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, OpenGovData.org
4C Project
4C Project
Aalbersberg, IJsbrand Jan
Abelson, Hal
Abrams, S
Addis, Matthew
Aitken, Brian
Akers, K
Akmon, Dharma
Alexander, Desiree
Alexogiannopoulos, Edward
Allard, Suzie
Allen, Liz
Allen, Arthur
Allen, Shawn
Allinson, Julie
Allison, Lee
Almes, Guy T.
Alter, George C.
Altman, Micah
Anders, Jane H. S.
Anderson, Nicholas
Anderson, M.S.
Anderson, W
Angelaki, Marina
Ansari, Steve
Antunes, Gonçalo
Appleton, Gabrielle
Archambault, Éric
Argáez, Diego
Arzberger, Peter
Ashley, Kevin
Association of Research Libraries
Atkins, Daniel E.
Atkins, Dan
Averkamp, S
AVPreserve
Awre, Chris
Axton, Myles
Aydinoglu, Arsev
Ayris, Paul
Baak, Arie
Bailey, Jefferson
Bairrão, Rachel
Bajcsy, Ruzena
Bakker, Marjan
Ball, Alexander
Ball, Alex
Bamkin, Marianne
Bank, The World
Barateiro, José
Bardyn, Tania
Barnett, William
Bastow, Ruth
Bates, John J.
Beagrie, Robert
Beagrie, N
Beagrie, Neil
Becker, Adams
Becker, Christoph
Beedham, Hilary
Beile, Penny
Belfiore, Eleonora
Belter, Christopher W.
Bendavid, E
Bender, Edwin
bepress
Bergin, Meghan Banach
Berman, Francine
Berman, F.
Bertelmann, Roland
Big Data Value Association
Bigagli, Lorenzo
Binning, Sandra A.
Birch, Ben
Birnholtz, Jeremy P.
Birnie, Frederik
Bishoff, Carolyn
Bishoff, Josh
Bishop, Libby
Blocker, Alexander W.
Blomberg, Niklas
Bodnar, Jon
Bohn, Roger E.
Boiten, Jan-Willem
Borbinha, Jose
Borg, Sami
Borgman, Christine L.
Borgman, Christine L.
Borsboom, Denny
Bošnjak, Lana
Bourne, Philip E.
Bouwman, Jildau
Bowden, Heather
Bowker, Geoffrey C.
Bradbury, Stephanie
Bradley, Kevin
Brady, Henry
Brand, Amy
Brandys, Barbara
Braun, Steven
Breeze, Jonathan
Brinkley, James
Brock, Elaine
Brockenbrough, Scott
Brocks, Holger
Brodeur, Jason J.
Bronicki, Jacqueline
Brookes, Anthony J.
Brown, Brad
Brown, Sheridan
Bruce, Rachel
Budget, Office of Managem
Budin-Ljosne, Isabelle
Bughin, Jacques
Burda, Daniel
Bureau, United States Cen
Burn, Janice
Burnhill, Peter
Burton, Matt
Byatt, Dorothy
Byers, Angela Hung
Callaghan, Sarah
Calvert, Scout
Camina, Susan
Campbell, E.G.
Campbell, Philip
Candela, Leonardo
Carlson, Jake
Carlson, Jacob
Carrozza, Maria Chiara
Caruso, Julie
Casad, Madeleine
Casarosa, Vittore
Castelli, Donatella
Cech, Thomas R.
Centre, Digital Curation
Cerf, Vint
Chalmers, Melissa K.
Chapman, Wendy W.
Charles Beagrie Ltd
Chen, Robert S.
Childs, Sue
Choudhury, Sayeed
Chruszcz, Julia
Chui, Michael
Chute, Christopher
Cirrinnà, Chiara
Clark, Tim
Clement, Gail P.
