Measures for Predictors of Innovation Adoption
Open accessAbstract
Building on a narrative synthesis of adoption theories by Wisdom et al. (2013), this review identifies 118 measures associated with the 27 adoption predictors in the synthesis. The distribution of measures is uneven across the predictors and predictors vary in modifiability. Multiple dimensions and definitions of predictors further complicate measurement efforts. For state policymakers and researchers, more effective and integrated measurement can advance the adoption of complex innovations such as evidence-based practices.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Systematic reviews of implementation context measures have all found significant gaps and signal the continued need for measure validation and development.
“Systematic reviews of implementation context measures have been conducted, all of which have found significant gaps and signal the continued need for measure validation and development [89–95].”
From The updated consolidated framework for implementation research based on user feedback (2022) · cites this paper as [90]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Perceived usefulness, perceived ease of use, and user acceptance of information technology
Davis, F. D. (1989) · MIS Quarterly · doi:10.2307/249008 · Cited by 68,483 · see citing works
Absorptive Capacity: A New Perspective on Learning and Innovation
Cohen, W. M., & Levinthal, D. A. (1990) · Administrative Science Quarterly · doi:10.2307/2393553 · Cited by 35,728 · see citing works
A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies
Venkatesh, V., & Davis, F. D. (2000) · Management Science · doi:10.1287/mnsc.46.2.186.11926 · Cited by 23,066 · see citing works
Damschroder, L. J., Aron, D. C., Keith, R. E., Kirsh, S. R., Alexander, J. A., & Lowery, J. C. (2009) · Implementation Science · doi:10.1186/1748-5908-4-50 · Cited by 14,496 · see citing works
Absorptive Capacity: A Review, Reconceptualization, and Extension
Zahra, S. A., & George, G. (2002) · The Academy of Management Review · doi:10.5465/amr.2002.6587995 · Cited by 10,758 · see citing works
Proctor, E., Silmere, H., Raghavan, R., Hovmand, P., Aarons, G., Bunger, A., Griffey, R., & Hensley, M. (2011) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-010-0319-7 · Cited by 8,721 · see citing works
O'Reilly, C. A., Chatman, J., & Caldwell, D. F. (1991) · Academy of Management Journal · doi:10.2307/256404 · Cited by 4,519 · see citing works
Personal Computing: Toward a Conceptual Model of Utilization1
Thompson, R. L., Higgins, C. A., & Howell, J. M. (1991) · MIS Quarterly · doi:10.2307/249443 · Cited by 3,814 · see citing works
(2005) · Cited by 3,748 · see citing works
Advancing a Conceptual Model of Evidence-Based Practice Implementation in Public Service Sectors
Aarons, G. A., Hurlburt, M., & Horwitz, S. M. (2011) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-010-0327-7 · Cited by 3,240 · cited 14× · see citing works
“A fourth approach uses administrative data on service reimbursement rates to compare the cost-efficacy ratios across EBPs to aid adoption decision-making (McHugh et al. 2007).”
BackgroundResultInfluentialSelf-citationRealist review - a new method of systematic review designed for complex policy interventions
Pawson, R., Greenhalgh, T., Harvey, G., & Walshe, K. (2005) · Journal of Health Services Research & Policy · doi:10.1258/1355819054308530 · Cited by 3,190 · see citing works
Models and Methods in Social Network Analysis
Wasserman, S. S., Scott, J. P., Carrington, P. J., Marsden, P. V., Frank, O., Everett, M. G., Borgatti, S. P., Doreian, P., Batagelj, V., Ferligoj, A., et al. (2005) · Cambridge University Press eBooks · doi:10.1017/cbo9780511811395 · Cited by 2,452 · see citing works
Lambert, N. M., Ketzenberger, K. E., & Kemp, C. A. (2014) · Encyclopedia of Special Education · doi:10.1002/9781118660584.ese0122 · Cited by 2,247 · see citing works
Dissemination and Implementation Research in HealthTranslating Science to Practice
Brownson, R. C., Colditz, G. A., & Proctor, E. K. (2012) · doi:10.1093/acprof:oso/9780199751877.001.0001 · Cited by 1,355 · see citing works
Readiness for Organizational Change
Holt, D. T., Armenakis, A. A., Feild, H. S., & Harris, S. G. (2007) · The Journal of Applied Behavioral Science · doi:10.1177/0021886306295295 · Cited by 1,254 · see citing works
Social network thresholds in the diffusion of innovations
Valente, T. W. (1996) · Social Networks · doi:10.1016/0378-8733(95)00256-1 · Cited by 1,055 · see citing works
Managerial coping with organizational change: A dispositional perspective.
