 = Denton | first13 = C. P.| last14 = Distler | first14 = O.| last15 = Allanore | first15 = Y.| last16 = Furst | first16 = D. E.| last17 = Gabrielli | first17 = A.| last18 = Mayes | first18 = M. D.| last19 = Van Laar | first19 = J. M.| last20 = Seibold | first20 = J. R.| last21 = Czirjak | first21 = L.| last22 = Steen | first22 = V. D.| last23 = Inanc | first23 = M.| last24 = Kowal-Bielecka | first24 = O.| last25 = Muller-Ladner | first25 = U.| last26 = Valentini | first26 = G.| last27 = Veale | first27 = D. J.| last28 = Vonk | first28 = M. C.| last29 = Walker | first29 = U. A.| last30 = Chung | first30 = L.| pmc = 3930146| display-authors = 29| hdl = 2027.42/100304| s2cid = 44940902}}{{Cite journal | doi = 10.1016/j.jclinepi.2013.12.009| pmid = 24721558| title = Multicriteria decision analysis methods with 1000Minds for developing systemic sclerosis classification criteria| journal = Journal of Clinical Epidemiology| volume = 67| issue = 6| pages = 706–14| year = 2014| last1 = Johnson | first1 = S. R. | last2 = Naden | first2 = R. P. | last3 = Fransen | first3 = J. | last4 = Van Den Hoogen | first4 = F. | last5 = Pope | first5 = J. E. | last6 = Baron | first6 = M. | last7 = Tyndall | first7 = A. | last8 = Matucci-Cerinic | first8 = M. | last9 = Denton | first9 = C. P. | last10 = Distler | first10 = O. | last11 = Gabrielli | first11 = A. | last12 = Van Laar | first12 = J. M. | last13 = Mayes | first13 = M. | last14 = Steen | first14 = V. | last15 = Seibold | first15 = J. R. | last16 = Clements | first16 = P. | last17 = Medsger | first17 = T. A. | last18 = Carreira | first18 = P. E. | last19 = Riemekasten | first19 = G. | last20 = Chung | first20 = L. | last21 = Fessler | first21 = B. J. | last22 = Merkel | first22 = P. A. | last23 = Silver | first23 = R. | last24 = Varga | first24 = J. | last25 = Allanore | first25 = Y. | last26 = Mueller-Ladner | first26 = U. | last27 = Vonk | first27 = M. C. | last28 = Walker | first28 = U. A. | last29 = Cappelli | first29 = S. | last30 = Khanna | first30 = D. | pmc=4134523}}{{cite journal|last1=Pope|first1=Janet E.|last2=Johnson|first2=Sindhu R.|title=New Classification Criteria for Systemic Sclerosis (Scleroderma)|journal=Rheumatic Disease Clinics of North America|volume=41|issue=3|year=2015|pages=383–398|issn=0889-857X|doi=10.1016/j.rdc.2015.04.003|pmid=26210125}}{{cite journal|last1=Johnson|first1=Sindhu R.|title=New ACR EULAR Guidelines for Systemic Sclerosis Classification|journal=Current Rheumatology Reports|volume=17|issue=5|pages=32|year=2015|issn=1523-3774|doi=10.1007/s11926-015-0506-3|pmid=25874345|s2cid=19695361}} gout,{{cite journal|last1=Neogi|first1=Tuhina|last2=Jansen|first2=Tim L. Th. A.|last3=Dalbeth|first3=Nicola|author3-link= Nicola Dalbeth |last4=Fransen|first4=Jaap|last5=Schumacher|first5=H. Ralph|last6=Berendsen|first6=Dianne|last7=Brown|first7=Melanie|last8=Choi|first8=Hyon|last9=Edwards|first9=N. Lawrence|last10=Janssens|first10=Hein J. E. M.|last11=Lioté|first11=Frédéric|last12=Naden|first12=Raymond P.|last13=Nuki|first13=George|last14=Ogdie|first14=Alexis|last15=Perez-Ruiz|first15=Fernando|last16=Saag|first16=Kenneth|last17=Singh|first17=Jasvinder A.|last18=Sundy|first18=John S.|last19=Tausche|first19=Anne-Kathrin|last20=Vaquez-Mellado|first20=Janitzia|last21=Yarows|first21=Steven A.