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Published in: Implementation Science 1/2010

Open Access 01-12-2010 | Research article

Individual and setting level predictors of the implementation of a skin cancer prevention program: a multilevel analysis

Authors: Borsika A Rabin, Eric Nehl, Tom Elliott, Anjali D Deshpande, Ross C Brownson, Karen Glanz

Published in: Implementation Science | Issue 1/2010

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Abstract

Background

To achieve widespread cancer control, a better understanding is needed of the factors that contribute to successful implementation of effective skin cancer prevention interventions. This study assessed the relative contributions of individual- and setting-level characteristics to implementation of a widely disseminated skin cancer prevention program.

Methods

A multilevel analysis was conducted using data from the Pool Cool Diffusion Trial from 2004 and replicated with data from 2005. Implementation of Pool Cool by lifeguards was measured using a composite score (implementation variable, range 0 to 10) that assessed whether the lifeguard performed different components of the intervention. Predictors included lifeguard background characteristics, lifeguard sun protection-related attitudes and behaviors, pool characteristics, and enhanced (i.e., more technical assistance, tailored materials, and incentives are provided) versus basic treatment group.

Results

The mean value of the implementation variable was 4 in both years (2004 and 2005; SD = 2 in 2004 and SD = 3 in 2005) indicating a moderate implementation for most lifeguards. Several individual-level (lifeguard characteristics) and setting-level (pool characteristics and treatment group) factors were found to be significantly associated with implementation of Pool Cool by lifeguards. All three lifeguard-level domains (lifeguard background characteristics, lifeguard sun protection-related attitudes and behaviors) and six pool-level predictors (number of weekly pool visitors, intervention intensity, geographic latitude, pool location, sun safety and/or skin cancer prevention programs, and sun safety programs and policies) were included in the final model. The most important predictors of implementation were the number of weekly pool visitors (inverse association) and enhanced treatment group (positive association). That is, pools with fewer weekly visitors and pools in the enhanced treatment group had significantly higher program implementation in both 2004 and 2005.