Judge, T. A., Thoresen, C. J., Pucik, V., & Welbourne, T. M. (1999) · Journal of Applied Psychology · doi:10.1037/0021-9010.84.1.107 · Cited by 1,026 · see citing works
Feldstein, A. C., & Glasgow, R. E. (2008) · The Joint Commission Journal on Quality and Patient Safety · doi:10.1016/s1553-7250(08)34030-6 · Cited by 987 · see citing works
Damanpour, F., & Schneider, M. (2008) · Journal of Public Administration Research and Theory · doi:10.1093/jopart/mun021 · Cited by 956 · see citing works
Managerial Influence in the Implementation of New Technology
Leonard-Barton, D., & Deschamps, I. (1988) · Management Science · doi:10.1287/mnsc.34.10.1252 · Cited by 812 · see citing works
Chaudoir, S. R., Dugan, A. G., & Barr, C. H. (2013) · Implementation Science · doi:10.1186/1748-5908-8-22 · Cited by 800 · see citing works
ORGANIZATIONAL ASSIMILATION OF INNOVATIONS: A MULTILEVEL CONTEXTUAL ANALYSIS.
Meyer, A. D., & Goes, J. B. (1988) · Academy of Management Journal · doi:10.2307/256344 · Cited by 793 · see citing works
Effectiveness, Transportability, and Dissemination of Interventions: What Matters When?
Schoenwald, S. K., & Hoagwood, K. (2001) · Psychiatric Services · doi:10.1176/appi.ps.52.9.1190 · Cited by 763 · see citing works
Self-citationTechnology Diffusion: An Empirical Test of Competitive Effects
Gatignon, H., & Robertson, T. S. (1989) · Journal of Marketing · doi:10.1177/002224298905300104 · Cited by 685 · see citing works
The Transformational and Transactional Leadership of Men and Women
Bass, B. M., Avolio, B. J., & ATWATER, L. E. (1996) · Applied Psychology · doi:10.1111/j.1464-0597.1996.tb00847.x · Cited by 612 · see citing works
Glisson, C., Landsverk, J., Schoenwald, S., Kelleher, K., Hoagwood, K. E., Mayberg, S., Green, P., & The Research Network on Youth Mental Health (2008) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-007-0148-5 · Cited by 608 · see citing works
Self-citationBurns, L. R., & Wholey, D. R. (1993) · Academy of Management Journal · doi:10.2307/256514 · Cited by 598 · see citing works
Aarons, G. A. (2006) · Psychiatric Services · doi:10.1176/appi.ps.57.8.1162 · Cited by 525 · see citing works
Aarons, G. A., & Sawitzky, A. C. (2006) · Psychological Services · doi:10.1037/1541-1559.3.1.61 · Cited by 482 · see citing works
Innovation Adoption: A Review of Theories and Constructs
Wisdom, J. P., Chor, K. H. B., Hoagwood, K. E., & Horwitz, S. M. (2014) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-013-0486-4 · Cited by 451 · see citing works
Self-citationMoos, R. H. (1994) · Consulting Psychologists Press eBooks · Cited by 425 · see citing works
User acceptance of microcomputer technology: An empirical test
Igbaria, M. (1993) · Omega · doi:10.1016/0305-0483(93)90040-r · Cited by 419 · see citing works
Blase, K. A., Van Dyke, M., Fixsen, D. L., & Bailey, F. W. (2012) · Handbook of Implementation Science for Psychology in Education · doi:10.1017/cbo9781139013949.004 · Cited by 395 · see citing works
The Role of Perceived Team Effectiveness in Improving Chronic Illness Care
Shortell, S. M., Marsteller, J. A., Lin, M., Pearson, M. L., Wu, S.-Y., Mendel, P., Cretin, S., & Rosen, M. (2004) · Medical Care · doi:10.1097/00005650-200411000-00002 · Cited by 395 · see citing works
Glisson, C., & Schoenwald, S. K. (2005) · Mental Health Services Research · doi:10.1007/s11020-005-7456-1 · Cited by 373 · see citing works
Interlocking Interactions, the Diffusion of Innovations in Health Care