Cohen, Elizabeth
Collins, S
Consortia Advancing Standards in Research Administration Information (CASRAI)
Conway, Paul
Corn, Mike
Corti, Louise
Costas, Rodriguez
Courant, Paul
Courant, Paul N
Cragin, Melissa
Cranmer, Kyle
Cranston, Catherine
Creamer, A
Crosas, Mercè
Crotty, David
Crowe, K
Crumpton, M
Cruse, P
Culbertson, Mike
Cummings, Jonathon
Cummings, Michael
Curry, Stephen
Dale, Michael
Dallmeier-Tiessen, Sünje
Dalton, Elizabeth D.
Daniels, Morgan G.
Darby, Robert
Darch, Peter T.
Data Management Task Force
Davidson, Joy
Davies, Richard
Day, Roger S.
DCC
de Espinolda, Giovana Mara
De Luca, Federico
de Waard, Anita
Deegan, M.
Dempsey, Lorcan
Di Stefano, Rosanne
Diekmann, Florian
Diepenbroek, Michael
Dierolf, Uwe
Dietrich, Dianne
Digital Preservation Coalition
DigitalPreservationEurope
Dillo, Ingrid
Dirks, Lee
Dobbs, Richard
Donakowski, Darrell
Dorsett, Kristina
Doshi, Elizabeth Almasi
Doty, Jennifer
Douglass, Kimberly
Downey, G
Downs, Robert R.
Downs, Robert
Droegemeier, Kelvin K.
Dryden, Anita
Dubrow, Aaron
Duerr, R.
Duerr, Ruth
Duke, Monica
Dumon, Olivier
Dumontier, Michel
D’Ignazio, John
Eakin, Lorraine
Earth Science Information Partners
Eddy, Sean R.
Edmunds, Scott
Edwards, Paul N.
Eisenberg, David
Elin, Greg
Elman, Colin
Ember, Carol
Engelhardt, Claudia
Engerson, C
Engineering and Physical Sciences Research Council
Erdmann, Christopher
Erway, Ricky
Esanu, E
Eschenfelder, K
Estrada, V.
European Commission, Directorate-General for Research and Innovation
Evelo, Chris T.
Exley, Zack
Expert Advisory Group on Data Access
Falcone, Patricia
Faniel, Ixchel
Farrell, Diana
Favret, Colin
Fear, Kathleen
Fear, Marie
Fearon, David
Fearon, David S.
Fecher, Benedikt
Federation of Earth Science Information Partners
Federer, Lisa
Feeley, Kenneth
Feijen, Martin
Feldman, Robin
Feldman, Stuart I.
Fernie, Kate
Ferreira, Miguel
Finholt, Thomas A.
Finkers, Richard
Finn, Rachel
Fioraso, Geneviève
Fiore, Andrew T.
Fitzpatrick, Will
Fleming, P
Fogel, Karl
FORCE11
Forsman, Rick
Fosmire, Michael
Foster, Ian
Fox, G. C.
Frame, Mike
Fraser, Sarah E.
Freeman, A.
Frew, James
Fridsma, Douglas B.
Friedlander, Amy
Friesike, Sascha
Frost, D
Fry, Jenny
Fuchs, Sara
Fuller, Sherrilynne
Gantz, John F
Garcia-molina, Hector
Gemeinholzer, Birgit
Geoghegan-Quinn, Máire
Geraci, John
Giarlo, Michael J.
Gibbs, Harry
Gil, Yolanda
Girling, Henry
Glasgow, University of
Gloerich, Joppe
Goble, Carole
Goebelbecker, Hans-Jürgen
Goethals, Andrea
Goldstein, Justin C.
Gomm, Moritz
Gonzalez-Beltran, Alejandra
Goodchild, Michael F.
Goodman, Alyssa
Goodyear, Gary
Gore, S
Gray, Alasdair J.G.
Green, Richard
Grethe, Jeffrey S.