Conclusions

More intense, theory-driven dissemination strategies led to higher levels of implementation of this effective skin cancer prevention program. Issues to be considered by practitioners seeking to implement evidence-based programs in community settings, include taking into account both individual-level and setting-level factors, using active implementation approaches, and assessing local needs to adapt intervention materials.
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Literature
1.
go back to reference American Cancer Society: Cancer Facts and Figures 2007. 2007 American Cancer Society: Cancer Facts and Figures 2007. 2007
2.
go back to reference Saraiya M, Glanz K, Briss PA, Nichols P, White C, Das D, Smith SJ, Tannor B, Hutchinson AB, Wilson KM: Interventions to prevent skin cancer by reducing exposure to ultraviolet radiation: a systematic review. Am J Prev Med. 2004, 27 (5): 422-466.PubMed Saraiya M, Glanz K, Briss PA, Nichols P, White C, Das D, Smith SJ, Tannor B, Hutchinson AB, Wilson KM: Interventions to prevent skin cancer by reducing exposure to ultraviolet radiation: a systematic review. Am J Prev Med. 2004, 27 (5): 422-466.PubMed
3.
go back to reference Rabin BA, Glasgow RE, Kerner FJ, Klump MP, Brownson RC: Dissemination and implementation research on community-based cancer prevention: A systematic review. Am J Prev Med. 2010, 38 (4): 443-456. 10.1016/j.amepre.2009.12.035.CrossRefPubMed Rabin BA, Glasgow RE, Kerner FJ, Klump MP, Brownson RC: Dissemination and implementation research on community-based cancer prevention: A systematic review. Am J Prev Med. 2010, 38 (4): 443-456. 10.1016/j.amepre.2009.12.035.CrossRefPubMed
4.
go back to reference Rabin BA, Brownson RC, Haire-Joshu D, Kreuter MW, Weaver NL: A glossary for dissemination and implementation research in health. J Public Health Manag Pract. 2008, 14 (2): 117-123.CrossRefPubMed Rabin BA, Brownson RC, Haire-Joshu D, Kreuter MW, Weaver NL: A glossary for dissemination and implementation research in health. J Public Health Manag Pract. 2008, 14 (2): 117-123.CrossRefPubMed
5.
go back to reference Rabin BA, Brownson RC, Kerner JF, Glasgow RE: Methodologic challenges in disseminating evidence-based interventions to promote physical activity. Am J Prev Med. 2006, 31 (4 Suppl): S24-34. 10.1016/j.amepre.2006.06.009.CrossRefPubMed Rabin BA, Brownson RC, Kerner JF, Glasgow RE: Methodologic challenges in disseminating evidence-based interventions to promote physical activity. Am J Prev Med. 2006, 31 (4 Suppl): S24-34. 10.1016/j.amepre.2006.06.009.CrossRefPubMed
6.
go back to reference Mayer JP, Davidson WS: Dissemination of innovations. Handbook of community psychology. Edited by: Rappaport J, Seidman E. 2000, New York: Plenum Publishers, 421-438.CrossRef Mayer JP, Davidson WS: Dissemination of innovations. Handbook of community psychology. Edited by: Rappaport J, Seidman E. 2000, New York: Plenum Publishers, 421-438.CrossRef
7.
go back to reference Sussman S, Valente TW, Rohrbach LA, Skara S, Pentz MA: Translation in the health professions: converting science into action. Eval Health Prof. 2006, 29 (1): 7-32. 10.1177/0163278705284441.CrossRefPubMed Sussman S, Valente TW, Rohrbach LA, Skara S, Pentz MA: Translation in the health professions: converting science into action. Eval Health Prof. 2006, 29 (1): 7-32. 10.1177/0163278705284441.CrossRefPubMed
8.
go back to reference Carroll C, Patterson M, Wood S, Booth A, Rick J, Balain S: A conceptual framework for implementation fidelity. Implement Sci. 2007, 2: 40-10.1186/1748-5908-2-40.CrossRefPubMedPubMedCentral Carroll C, Patterson M, Wood S, Booth A, Rick J, Balain S: A conceptual framework for implementation fidelity. Implement Sci. 2007, 2: 40-10.1186/1748-5908-2-40.CrossRefPubMedPubMedCentral
9.
go back to reference Rohrbach LA, Grana R, Sussman S, Valente TW: Type II translation: transporting prevention interventions from research to real-world settings. Eval Health Prof. 2006, 29 (3): 302-333. 10.1177/0163278706290408.CrossRefPubMed Rohrbach LA, Grana R, Sussman S, Valente TW: Type II translation: transporting prevention interventions from research to real-world settings. Eval Health Prof. 2006, 29 (3): 302-333. 10.1177/0163278706290408.CrossRefPubMed