|last22=Taylor|first22=William J.|title=2015 Gout Classification Criteria: An American College of Rheumatology/European League Against Rheumatism Collaborative Initiative|journal=Arthritis & Rheumatology|volume=67|issue=10|year=2015|pages=2557–2568|issn=2326-5191|doi=10.1002/art.39254|pmid=26352873|pmc=4566153}}{{cite journal|last1=Vargas-Santos|first1=Ana Beatriz|last2=Taylor|first2=William J.|last3=Neogi|first3=Tuhina|title=Gout Classification Criteria: Update and Implications|journal=Current Rheumatology Reports|date=24 June 2016|volume=18|issue=7|pages=46|doi=10.1007/s11926-016-0594-8|pmid=27342957|pmc=4981244}} autoinflammatory disease,{{cite journal|last1=Haar|first1=Nienke M. ter|last2=Annink|first2=Kim V.|last3=Al-Mayouf|first3=Sulaiman M.|last4=Amaryan|first4=Gayane|last5=Anton|first5=Jordi|last6=Barron|first6=Karyl S.|last7=Benseler|first7=Susanne M.|last8=Brogan|first8=Paul A.|last9=Cantarini|first9=Luca|last10=Cattalini|first10=Marco|last11=Cochino|first11=Alexis-Virgil|last12=Benedetti|first12=Fabrizio De|last13=Dedeoglu|first13=Fatma|last14=Jesus|first14=Adriana A. De|last15=Alberighi|first15=Ornella Della Casa|last16=Demirkaya|first16=Erkan|last17=Dolezalova|first17=Pavla|last18=Durrant|first18=Karen L.|last19=Fabio|first19=Giovanna|last20=Gallizzi|first20=Romina|last21=Goldbach-Mansky|first21=Raphaela|last22=Hachulla|first22=Eric|last23=Hentgen|first23=Veronique|last24=Herlin|first24=Troels|last25=Hofer|first25=Michaël|last26=Hoffman|first26=Hal M.|last27=Insalaco|first27=Antonella|last28=Jansson|first28=Annette F.|last29=Kallinich|first29=Tilmann|last30=Koné-Paut|first30=Isabelle|last31=Kozlova|first31=Anna|last32=Kuemmerle-Deschner|first32=Jasmin B.|last33=Lachmann|first33=Helen J.|last34=Laxer|first34=Ronald M.|last35=Martini|first35=Alberto|last36=Nielsen|first36=Susan|last37=Nikishina|first37=Irina|last38=Ombrello|first38=Amanda K.|last39=Ozen|first39=Seza|last40=Papadopoulou-Alataki|first40=Efimia|last41=Quartier|first41=Pierre|last42=Rigante|first42=Donato|last43=Russo|first43=Ricardo|last44=Simon|first44=Anna|last45=Trachana|first45=Maria|last46=Uziel|first46=Yosef|last47=Ravelli|first47=Angelo|last48=Gattorno|first48=Marco|last49=Frenkel|first49=Joost|title=Development of the autoinflammatory disease damage index (ADDI)|journal=Annals of the Rheumatic Diseases|date=1 May 2017|volume=76|issue=5|pages=821–830|doi=10.1136/annrheumdis-2016-210092|pmid=27811147|pmc=4597180|language=en|issn=0003-4967}} cryopyrin-associated periodic syndrome,{{cite journal|last1=Kuemmerle-Deschner|first1=Jasmin B.|last2=Ozen|first2=Seza|last3=Tyrrell|first3=Pascal N.|last4=Kone-Paut|first4=Isabelle|last5=Goldbach-Mansky|first5=Raphaela|last6=Lachmann|first6=Helen|last7=Blank|first7=Norbert|last8=Hoffman|first8=Hal M.|last9=Weissbarth-Riedel|first9=Elisabeth|last10=Hugle|first10=Boris|last11=Kallinich|first11=Tilmann|last12=Gattorno|first12=Marco|last13=Gul|first13=Ahmet|last14=Haar|first14=Nienke Ter|last15=Oswald|first15=Marlen|last16=Dedeoglu|first16=Fatma|last17=Cantarini|first17=Luca|last18=Benseler|first18=Susanne M.