Gretton, Paul
Grim, Rob
Grimshaw, Shirley
Grindley, Neil
Groth, Paul
Grotke, Abbie
Group, RDA Legal Inte
Group, DSA
Group, NIH Big Data A
Groves, Peter
Gruen, Nicholas
Gu, X
Guercio, Mariella
Guindon, Alex
Gundlach, Jens
Gunia, Betsy
Guo, Peixuan
Gurbaxani, Vijay
Gurney, Robert
Gutmann, Myron
Haddow, Gaby
Halbert, Martin
Hall, Joseph Lorenzo
Haltiwanger, John
Hamilton, Martin
Hampton, Stephanie
Hanisch, Robert
Hank, Carolyn
Harayama, Yuko
Hardi, Joel
Harris, Jennifer
Harvey, Ross
Hawkins, Bradford A.
Hayslett, Michele
Hebing, Marcel
Hedstrom, Margaret
Heeley, Melanie
Helin, Heikki
Heller, Miriam
Hemmje, Matthias
Hendley, Tony
Henty, Margaret
Heringa, Jaap
Hersey, Karen
Herterich, Patricia
Hey, A. J. G.
Hey, T.
Hilbert, Martin
Hill, Jude
Hill, Mark D.
Hill, Steven
Hillegas, Curtis W.
Hills, Alan D.
Hills, Denise J.
Hlava, Marjorie
Hodson, Simon
Hoelter, Lynette
Hoen, Peter A.C ’t
Hofmann, Marcia
Hogg, David W.
Holdren, John P.
Hole, Brian
Holovaty, Adrian
Holtzman, Steven H.
Honavar, Vasant G.
Hooft, Rob
Horowitz, Bradley
Horton, L
Houghton, John
Houghton, J.W.
Houghton, J
Huang, Xiaolei
Hubbard, Bill
Huerta, Michael F.
Hull, Elizabeth A.
Humphrey, C
Humphrey, Charles
Humphreys, Betsy L.
Hussain, Azhar
ICU World Data System
Index, Global Open Data
Institute, McKinsey Global
International Standards Organization
Isaeva, Julia
Ishida, Mayu
Jackson, Steven J.
Jacobs, James A.
Janée, Greg
Jerončić, Ana
Jerrome, Neil
Jinfang, Niu
JISC
JISC Executive
Johansen, Katherine Hougaard E
Johnson, Roberta
Johnson, L.
Johnson, Ben
Johnston, Lisa
Johnston, L
Jones, Sarah
Jones, L.M.
Jones, S.
Jones, Anita
Jones, Richard
Joubert, Douglas
Kafel, D
Kain, Roger
Kala, Vasso
Kalaitzi, Vasso
Kalil, Tom
Kanous, Alex
Kashyap, Vinay
Kats, Judith
Kaufman, Peter B.
Kaur, Kirnn
Kc, Milly
Kearns, Edward J.
Kejser, Ulla Bøgvad
Kernohan, David
Kerr, Ann
Kerridge, Simon
Keserű, Júlia
Kesselman, Carl
Khodiyar, Varsha
Kim, Yong-Mi
Kim, Suntae
Kim, Jihyun
Kim, Youngseek
Kindling, Maxi
Kirchoff, Amy
Kitchin, R
Klein, Michael L.
Klein, Kris
Klump, Jens
Knapton, Sarah
Knecht, Lou S.
Knight, Shirlee-Ann
Knoppers, Bartha Maria
Koedinger, Kenneth R.
Kok, Ruben
Kok, Joost
Kollen, Christine
Kouper, Inna
Kovari, Jason
Kratz, John
Kratz, John E.
Kroll, Susan
Krupp, Jaan
Kruuk, Loeske E. B.
Kuappinen, Tomi
Kuhn, Tobias
Kuipers, Tom
Kunze, John
Kupiainen, Irina
Kuula, Arja
L'Hours, Hervé
Lage, Kathryn
Lagoze, Carl
Lake, Sherry
Lambert, Simon
Lance, Timothy
Lane, Julia
Lanfear, Robert
Lavasa, Artemis
Lavoie, Brian
Lawrence, Katherine A.
Lawrence, Rebecca
Lazorchak, Butch
Lee, Sally
Lee, Wongoo
Lee, Christopher A.