10.
go back to reference Dobbins M, Cockerill R, Barnsley J, Ciliska D: Factors of the innovation, organization, environment, and individual that predict the influence five systematic reviews had on public health decisions. Int J Technol Assess Health Care. 2001, 17 (4): 467-478.PubMed Dobbins M, Cockerill R, Barnsley J, Ciliska D: Factors of the innovation, organization, environment, and individual that predict the influence five systematic reviews had on public health decisions. Int J Technol Assess Health Care. 2001, 17 (4): 467-478.PubMed
11.
go back to reference Peterson JC, Rogers EM, Cunningham-Sabo L, Davis SM: A framework for research utilization applied to seven case studies. Am J Prev Med. 2007, 33 (1 Suppl): S21-34. 10.1016/j.amepre.2007.03.009.CrossRefPubMed Peterson JC, Rogers EM, Cunningham-Sabo L, Davis SM: A framework for research utilization applied to seven case studies. Am J Prev Med. 2007, 33 (1 Suppl): S21-34. 10.1016/j.amepre.2007.03.009.CrossRefPubMed
12.
go back to reference Rycroft-Malone J, Kitson A, Harvey G, McCormack B, Seers K, Titchen A, Estabrooks C: Ingredients for change: revisiting a conceptual framework. Qual Saf Health Care. 2002, 11 (2): 174-180. 10.1136/qhc.11.2.174.CrossRefPubMedPubMedCentral Rycroft-Malone J, Kitson A, Harvey G, McCormack B, Seers K, Titchen A, Estabrooks C: Ingredients for change: revisiting a conceptual framework. Qual Saf Health Care. 2002, 11 (2): 174-180. 10.1136/qhc.11.2.174.CrossRefPubMedPubMedCentral
13.
go back to reference Rogers EM: Diffusion of innovations. 2003, New York: Free Press, Fifth Rogers EM: Diffusion of innovations. 2003, New York: Free Press, Fifth
14.
go back to reference Schofield MJ, Edwards K, Pearce R: Effectiveness of two strategies for dissemination of sun-protection policy in New South Wales primary and secondary schools. Aust N Z J Public Health. 1997, 21 (7): 743-750. 10.1111/j.1467-842X.1997.tb01791.x.CrossRefPubMed Schofield MJ, Edwards K, Pearce R: Effectiveness of two strategies for dissemination of sun-protection policy in New South Wales primary and secondary schools. Aust N Z J Public Health. 1997, 21 (7): 743-750. 10.1111/j.1467-842X.1997.tb01791.x.CrossRefPubMed
15.
go back to reference Buller DB, Buller MK, Kane I: Web-based strategies to disseminate a sun safety curriculum to public elementary schools and state-licensed child-care facilities. Health Psychol. 2005, 24 (5): 470-476. 10.1037/0278-6133.24.5.470.CrossRefPubMed Buller DB, Buller MK, Kane I: Web-based strategies to disseminate a sun safety curriculum to public elementary schools and state-licensed child-care facilities. Health Psychol. 2005, 24 (5): 470-476. 10.1037/0278-6133.24.5.470.CrossRefPubMed
16.
go back to reference Lewis E, Mayer JA, Slymen D, Belch G, Engelberg M, Walker K, Kwon H, Elder J: Disseminating a sun safety program to zoological parks: the effects of tailoring. Health Psychol. 2005, 24 (5): 456-462. 10.1037/0278-6133.24.5.456.CrossRefPubMed Lewis E, Mayer JA, Slymen D, Belch G, Engelberg M, Walker K, Kwon H, Elder J: Disseminating a sun safety program to zoological parks: the effects of tailoring. Health Psychol. 2005, 24 (5): 456-462. 10.1037/0278-6133.24.5.456.CrossRefPubMed
17.
go back to reference Hiatt RA, Rimer BK: A new strategy for cancer control research. Cancer Epidemiol Biomarkers Prev. 1999, 8 (11): 957-964.PubMed Hiatt RA, Rimer BK: A new strategy for cancer control research. Cancer Epidemiol Biomarkers Prev. 1999, 8 (11): 957-964.PubMed
18.
go back to reference Glanz K, Geller AC, Shigaki D, Maddock JE, Isnec MR: A randomized trial of skin cancer prevention in aquatics settings: the Pool Cool program. Health Psychol. 2002, 21 (6): 579-587. 10.1037/0278-6133.21.6.579.CrossRefPubMed Glanz K, Geller AC, Shigaki D, Maddock JE, Isnec MR: A randomized trial of skin cancer prevention in aquatics settings: the Pool Cool program. Health Psychol. 2002, 21 (6): 579-587. 10.1037/0278-6133.21.6.579.CrossRefPubMed
19.
go back to reference Geller AC, Glanz K, Shigaki D, Isnec MR, Sun T, Maddock J: Impact of skin cancer prevention on outdoor aquatics staff: the Pool Cool program in Hawaii and Massachusetts. Prev Med. 2001, 33 (3): 155-161. 10.1006/pmed.2001.0870.CrossRefPubMed Geller AC, Glanz K, Shigaki D, Isnec MR, Sun T, Maddock J: Impact of skin cancer prevention on outdoor aquatics staff: the Pool Cool program in Hawaii and Massachusetts. Prev Med. 2001, 33 (3): 155-161. 10.1006/pmed.2001.0870.CrossRefPubMed