Fitzgerald, L., Ferlie, E. B., Wood, M., & Hawkins, C. (2002) · Human Relations · doi:10.1177/001872602128782213 · Cited by 362 · see citing works
Aarons, G. A. (2006) · Psychiatric Services · doi:10.1176/ps.2006.57.8.1162 · Cited by 341 · see citing works
Kraut, R. E., Rice, R. E., Cool, C., & Fish, R. (1998) · Organization Science · doi:10.1287/orsc.9.4.437 · Cited by 338 · see citing works
Technology Diffusion: An Empirical Test of Competitive Effects
Gatignon, H., & Robertson, T. S. (1989) · Journal of Marketing · doi:10.2307/1251523 · Cited by 325 · see citing works
Administration and Policy in Mental Health and Mental Health Services Research
(2013) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/10488.1573-3289 · Cited by 324 · see citing works
Network Models and Methods for Studying the Diffusion of Innovations
Valente, T. W. (2005) · Cambridge University Press eBooks · doi:10.1017/cbo9780511811395.006 · Cited by 309 · see citing works
Aarons, G. A., Wells, R. S., Zagursky, K., Fettes, D. L., & Palinkas, L. A. (2009) · American Journal of Public Health · doi:10.2105/ajph.2009.161711 · Cited by 299 · see citing works
Chamberlain, P., Brown, C. H., & Saldana, L. (2011) · Implementation Science · doi:10.1186/1748-5908-6-116 · Cited by 262 · see citing works
Measuring the Diffusion of Innovative Health Promotion Programs
Steckler, A., Goodman, R. M., McLeroy, K. R., Thomas, S., & Koch, G. G. (1992) · American Journal of Health Promotion · doi:10.4278/0890-1171-6.3.214 · Cited by 238 · see citing works
Lind, M. R., & Zmud, R. W. (1991) · Organization Science · doi:10.1287/orsc.2.2.195 · Cited by 211 · see citing works
Comer, J. S., & Barlow, D. H. (2013) · American Psychologist · doi:10.1037/a0033582 · Cited by 177 · see citing works
Saldana, L., Chamberlain, P., Bradford, W. D., Campbell, M., & Landsverk, J. (2014) · Children and Youth Services Review · doi:10.1016/j.childyouth.2013.10.006 · Cited by 175 · see citing works
Transportability of Multisystemic Therapy: Evidence for Multilevel Influences
Schoenwald, S. K., Sheidow, A. J., Letourneau, E. J., & Liao, J. (2003) · Mental Health Services Research · doi:10.1023/a:1026229102151 · Cited by 164 · see citing works
Modeling the use of innovations in private treatment organizations: The role of absorptive capacity
Knudsen, H. K., & Roman, P. M. (2003) · Journal of Substance Abuse Treatment · doi:10.1016/s0740-5472(03)00158-2 · Cited by 162 · see citing works
Ravichandran, T. (2000) · Decision Sciences · doi:10.1111/j.1540-5915.2000.tb00939.x · Cited by 145 · see citing works
Ingersoll, G. L., Kirsch, J. C., Merk, S. E., & Lightfoot, J. (2000) · JONA The Journal of Nursing Administration · doi:10.1097/00005110-200001000-00004 · Cited by 138 · see citing works
The Relationship of Work Environment and Client Contact to Burnout in Mental Health Professionals
Savicki, V., & COOLEY, E. J. (1987) · Journal of Counseling & Development · doi:10.1002/j.1556-6676.1987.tb01276.x · Cited by 132 · see citing works
Costing behavioral interventions: a practical guide to enhance translation
Ritzwoller, D. P., Sukhanova, A., Gaglio, B., & Glasgow, R. E. (2009) · Annals of Behavioral Medicine · doi:10.1007/s12160-009-9088-5 · Cited by 130 · see citing works
Ducharme, L. J., Knudsen, H. K., Roman, P. M., & Johnson, J. A. (2007) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2006.05.021 · Cited by 123 · see citing works
The Decision to Adopt Evidence-Based and Other Innovative Mental Health Practices: Risky Business?