Lehtonen, Juha
Lei, Fumin
Lemley, Mark A.
Leonelli, Sabina
Lesk, Michael
Lessig, Lawrence
Level, Allison
Levin, L
Library of Congress
Lin, R
Lin, Li
Linde, Peter
Linn, Marcia
Lipkis, Tom
Livanov, Dmitry
Lockyer, S.
López, Priscila
Losoff, Barbara
Louis, K.S.
Loy, Matthew
Lu, Ya-Ling
Lunghi, Maurizo
Lupia, Arthur
Lusher, Scott J.
Lyle, Jared A.
Lyman, Peter
Lynch, Clifford
Lynch, Clifford A.
Lyon, Liz
Ma, Zhaokun
Mahabal, Ashish
Malamud, Carl
Malpas, Constance
Mandelbaum, Jane
Maness, Jack
Manfrediz, Alex
Manoff, Maribeth
Manyika, James
Marchionini, Gary
Marcum, Deanna
Markey, Karen
Markin, Karen M.
Markus, Lynne
Maron, Nancy L.
Martin, E
Martinez-Uribe, Luis
Martone, Maryann E.
Marušić, Ana
Marz, Kaye
Masur, Jonathan
Mayer, Rudolf
Mayernik, Matthew S.
Mayo, Christine
McArthur, John
McBurney, J. N.
McCadden, Katie
McCain, Katherine W.
McCann, Patrick
McCarthy, Mark
McDonough, Jerome
Mcgann, Jerome
McGaughey, Karen
McKenney, Sam
McLeod, Julie
McLeod, Rory
McLure, Merinda
McPeek, Mark A.
Meijer, I.
Messerschmitt, David G.
Messina, Paul
Miao, Rui
Migurski, Michal
Miksa, Tomasz
Miller, CC
Miller, Gary L.
Miller, Jason
Minie, Mark
Minton, Stephen
Mitcham, Jenny
Mitova, Mariya
Moen, William
Mohr, Alicia Hofelich
Molenaar, Dylan
Monaco, Gregory E.
Moniz, Ernest J.
Mons, Albert
Mons, Barend
Moore, David
Moore, Allen J.
Moorman, David
Morabito, Seth
Mork, James G.
Moses, John F.
Mowers, S
Muench, August
Muller, Liz
Mundrane, Michael R.
Murphy, Fiona
Murray, Tim
Nadali, Ahmad
National Academics Committee on Responsibilities of Authorship in the Biological Sciences
National Aeronautics and Space Administration
National Cyber Infrastructure Foundation
National Data Archive Consultation
National Information Standards Organization
National Research Council
National Science and Technology Council
National Science Board
National Science Foundation
Nauta, Gerhard-Jan
Needham, JL
Nelson, Michael L.
Nelson, Megan
Neumann, Martin Alexander
Newman, Dan
Neylon, Cameron
Nicholls, Natsuko
Nicol, Aurore
Nielsen, Anders Bo
Niu, Jinfang
Noor, Mohamed A. F
Noorman, Merel
Nurse, Paul
O'Neil, Daniel X.
O'Reilly, Tim
Obama, Barack
Oblinger, Diana G.
Oehlerts, Beth
Open Data Initiative
Open Exeter Project Team
Oppenheim, C.
Orban, David
Organization for Economic Co-operation and Development
Orszag, Peter R.
Ostriker, Jeremiah P.
Owens, Trevor
Oxford, University of
Packer, Abel L.
Pagano, Pasquale
Palaiologk, Anna
Palmer, L
Palmer, Carole
Palmer, Greg
Palomino, Joaquin
Pampel, Heinz
Paolillo, Michelle
Parham, Susan
Parr, Cynthia
PARSE.Insight
Parsons, Thomas
Parsons, Mark A
Patrick, Meriel
Pea, Roy
Peach, Caroline
Peng, Ge
Pennock, Maureen
Pepe, Alberto
Perry, C
Perry, Carol
Persson, Bengt
Peters, Christie
Phillips, Meg
Pickle, Sarah
Pickton, Miggie
Pienta, Amy M.