20.
go back to reference Glanz K, Steffen A, Elliott T, O'Riordan D: Diffusion of an effective skin cancer prevention program: design, theoretical foundations, and first-year implementation. Health Psychol. 2005, 24 (5): 477-487. 10.1037/0278-6133.24.5.477.CrossRefPubMed Glanz K, Steffen A, Elliott T, O'Riordan D: Diffusion of an effective skin cancer prevention program: design, theoretical foundations, and first-year implementation. Health Psychol. 2005, 24 (5): 477-487. 10.1037/0278-6133.24.5.477.CrossRefPubMed
21.
go back to reference Hall DM, McCarty F, Elliott T, Glanz K: Lifeguards' sun protection habits and sunburns: association with sun-safe environments and skin cancer prevention program participation. Arch Dermatol. 2009, 145 (2): 139-144. 10.1001/archdermatol.2008.553.CrossRefPubMedPubMedCentral Hall DM, McCarty F, Elliott T, Glanz K: Lifeguards' sun protection habits and sunburns: association with sun-safe environments and skin cancer prevention program participation. Arch Dermatol. 2009, 145 (2): 139-144. 10.1001/archdermatol.2008.553.CrossRefPubMedPubMedCentral
22.
go back to reference Escoffery C, Glanz K, Hall D, Elliott T: A multi-method process evaluation for a skin cancer prevention diffusion trial. Eval Health Prof. 2009, 32 (2): 184-203. 10.1177/0163278709333154.CrossRefPubMedPubMedCentral Escoffery C, Glanz K, Hall D, Elliott T: A multi-method process evaluation for a skin cancer prevention diffusion trial. Eval Health Prof. 2009, 32 (2): 184-203. 10.1177/0163278709333154.CrossRefPubMedPubMedCentral
23.
go back to reference Escoffery C, Glanz K, Elliott T: Process evaluation of the Pool Cool Diffusion Trial for skin cancer prevention across 2 years. Health Educ Res. 2008, 23 (4): 732-743. 10.1093/her/cym060.CrossRefPubMed Escoffery C, Glanz K, Elliott T: Process evaluation of the Pool Cool Diffusion Trial for skin cancer prevention across 2 years. Health Educ Res. 2008, 23 (4): 732-743. 10.1093/her/cym060.CrossRefPubMed
24.
go back to reference Glanz K, Schoenfeld E, Weinstock MA, Layi G, Kidd J, Shigaki DM: Development and reliability of a brief skin cancer risk assessment tool. Cancer Detect Prev. 2003, 27 (4): 311-315. 10.1016/S0361-090X(03)00094-1.CrossRefPubMed Glanz K, Schoenfeld E, Weinstock MA, Layi G, Kidd J, Shigaki DM: Development and reliability of a brief skin cancer risk assessment tool. Cancer Detect Prev. 2003, 27 (4): 311-315. 10.1016/S0361-090X(03)00094-1.CrossRefPubMed
25.
go back to reference Glanz K, Yaroch AL, Dancel M, Saraiya M, Crane LA, Buller DB, Manne S, O'Riordan DL, Heckman CJ, Hay J: Measures of sun exposure and sun protection practices for behavioral and epidemiologic research. Arch Dermatol. 2008, 144 (2): 217-222. 10.1001/archdermatol.2007.46.CrossRefPubMed Glanz K, Yaroch AL, Dancel M, Saraiya M, Crane LA, Buller DB, Manne S, O'Riordan DL, Heckman CJ, Hay J: Measures of sun exposure and sun protection practices for behavioral and epidemiologic research. Arch Dermatol. 2008, 144 (2): 217-222. 10.1001/archdermatol.2007.46.CrossRefPubMed
26.
go back to reference Hox J: Multilevel analysis techniques and applications. 2002, Mahwah, New Jersey: Lawrence Erlbaum Associates, Inc Hox J: Multilevel analysis techniques and applications. 2002, Mahwah, New Jersey: Lawrence Erlbaum Associates, Inc
27.
go back to reference Raudenbush S, Byrk A: Hierarchical linear models: applications and data analysis methods. 2002, Thousands Oaks, CA: Sage Publications Raudenbush S, Byrk A: Hierarchical linear models: applications and data analysis methods. 2002, Thousands Oaks, CA: Sage Publications
28.
go back to reference Luke DA: Multilevel modeling. 2004, Thousand Oaks, CA: Sage Publications, IncCrossRef Luke DA: Multilevel modeling. 2004, Thousand Oaks, CA: Sage Publications, IncCrossRef
29.
go back to reference Norman GR, Streiner DL: Biostatistics: The bare essentials. 2000, Hamilton, ON: B.C. Decker, Inc, Second Norman GR, Streiner DL: Biostatistics: The bare essentials. 2000, Hamilton, ON: B.C. Decker, Inc, Second
30.