Panzano, P. C., & Roth, D. (2006) · Psychiatric Services · doi:10.1176/appi.ps.57.8.1153 · Cited by 115 · see citing works
The Impact of Social Influence on Individuals' Adoption of Innovation
Talukder, M., & Quazi, A. M. (2011) · Journal of Organizational Computing and Electronic Commerce · doi:10.1080/10919392.2011.564483 · Cited by 108 · see citing works
Yetton, P., Sharma, R., & Southon, G. (1999) · Journal of Information Technology · doi:10.1080/026839699344746 · Cited by 95 · see citing works
Linking the elements of change: Program and client responses to innovation
Simpson, D. D., Joe, G. W., & Rowan‐Szal, G. A. (2007) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2006.12.022 · Cited by 89 · see citing works
Ganju, V. (2003) · Schizophrenia Bulletin · doi:10.1093/oxfordjournals.schbul.a006982 · Cited by 87 · see citing works
Measurement Issues in Dissemination and Implementation Research
Proctor, E. K., & Brownson, R. C. (2012) · Dissemination and Implementation Research in HealthTranslating Science to Practice · doi:10.1093/acprof:oso/9780199751877.003.0013 · Cited by 87 · see citing works
Counselor assessments of training and adoption barriers
Bartholomew, N. G., Joe, G. W., Rowan-Szal, G. A., & Simpson, D. D. (2007) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2007.01.005 · Cited by 86 · see citing works
Miller, R. L. (2001) · American Journal of Community Psychology · doi:10.1023/a:1010426218639 · Cited by 83 · see citing works
Understanding the Antecedents to the Adoption of CRM Technology by Small Retailers
Peltier, J. W., Schibrowsky, J. A., & Zhao, Y. (2009) · International Small Business Journal Researching Entrepreneurship · doi:10.1177/0266242609102276 · Cited by 78 · see citing works
Reexamining the Stages of Concern Questionnaire: A Test of Alternative Models
Cheung, D., Hattie, J., & Ng, D. (2001) · The Journal of Educational Research · doi:10.1080/00220670109598756 · Cited by 73 · see citing works
Cost-Efficacy of Individual and Combined Treatments for Panic Disorder
McHugh, R. K., Otto, M. W., Barlow, D. H., Gorman, J. M., Shear, K. M., & Woods, S. W. (2007) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v68n0710 · Cited by 68 · see citing works
Management practices in substance abuse treatment programs
McConnell, K. J., Hoffman, K. A., Quanbeck, A., & McCarty, D. W. (2009) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2008.11.002 · Cited by 64 · see citing works
The staff workplace and the quality and outcome of substance abuse treatment.