Piwowar, Heather A.
Pjesivac, Ivanka
Plietzsch, Birgit
PLOS ONE
Podesta, John
Pollock, Danielle
Polydoratou, Panayiota
Porter, Simon
Posner, Miriam
Poste, George H.
Pralle, Barbara
Price, Lada
Pritzker, Penny
Privette, Jeffrey L.
Proença, Diogo
Pronk, Tessa E.
Provost’s Task Force Data
Qiao, Gexia
Qin, Jian
Rai, Arti
Raikhel, Natasha V.
Ramapriyan, Hampapuram
Ramapriyan, H. K.
Ramapriyan, H.
Ramírez, Marisa
Rankin, P
Rans, Jonathan
Rasmussen, B.
Rauber, Andreas
Rausher, Mark D.
Read, Eleanor
Read, Kevin B.
Reeves, Jodi
Reich, Vicky
Reilly, Susan
Reinsel, David
Research Councils UK
Research Data Alliance
Resnick, Taryn
Reznik-Zellen, R
Ribes, David
Rieger, Oya Y.
Rieh, Soo Young
Rieseberg, Loren
Rinehart, Amanda
Ritchey, Nancy A.
Roberts, Timothy
Robertson, Thomas
Robey, David
Robinson, Nigel
Rocca-Serra, Philippe
Roche, Dominique G.
Rogers, B
Rolando, Elizabeth
Roos, Marco
Rosenthal, David S. H.
Ross, Seamus
Ross, S.
Rounds, Shawn
Rowlands, Ian
Roxburgh, Charles
Rubinfeld, Daniel
Ruggaber, Robin
Rumsey, Abby Smith
Rumsey, Sally
Rusbridge, Chris
Russell, Keith
Russell, Kelly
Rutten, Paul
Ruusalepp, Raivo
Ruusalepp, R.
Salen, Katie
Sallans, Andrew
Salmivalli, Riina
Sands, Ashley
Sands, Ashley E.
Sandusky, Robert J.
Sandusky, Robert
Sansone, Susanna-Assunta
Santos, Luiz Bonino da
Scaramozzino, Jeanine
Schaefer, John C.
Scheller, Richard H.
Schieving, Feike
Schiff, Lisa R.
Schirmbacher, Peter
Schlichting, Wolfang
Schmidt, Birgit
Schmitt, Karlheinz
Scholze, Frank
Schonfeld, Roger
Schrimpf, Sabine
Schröder, Peter
Schultes, Erik
Schürer, K.
Schütte, Georg
Science and Technology Council
Science Staff
Sciences, National Academy of
Scott, Jo
Semple, Najla
Sengstag, Thierry
Service, UK Data
Shankar, K
Sharpe, Robert
Shaw, Donny
Shearer, Kathleen
Sheehan, Jerry R.
Shen, Huei-yi
Shenton, Helen
Short, James E.
Short, Harold
Siemiginowska, Aneta
Sifry, Micah
Simmons College
Simpson, Evan
Singer, David B.
Slater, Ted
Slavkovic, Aleksandra
Slovenia, Government of the Rep
Smallwood, Rod
Smith, Kirby
Smith, Jane
Smith, Marshall S.
Society, The Royal
Sondervan, Jeroen
St Jean, Beth
Stanton, Jeffrey
Steele, Colin
Steinberg, Tom
Sticco, Caitlin
Stodden, Victoria
Stokes, Paul
Storino, Christine
Stowell-Bracke, Marianne
Strasser, C
Strasser, Carly
Strathmann, Stefan
Strawn, George
Strodl, Stephan
Strong, Diane M.
Sturges, Paul
Sunlight Foundation
Sveinsdottir, Thordis
Swartz, Aaron
Swertz, Morris A.
Szalay, Alex
Tadic, Linda
Tanner, S.