|title=Diagnostic criteria for cryopyrin-associated periodic syndrome (CAPS)|journal=Annals of the Rheumatic Diseases|date=1 June 2017|volume=76|issue=6|pages=942–947|doi=10.1136/annrheumdis-2016-209686|pmid=27707729|hdl=11365/997711 |s2cid=23147525|language=en|issn=0003-4967|url=http://discovery.ucl.ac.uk/1527008/1/Kuemmerle-Deschner_Diagnostic%20criteria.pdf}}{{cite journal|last1=de Lautour|first1=Hugh|last2=Taylor|first2=William J.|last3=Adebajo|first3=Ade|last4=Alten|first4=Rieke|last5=Burgos-Vargas|first5=Ruben|last6=Chapman|first6=Peter|last7=Cimmino|first7=Marco A.|last8=da Rocha Castelar Pinheiro|first8=Geraldo|last9=Day|first9=Ric|last10=Harrold|first10=Leslie 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Delphi and 1000Minds Consensus Exercises|journal=Arthritis Care & Research|date=May 2016|volume=68|issue=5|pages=667–672|doi=10.1002/acr.22741|pmid=26414176|hdl=2027.42/134851 |s2cid=13512657|doi-access=free|hdl-access=free}} dermatomyositis and polymyositis,{{cite journal|last1=Rider|first1=Lisa G.|last2=Aggarwal|first2=Rohit|last3=Pistorio|first3=Angela|last4=Bayat|first4=Nastaran|last5=Erman|first5=Brian|last6=Feldman|first6=Brian M.|last7=Huber|first7=Adam M.|last8=Cimaz|first8=Rolando|last9=Cuttica|first9=Rubén J.|last10=Oliveira|first10=Sheila Knupp de|last11=Lindsley|first11=Carol B.|last12=Pilkington|first12=Clarissa A.|last13=Punaro|first13=Marilynn|last14=Ravelli|first14=Angelo|last15=Reed|first15=Ann M.|last16=Rouster-Stevens|first16=Kelly|last17=Royen-Kerkhof|first17=Annet van|last18=Dressler|first18=Frank|last19=Magalhaes|first19=Claudia Saad|last20=Constantin|first20=Tamás|last21=Davidson|first21=Joyce 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• Urban planning{{citation |last= Christofferson |first= Andrew |title= Housing choice in Dunedin |url= http://www.dunedin.govt.nz/__data/assets/pdf_file/0016/25450/Housing-Choice-in-Dunedin.pdf |work= City Planning, District Plan Monitoring Series, Research Report |year=2007 |volume= 2007/1}}{{cite journal|last1=Moura|first1=Filipe|last2=Cambra|first2=Paulo|last3=Gonçalves|first3=Alexandre B.|title=Measuring walkability for distinct pedestrian groups with a participatory assessment method: A case study in Lisbon|journal=Landscape and Urban Planning|date=2016|volume=157|pages=282–296|doi=10.1016/j.landurbplan.2016.07.002}}
• Waste management{{cite journal|last1=Chang|first1=Shoou-Yuh|last2=Gronwald|first2=Frank|title=A Multi-criteria Evaluation of the Methods for Recycling Scrap Tires|journal=The Journal of Solid Waste Technology and Management|date=1 May 2016|volume=42|issue=2|pages=145–156|doi=10.5276/JSWTM.2016.145}}

• Animal breeding{{cite journal |doi=10.1017/S1751731111002060 |title=A preference-based approach to deriving breeding objectives: Applied to sheep breeding |year=2011 |last1=Byrne |first1=T. J. |last2=Amer |first2=P. R. |last3=Fennessy |first3=P. F. |last4=Hansen |first4=P. |last5=Wickham |first5=B. W. |s2cid=206336898 |journal=Animal |volume=6 |issue=5 |pages=778–88 |pmid=22558925|doi-access=free }}{{cite journal|last1=Nielsen|first1=H. M.|last2=Amer|first2=P. R.|last3=Byrne|first3=T. J.|title=Approaches to formulating practical breeding objectives for animal production systems|journal=Acta Agriculturae Scandinavica, Section A|volume=64|issue=1|year=2013|pages=2–12|issn=0906-4702|doi=10.1080/09064702.2013.827237|s2cid=84895619}}{{cite journal|last1=Martin-Collado|first1=D.|last2=Byrne|first2=T.J.|last3=Amer|first3=P.R.