Moos, R. H., & Moos, B. S. (1998) · Journal of Studies on Alcohol · doi:10.15288/jsa.1998.59.43 · Cited by 62 · see citing works
Adoption of Evidence-Based Practices among Substance Abuse Treatment Providers
Haug, N. A., Shopshire, M. S., Tajima, B., Gruber, V. A., & Guydish, J. R. (2008) · Journal of Drug Education · doi:10.2190/de.38.2.f · Cited by 59 · see citing works
Lehman, W. E. K., Simpson, D. D., Knight, D. K., & Flynn, P. M. (2011) · Psychology of Addictive Behaviors · doi:10.1037/a0022682 · Cited by 57 · see citing works
Stamatakis, K. A., Norton, W. E., Stirman, S. W., Melvin, C. L., & Brownson, R. C. (2013) · Implementation Science · doi:10.1186/1748-5908-8-29 · Cited by 54 · see citing works
Dirksen, C. D., Ament, A., & Go, P. M. N. Y. H. (1996) · Health Policy · doi:10.1016/s0168-8510(96)90054-8 · Cited by 49 · see citing works
Edwards, J. R., Knight, D. K., Broome, K. M., & Flynn, P. M. (2010) · Substance Use & Misuse · doi:10.3109/10826081003682834 · Cited by 47 · see citing works
Network structural influences on the adoption of evidence‐based prevention in communities
Fujimoto, K., Valente, T. W., & Pentz, M. A. (2009) · Journal of Community Psychology · doi:10.1002/jcop.20333 · Cited by 41 · see citing works
The State Health Authority Yardstick (SHAY)
Finnerty, M. T., Rapp, C. A., Bond, G. R., Lynde, D., Ganju, V. K., & Goldman, H. H. (2009) · Community Mental Health Journal · doi:10.1007/s10597-009-9181-z · Cited by 41 · see citing works
Knudsen, H. K., & Abraham, A. J. (2012) · Psychiatric Services · doi:10.1176/appi.ps.201100034 · Cited by 30 · see citing works
Gioia, D., & Dziadosz, G. M. (2008) · Community Mental Health Journal · doi:10.1007/s10597-008-9136-9 · Cited by 30 · see citing works
Rauktis, M. E., McCarthy, S., Krackhardt, D. M., & Cahalane, H. (2010) · Children and Youth Services Review · doi:10.1016/j.childyouth.2010.01.010 · Cited by 28 · see citing works
Technology Adoption in Cambodia: Measuring Factors Impacting Adoption Rates
Richardson, J. W. (2009) · Journal of International Development · doi:10.1002/jid.1661 · Cited by 27 · see citing works
Treatment Cost Analysis Tool (TCAT) for estimating costs of outpatient treatment services
Flynn, P. M., Broome, K. M., Beaston-Blaakman, A., Knight, D. K., Horgan, C. M., & Shepard, D. S. (2008) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2008.08.015 · Cited by 18 · see citing works
Employees' Views of Their Work Experience in Private Hospitals
Sieveking, N. A., Bellet, W., & Marston, R. C. (1993) · Health Services Management Research · doi:10.1177/095148489300600207 · Cited by 11 · see citing works
Investigating organisational culture in primary care
Baker, R. S., & Stevenson, K. (2005) · Quality in primary care · Cited by 10 · see citing works
Implementation science: Changing practice in oral health.
Berger, C., Tokac, U., Fish, A. F., & Dane, J. (2020) · PubMed · doi:10.1097/01.npr.0000669132.47036.2c
Flagged first, then by citations
Research works printed but not linked: 2
- Finnerty M Leckman-Westin E Kealey E Wisdom JP Olin S Horwitz S Hoagwood K 2012 Impact of state incentives on mental health agency decisions to participate in a large state CQI initiative Paper presented at the 5th Annual NIH Conference on the Science of Dissemination and Implementation Bethesda, MD
- Seattle Implementation Research Collaborative 2013 Instrument Review Project: A comprehensive review of dissemination a nd implementation science instruments Retrieved January 3, 2014, from http://www.seattleimplementation.org/sirc-projects/sirc-instrument-project/
Cited by
Sorted by citations
The updated consolidated framework for implementation research based on user feedback
Damschroder, L. J., Reardon, C. M., Widerquist, M. A. O., & Lowery, J. (2022) · Implementation Science · doi:10.1186/s13012-022-01245-0 · Cited by 4,452 · see citing works