Tarczy-Hornoch, Peter
Tasse, Anne Marie
Tauberer, Josh
Taylor, Mark J.
Taylor, Jamie
Tedds, Jonathan
Teeter, Katherine C
Tenopir, Carol
Teuteberg, Frank
Thaesis
The Consultative Committee for Space Data Systems
The Economist
The Governance Lab New York University
Thewall, Mike
Thirifays, Alex
Thompson, Mark
Thompson, Sara Day
Thompson Reuters
Thomson, John
Thornhill, K
Tibbo, Helen R.
Tinkler, Jane
Tjalsma, Heiko
Toncheva, Anna
Topi, Heikki
Traweek, Sharon
Trefethen, A. E.
Treloar, Andrew
Tsoukala, Victoria
Turnator, Ece
Turner, Vernon
Ubaldi, Barbara
Uhlir, Paul F.
UNC-CH
United States Government
University, Purdue
University of Minnesota Libraries
US Group on Earth Observations
Van Camp, Anne
Van den Eynden, Veerle
van der Graaf, Maurits
van der Hoeven, Jeffrey
van der Hoeven, Jeffrey
van der Kuil, Annemiek
van der Lei, Johan
van der Weel, Adriaan
Van Kuiken, Steve
van Mulligen, Erik
van Nispen, Annelies
van Schaik, Rene
van Weerden, Anne
Vardigan, Mary
Varian, Hal R.
Velterop, Jan
Verhaar, Peter
Vickery, Graham
Vieira, Ricardo
Vierkant, Paul
Viney, Ian
Vision, Todd J.
Vlaeminck, Sven
Vogel, Gretchen
Vogeli, C
Waagmeester, Andra
Waaijers, Leo
Wada, Kent
Wadhwa, Kush
Wagenaar, Abram
Waller, Martin
Wallis, Jillian C.
Waltham, Mary C.
Wang, David
Wang, Richard Y.
Washburn, Jennifer
Weaver, Belinda
Weigert, Verena
Weinberger, Ellis
Weiner, Eric
Welsh, Judith
Werkmann, Bjorn
Wessels, Bridgette
Westra, Brian
Wheatley, Paul
Wheatley, Steven C.
White, Wendy
Whitlock, Michael C.
Whitlock, Michael C.
Whyte, Angus
Wicherts, Jelte M.
Wiersma, Paulien H.
Wilkinson, Mark D.
Willetts, David
Williams, Peter
Williams, Sarah
Williamson, Laurian
Wilsdon, James
Wilson, James
Wilson, Simon
Witt, Michael
Wittenburg, Peter
Wolstencroft, Katherine
Woollard, Matthew
Wouters, P.
Wouters, Paul
Wright, Richard
Wright, Margaret H.
Wu, Lei
Wyatt, Sally
Wynholds, Laura
Wynholds, Laura A.
Xheneti, Irida
Yakel, Elizabeth
Yelick, Katherine
Yucel, R
Zahedi, Z.
Zertifizierung, nestor Arbeitsgru
Zhang, Ruiling
Zhao, Jun
Zients, Jeffrey
Zimmerman, Katherine J
Zins, Chaim
Zottola, Ralph J.