|last4=Santos|first4=B.F.S.|last5=Axford|first5=M.|last6=Pryce|first6=J.E.|title=Analyzing the heterogeneity of farmers' preferences for improvements in dairy cow traits using farmer typologies|journal=Journal of Dairy Science|volume=98|issue=6|pages=4148–61|year=2015|issn=0022-0302|doi=10.3168/jds.2014-9194|pmid=25864048|doi-access=free}}{{cite journal|last1=Slagboom|first1=M.|last2=Kargo|first2=M.|last3=Edwards|first3=D.|last4=Sørensen|first4=A. C.|last5=Thomasen|first5=J. R.|last6=Hjortø|first6=L.|title=Herd characteristics influence farmers' preferences for trait improvements in Danish Red and Danish Jersey cows|journal=Acta Agriculturae Scandinavica, Section A|date=2 July 2016|volume=66|issue=3|pages=177–182|doi=10.1080/09064702.2016.1277550|s2cid=53575561|issn=0906-4702|url=http://orgprints.org/31388/1/Slagboom%20et%20al.%3B%202017%3B%20Herd%20characteristics%20influence%20farmers%20preferences%20for%20trait%20improvements%20in%20Danish%20Red%20and%20Danish%20Jersey%20cows.pdf}}{{cite journal|last1=Slagboom|first1=M.|last2=Kargo|first2=M.|last3=Edwards|first3=D.|last4=Sørensen|first4=A.C.|last5=Thomasen|first5=J.R.|last6=Hjortø|first6=L.|title=Organic dairy farmers put more emphasis on production traits than conventional farmers|journal=Journal of Dairy Science|date=1 December 2016|volume=99|issue=12|pages=9845–9856|doi=10.3168/jds.2016-11346|pmid=27692711|language=en|issn=0022-0302|url=http://orgprints.org/30149/1/Slagboom_2016_ClusterAnalysis.pdf}}{{cite journal|last1=Byrne|first1=T.J.|last2=Santos|first2=B.F.S.|last3=Amer|first3=P.R.|last4=Martin-Collado|first4=D.|last5=Pryce|first5=J.E.|last6=Axford|first6=M.|title=New breeding objectives and selection indices for the Australian dairy industry|journal=Journal of Dairy Science|date=1 October 2016|volume=99|issue=10|pages=8146–8167|doi=10.3168/jds.2015-10747|pmid=27522425|language=en|issn=0022-0302|doi-access=free}}
• Plant breeding{{cite journal |doi=10.1071/CP10320 |title=The use of conjoint analysis to determine the relative importance of specific traits as selection criteria for the improvement of perennial pasture species in Australia |year=2011 |last1=Smith |first1=K. F. |last2=Fennessy |first2=P. F. |journal=Crop and Pasture Science |volume=62 |issue=4 |pages=355–65}}{{cite journal|last1=Smith|first1=K. F.|last2=Ludemann|first2=C.|last3=Lewis|first3=C. D.|last4=Malcolm|first4=B.|last5=Banks|first5=R. G.|last6=Jacobs|first6=J. L.|last7=Fennessy|first7=P. F.|last8=Spangenberg|first8=G. C.|title=Estimating the value of genetic gain in perennial pastures with emphasis on temperate species|journal=Crop and Pasture Science|volume=65|issue=11|year=2014|pages=1230|issn=1836-0947|doi=10.1071/CP13384|s2cid=84123507}}

• Monetary policy researchSmith, Christie (2009), [http://www.rbnz.govt.nz/research_and_publications/discussion_papers/2009/dp09_01.pdf "Revealing monetary policy preferences"] {{Webarchive|url=https://web.archive.org/web/20140508082645/http://www.rbnz.govt.nz/research_and_publications/discussion_papers/2009/dp09_01.pdf |date=2014-05-08 }}, Reserve Bank of New Zealand Discussion Paper Series, DP2009/01;