Lewis, C. C., Fischer, S., Weiner, B. J., Stanick, C., Kim, M., & Martinez, R. G. (2015) · Implementation Science · doi:10.1186/s13012-015-0342-x · Cited by 430 · see citing works
Instrumentation issues in implementation science
Martinez, R. G., Lewis, C. C., & Weiner, B. J. (2014) · Implementation Science · doi:10.1186/s13012-014-0118-8 · Cited by 243 · see citing works
Lewis, C. C., Stanick, C. F., Martinez, R. G., Weiner, B. J., Kim, M., Barwick, M., & Comtois, K. A. (2016) · Implementation Science · doi:10.1186/s13012-014-0193-x · Cited by 155 · see citing works
Rye, M., Torres, E. M., Friborg, O., Skre, I., & Aarons, G. A. (2017) · Implementation Science · doi:10.1186/s13012-017-0573-0 · Cited by 133 · see citing works
Haneem, F., Kama, N., Taskin, N., Pauleen, D., & Abu Bakar, N. A. (2019) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2018.10.007 · Cited by 121 · see citing works
An updated protocol for a systematic review of implementation-related measures
Lewis, C. C., Mettert, K. D., Dorsey, C. N., Martinez, R. G., Weiner, B. J., Nolen, E., Stanick, C., Halko, H., & Powell, B. J. (2018) · Systematic Reviews · doi:10.1186/s13643-018-0728-3 · Cited by 118 · see citing works
Advancing implementation science through measure development and evaluation: a study protocol
Lewis, C. C., Weiner, B. J., Stanick, C., & Fischer, S. M. (2015) · Implementation Science · doi:10.1186/s13012-015-0287-0 · Cited by 115 · see citing works
Clinton-McHarg, T., Yoong, S. L., Tzelepis, F., Regan, T., Fielding, A., Skelton, E., Kingsland, M., Ooi, J. Y., & Wolfenden, L. (2016) · Implementation Science · doi:10.1186/s13012-016-0512-5 · Cited by 116 · see citing works
Measurement resources for dissemination and implementation research in health
Rabin, B. A., Lewis, C. C., Norton, W. E., Neta, G., Chambers, D., Tobin, J. N., Brownson, R. C., & Glasgow, R. E. (2015) · Implementation Science · doi:10.1186/s13012-016-0401-y · Cited by 92 · see citing works
McHugh, S., Dorsey, C. N., Mettert, K., Purtle, J., Bruns, E., & Lewis, C. C. (2020) · Implementation Research and Practice · doi:10.1177/2633489520940022 · Cited by 51 · see citing works
Lewis, C. C., Mettert, K., & Lyon, A. R. (2021) · Implementation Research and Practice · doi:10.1177/2633489521994197 · Cited by 38 · see citing works
Dorsey, C. N., Mettert, K. D., Puspitasari, A. J., Damschroder, L. J., & Lewis, C. C. (2021) · Implementation Research and Practice · doi:10.1177/26334895211002474 · Cited by 15 · see citing works
- Authors
- Chor, K. H. B., Wisdom, J. P., Olin, S.-C. S., Hoagwood, K. E., & Horwitz, S. M.
- Affiliations
- NYU Langone Health (US)
- George Washington University (US)
- Corresponding author
- Chor, Ka Ho Brian
- Venue
- Administration and Policy in Mental Health and Mental Health Services Research
- Published
- 2014-04-17
- Volume
- 42
- Issue
- 5
- Pages
- 545-573
- ISSN
- 0894-587X (ISSN-L)
- 1573-3289
- PMC
- PMC4201641
- OpenAlex
- W2061089897
- Cited by
- 85
- References
- 82
- Citations by year
- 2025: 4 · 2024: 1 · 2023: 6 · 2022: 20 · 2021: 11 · 2020: 8 · 2019: 6 · 2018: 8 · 2017: 8 · 2016: 1 · 2015: 9 · 2014: 3
- FWCI
- 1.19
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Administration and Policy in Mental Health and Mental Health Services Research (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (P30MH090322)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Agricultural Innovations and Practices
- Social Sciences › Decision Sciences › Management Science and Operations Research › Innovation Diffusion and Forecasting
- Keywords
- innovation adoption, adoption theory, evidence-based practice, mental health services, state mental health policy, complex innovation
- MeSH terms
- Diffusion of Innovation, Health Services Research, Humans, Evidence-Based Practice
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review