Zuckerman, Ethan
Type
any
Miscellaneous
Website
Journal Article
Newspaper Article
Report
Book
Conference Paper
Personal
Magazine Article
Book Chapter
Presentation
Thesis
Database
Chart
Term
any
Gap Area Study Type - Measurement
Gap Area Study Type - Metrics
Gap Area Study Type - Targeted
Gap Area Study Type - Wider
High-level Gap Areas - CMP
High-level Gap Areas - Collaboration
High-level Gap Areas - Commitment
High-level Gap Areas - Context
High-level Gap Areas - Culture
High-level Gap Areas - Discovery
High-level Gap Areas - Funding
High-level Gap Areas - Human Resources
High-level Gap Areas - Infrastructure and Tools
High-level Gap Areas - Knowledge
High-level Gap Areas - Legal and Policy
High-level Gap Areas - Responsibility
High-level Gap Areas - Reuse
High-level Gap Areas - Sharing and Access
High-level Gap Areas - Sustainability Planning
Measurement Gap Areas - CMP: Difficulty establishing the trustworthiness of curated data
Measurement Gap Areas - CMP: Difficulty maintaining the integrity of data over time
Measurement Gap Areas - CMP: Difficulty managing data for reuse
Measurement Gap Areas - CMP: Fragmented data management
Measurement Gap Areas - CMP: Insufficient data curation or management
Measurement Gap Areas - Collab: Challenges forming partnerships
Measurement Gap Areas - Collab: Lack of collaboration
Measurement Gap Areas - Collab: Other: Research collaboration
Measurement Gap Areas - Commit: Extent of commitment
Measurement Gap Areas - Commit: Lack of commitment
Measurement Gap Areas - Context: Discipline/Department
Measurement Gap Areas - Context: Experience or Rank
Measurement Gap Areas - Context: Funder (or funding source)
Measurement Gap Areas - Context: Geographic Location
Measurement Gap Areas - Context: Research area
Measurement Gap Areas - Context: Role (or business area)
Measurement Gap Areas - Culture: Data definition
Measurement Gap Areas - Culture: Demand for data
Measurement Gap Areas - Culture: Evaluation of quality
Measurement Gap Areas - Culture: Identifying what is valuable
Measurement Gap Areas - Culture: Intellectual Property
Measurement Gap Areas - Culture: Other: Data analysis
Measurement Gap Areas - Culture: Other: Data Citation
Measurement Gap Areas - Culture: Other: Data collection
Measurement Gap Areas - Culture: Other: Preservation policies
Measurement Gap Areas - Culture: Other: Security practices
Measurement Gap Areas - Culture: Other: Which life cycle stages are most important
Measurement Gap Areas - Culture: Research and development culture
Measurement Gap Areas - Culture: Sharing attitudes and practices
Measurement Gap Areas - Culture: Standards
Measurement Gap Areas - Culture: Stewardship priority
Measurement Gap Areas - Disc: Discovery
Measurement Gap Areas - Funding: Lack of funding
Measurement Gap Areas - HR: Lack of people
Measurement Gap Areas - HR: Lack of skills
Measurement Gap Areas - HR: Lack of support for data management
Measurement Gap Areas - HR: Uneven distribution of skills
Measurement Gap Areas - IT: Difficulty meeting generalized and special needs
Measurement Gap Areas - IT: Lack of infrastructure
Measurement Gap Areas - IT: Lack of tools
Measurement Gap Areas - IT: Other: Lack of services
Measurement Gap Areas - Knowledge: Amount of data
Measurement Gap Areas - Knowledge: Challenges of enabling data reuse
Measurement Gap Areas - Knowledge: Costs of stewardship
Measurement Gap Areas - Knowledge: How to preserve
Measurement Gap Areas - Knowledge: Infrastructure for stewardship
Measurement Gap Areas - Knowledge: Other: Benefits of Stewardship
Measurement Gap Areas - Knowledge: Other: Costs of Access and Reuse (time and money)
Measurement Gap Areas - Knowledge: Other: Costs of Creation (time and money)
Measurement Gap Areas - Knowledge: Other: Costs of Deposit (time and money)
Measurement Gap Areas - Knowledge: Other: Data types and formats
Measurement Gap Areas - Knowledge: Other: Data Value and Impact
Measurement Gap Areas - Knowledge: Other: Experiences (data managers e.g., lost data)
Measurement Gap Areas - Knowledge: Other: Funder requirements, experience with DMPs (researchers)