• Retirement income policies research{{cite journal |title=A Practical Approach to Well-being Based Policy Development: What Do New Zealanders Want from Their Retirement Income Policies? |journal=New Zealand Treasury Working Papers |year=2015 |last1=Au |first1=Joey |last2=Coleman |first2=Andrew |last3=Sullivan |first3=Trudy |volume=15 |issue=14 |isbn=978-0-478-43678-5 |url=https://www.treasury.govt.nz/publications/wp/practical-approach-well-being-based-policy-development-what-do-new-zealanders-want-their-retirement-income-policies-wp-15-14 }}

• Corporate strategic management{{cite journal|last1=Ruhland |first1=Johannes |year=2006 |url=http://scindeks.nb.rs/article.aspx?artid=0354-86350644023R |title=Strategic mobilization: What strategic management can learn from social movement research |journal=Management: Časopis za Teoriju i Praksu Menadžmenta|volume=11 |issue=44 |pages=23–31 |url-status=dead |archive-url=https://web.archive.org/web/20120323095046/http://scindeks.nb.rs/article.aspx?artid=0354-86350644023R |archive-date=2012-03-23 }}
• Measuring business goodwill{{cite journal|last1=Whiting|first1=Rosalind|last2=Hansen|first2=Paul|last3=Sen|first3=Anindya|title=A tool for measuring SMEs' reputation, engagement and goodwill: A New Zealand exploratory study|journal=Journal of Intellectual Capital|date=2017|volume=18|issue=1|pages=170–188|doi=10.1108/JIC-02-2016-0028|issn=1469-1930}}

• Cloud computing{{cite journal|last1=Isma'|first1=Salim Al|last2=ili|first2=N.A.|last3=Li|first3=Mengxiang|last4=Shen|first4=Jun|last5=He|first5=Qiang|title=Cloud computing adoption decision modelling for SMEs: a conjoint analysis|journal=International Journal of Web and Grid Services|volume=12|issue=3|pages=296|doi=10.1504/ijwgs.2016.079157|language=en|year=2016|url=http://ro.uow.edu.au/cgi/viewcontent.cgi?article=7045&context=eispapers}}
• Intelligent transportation systems{{cite journal|last1=Mancini|first1=Adriano|last2=Frontoni|first2=Emanuele|last3=Zingaretti|first3=Primo|title=Embedded Multisensor System for Safe Point-to-Point Navigation of Impaired Users|journal=IEEE Transactions on Intelligent Transportation Systems|date=December 2015|volume=16|issue=6|pages=3543–3555|doi=10.1109/TITS.2015.2489261|s2cid=8231525}}

• Marketing research for mobile banking{{cite journal|last1=Wijland|first1=Roel|last2=Hansen|first2=Paul|last3=Gardezi|first3=Fatima|title=Mobile nudging: Youth engagement with banking apps|journal=Journal of Financial Services Marketing|date=15 March 2016|volume=21|issue=1|pages=51–63|doi=10.1057/fsm.2016.1|s2cid=167856107}} and fruit juice{{cite journal |last1=Lee |first1=Pui Yee |last2=Lusk |first2=Karen |last3=Mirosa |first3=Miranda |author-link3=Miranda Mirosa |last4=Oey |first4=Indrawati |year=2015 |title=An attribute prioritization-based segmentation of the Chinese consumer market for fruit juice |journal=Food Quality and Preference |volume=46 |pages=1–8 |doi=10.1016/j.foodqual.2015.06.016 |issn=0950-3293 |hdl=10523/10826}}
• Energy-efficiency decision-making{{Cite journal | doi = 10.1177/0013916512467532| title = Dimensions of Conservation: Exploring Differences Among Energy Behaviors| journal = Environment and Behavior| volume = 46| issue = 4| pages = 423–452| year = 2012| last1 = Karlin | first1 = B.| last2 = Davis | first2 = N.| last3 = Sanguinetti | first3 = A.| last4 = Gamble | first4 = K.| last5 = Kirkby | first5 = D.| last6 = Stokols | first6 = D.| s2cid = 144215435| url = https://escholarship.org/uc/item/6xv944gd}}{{cite book|last1=Ford|first1=Rebecca|last2=Sumavsk|first2=Ondrej|last3=Clarke|first3=Auren|last4=Thorsnes|first4=Paul|title=Design, User Experience, and Usability. User Experience Design for Everyday Life Applications and Services |chapter=Personalized Energy Priorities: A User-Centric Application for Energy Advice |volume=8519|year=2014|pages=542–553|issn=0302-9743|doi=10.1007/978-3-319-07635-5_52|series=Lecture Notes in Computer Science|isbn=978-3-319-07634-8|hdl=10523/4949}}{{cite journal|last1=Ford|first1=Rebecca|last2=Walton|first2=Sara|last3=Stephenson|first3=Janet|last4=Rees|first4=David|last5=Scott|first5=Michelle|last6=King|first6=Geoff|last7=Williams|first7=John|last8=Wooliscroft|first8=Ben|title=Emerging energy transitions: PV uptake beyond subsidies|journal=Technological Forecasting and Social Change|date=2017|volume=117|pages=138–150|doi=10.1016/j.techfore.2016.12.007|hdl=10523/8031|url=https://strathprints.strath.ac.uk/69191/1/Ford_etal_TFSC_2017_Emerging_energy_transitions_PV_uptake.pdf }}
• Tourism development{{cite journal|last1=Romão|first1=João|last2=Machino|first2=Kazuo|last3=Nijkamp|first3=Peter|title=Assessment of wellness tourism development in Hokkaido: a multicriteria and strategic choice analysis|journal=Asia-Pacific Journal of Regional Science|volume=1|pages=265–290|date=12 June 2017|issue=1 |doi=10.1007/s41685-017-0042-4|bibcode=2017AJPRS...1..265R |hdl=2115/66510|s2cid=55913940|hdl-access=free}}
• Evaluating decision-making software{{cite journal|last1=Mustajoki|first1=Jyri|last2=Marttunen|first2=Mika|title=Comparison of multi-criteria decision analytical software for supporting environmental planning processes|journal=Environmental Modelling & Software|date=2017|volume=93|pages=78–91|doi=10.1016/j.envsoft.2017.02.026|bibcode=2017EnvMS..93...78M }}
• Research into charitable-giving{{Cite journal | doi = 10.1080/00220388.2014.925542| title = Developing Countries in Need: Which Characteristics Appeal most to People when Donating Money?| journal = The Journal of Development Studies| pages = 1494–1509| year = 2014| last1 = Hansen | first1 = P. | last2 = Kergozou | first2 = N. | last3 = Knowles | first3 = S. | last4 = Thorsnes | first4 = P. | volume=50| issue = 11| hdl = 10523/4276| s2cid = 154738603| url = http://www.otago.ac.nz/economics/research/otago076647.pdf}}{{cite journal|last1=Cunningham|first1=Harry|last2=Knowles|first2=Stephen|last3=Hansen|first3=Paul|title=Bilateral foreign aid: how important is aid effectiveness to people for choosing countries to support?|journal=Applied Economics Letters|date=12 March 2017|volume=24|issue=5|pages=306–310|doi=10.1080/13504851.2016.1184372|issn=1350-4851|hdl=10523/6393|s2cid=29778171}}
• Flipped classroom design{{cite journal|last1=Mohammed|first1=Husam Jasim|last2=AL-Dahneem|first2=Ebtehal Abdulmohsin|last3=Hamadi|first3=Abdulmunaam K.|title=A comparative analysis for adopting an innovative pedagogical approach of flipped teaching for active classroom learning|journal=Journal of Global Business and Social Entrepreneurship|date=2016|volume=3|pages=86–94|url=http://gbse.com.my/22nov16/Paper-9-Done-.pdf|issn=2462-1714}}

{{reflist}}

Category:Decision-making software

Category:Science software