Measurement Gap Areas - Knowledge: Other: Funding opportunities
Measurement Gap Areas - Knowledge: Other: Non-electronic data
Measurement Gap Areas - Knowledge: Other: Sensitive data
Measurement Gap Areas - Knowledge: Other: Services
Measurement Gap Areas - Knowledge: Other: Standards
Measurement Gap Areas - Knowledge: Other: Threats or Risks
Measurement Gap Areas - Knowledge: Where to deposit data
Measurement Gap Areas - LP: Deficiencies that inhibit stewardship, access, and use
Measurement Gap Areas - LP: Incentives that support stewardship, access, and use
Measurement Gap Areas - LP: Institutional structures and pressures
Measurement Gap Areas - LP: Lack of consistency and alignment
Measurement Gap Areas - Resp: Conduct stewardship activities
Measurement Gap Areas - Resp: Coordinate stewardship activities
Measurement Gap Areas - Resp: Other: Accounting and Budgeting
Measurement Gap Areas - Resp: Other: Create Data
Measurement Gap Areas - Resp: Other: Evaluate Quality
Measurement Gap Areas - Resp: Other: Make stewardship decisions
Measurement Gap Areas - Resp: Other: Outreach
Measurement Gap Areas - Resp: Other: Policy and Regulation
Measurement Gap Areas - Resp: Other: Reuse Data
Measurement Gap Areas - Resp: Support stewardship activities
Measurement Gap Areas - Reuse: Reuse
Measurement Gap Areas - SA: Sharing and Access
Measurement Gap Areas - SP: Business and economic models
Measurement Gap Areas - SP: Design and staffing of organizations
Measurement Gap Areas - SP: Dynamic and adaptable infrastructure
Measurement Gap Areas - SP: Lack of strategy and planning
Metrics Gap Areas - CMP: Difficulty establishing the trustworthiness of curated data
Metrics Gap Areas - CMP: Difficulty maintaining the integrity of data over time
Metrics Gap Areas - CMP: Difficulty managing data for reuse
Metrics Gap Areas - CMP: Insufficient data curation or management
Metrics Gap Areas - Commit: Duration of commitment
Metrics Gap Areas - Commit: Extent of commitment
Metrics Gap Areas - Commit: Lack of commitment
Metrics Gap Areas - Culture: Evaluation of quality
Metrics Gap Areas - Culture: Identifying what is valuable
Metrics Gap Areas - Culture: Sharing attitudes and practices
Metrics Gap Areas - HR: Lack of skills
Metrics Gap Areas - IT: Lack of infrastructure
Metrics Gap Areas - IT: Lack of tools
Metrics Gap Areas - Knowledge: Amount of data
Metrics Gap Areas - Knowledge: Costs of stewardship
Metrics Gap Areas - Knowledge: Other: Benefits of Stewardship
Metrics Gap Areas - Knowledge: Other: Data Value and Impact
Metrics Gap Areas - Knowledge: Provenance and authenticity
Metrics Gap Areas - LP: Incentives that support stewardship, access, and use
Metrics Gap Areas - LP: Institutional structures and pressures
Metrics Gap Areas - LP: Lack of consistency and alignment
Metrics Gap Areas - Resp: Conduct stewardship activities
Metrics Gap Areas - Resp: Coordinate stewardship activities
Metrics Gap Areas - Resp: Other: Create Data
Metrics Gap Areas - Resp: Other: Evaluate Quality
Metrics Gap Areas - Resp: Other: Make stewardship decisions
Metrics Gap Areas - Resp: Other: Policy and Regulation
Metrics Gap Areas - Resp: Other: Reuse Data
Metrics Gap Areas - Resp: Other: Share or Provide Access
Metrics Gap Areas - Resp: Support stewardship activities
Metrics Gap Areas - Reuse: Reuse
Metrics Gap Areas - SA: Sharing and Access
Metrics Gap Areas - SP: Business and economic models
Metrics Gap Areas - SP: Design and staffing of organizations
Revisions - Add to Reuse:Reuse
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1
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National Research Council
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Capturing Change in Science, Technology, and Innovation: Improving Indicators to Inform Policy
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CARDIO: Collaborative Assessment of Research Data Infastructure and Objectives
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Science Staff
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