go back to reference Raudenbush S, Byrk A, Cheong Y, Congdon R, du Toit M: HLM 6: Hierarchical linear modeling and nonlinear modeling. 2004, Lincolnwood, IL: Scientific Software International, Inc Raudenbush S, Byrk A, Cheong Y, Congdon R, du Toit M: HLM 6: Hierarchical linear modeling and nonlinear modeling. 2004, Lincolnwood, IL: Scientific Software International, Inc
31.
go back to reference Dobbins M, Ciliska D, Cockerill R, Barnsley J, DiCenso A: A framework for the dissemination and utilization of research for health-care policy and practice. Online J Knowl Synth Nurs. 2002, 9: 7-PubMed Dobbins M, Ciliska D, Cockerill R, Barnsley J, DiCenso A: A framework for the dissemination and utilization of research for health-care policy and practice. Online J Knowl Synth Nurs. 2002, 9: 7-PubMed
32.
go back to reference Estabrooks CA, Floyd JA, Scott-Findlay S, O'Leary KA, Gushta M: Individual determinants of research utilization: a systematic review. J Adv Nurs. 2003, 43 (5): 506-520. 10.1046/j.1365-2648.2003.02748.x.CrossRefPubMed Estabrooks CA, Floyd JA, Scott-Findlay S, O'Leary KA, Gushta M: Individual determinants of research utilization: a systematic review. J Adv Nurs. 2003, 43 (5): 506-520. 10.1046/j.1365-2648.2003.02748.x.CrossRefPubMed
33.
go back to reference Elliott JS, O'Loughlin J, Robinson K, Eyles J, Cameron R, Harvey D, Raine K, Gelskey D: Conceptualizing dissemination research and activity: The case of the Canadian Heart Health Initiative. Health Education and Behavior. 2003, 30 (3): 267-282. 10.1177/1090198103030003003.CrossRefPubMed Elliott JS, O'Loughlin J, Robinson K, Eyles J, Cameron R, Harvey D, Raine K, Gelskey D: Conceptualizing dissemination research and activity: The case of the Canadian Heart Health Initiative. Health Education and Behavior. 2003, 30 (3): 267-282. 10.1177/1090198103030003003.CrossRefPubMed
34.
go back to reference Brownson RC, Ballew P, Brown KL, Elliott MB, Haire-Joshu D, Heath GW, Kreuter MW: The effect of disseminating evidence-based interventions that promote physical activity to health departments. Am J Public Health. 2007, 97 (10): 1900-1907. 10.2105/AJPH.2006.090399.CrossRefPubMedPubMedCentral Brownson RC, Ballew P, Brown KL, Elliott MB, Haire-Joshu D, Heath GW, Kreuter MW: The effect of disseminating evidence-based interventions that promote physical activity to health departments. Am J Public Health. 2007, 97 (10): 1900-1907. 10.2105/AJPH.2006.090399.CrossRefPubMedPubMedCentral
35.
go back to reference Estabrooks P, Bradshaw M, Fox E, Berg J, Dzewaltowski DA: The relationship between delivery agents' physical activity level and the likelihood of implementing a physical activity program. Am J Health Promot. 2004, 18: 350-353.CrossRefPubMed Estabrooks P, Bradshaw M, Fox E, Berg J, Dzewaltowski DA: The relationship between delivery agents' physical activity level and the likelihood of implementing a physical activity program. Am J Health Promot. 2004, 18: 350-353.CrossRefPubMed
36.
go back to reference Brownson RC, Ballew P, Dieffenderfer B, Haire-Joshu D, Heath GW, Kreuter MW, Myers BA: Evidence-based interventions to promote physical activity What contributes to dissemination by state health departments. Am J Prev Med. 2007, 33 (1 Suppl): S66-73. 10.1016/j.amepre.2007.03.011. quiz S74-68CrossRefPubMed Brownson RC, Ballew P, Dieffenderfer B, Haire-Joshu D, Heath GW, Kreuter MW, Myers BA: Evidence-based interventions to promote physical activity What contributes to dissemination by state health departments. Am J Prev Med. 2007, 33 (1 Suppl): S66-73. 10.1016/j.amepre.2007.03.011. quiz S74-68CrossRefPubMed
38.
go back to reference Lomas J: Diffusion, dissemination, and implementation: who should do what?. Ann N Y Acad Sci. 1993, 703: 226-235. 10.1111/j.1749-6632.1993.tb26351.x. discussion 235-227CrossRefPubMed Lomas J: Diffusion, dissemination, and implementation: who should do what?. Ann N Y Acad Sci. 1993, 703: 226-235. 10.1111/j.1749-6632.1993.tb26351.x. discussion 235-227CrossRefPubMed
39.
go back to reference Ellis P, Robinson P, Ciliska D, Armour T, Brouwers M, O'Brien MA, Sussman J, Raina P: A systematic review of studies evaluating diffusion and dissemination of selected cancer control interventions. Health Psychol. 2005, 24 (5): 488-500. 10.1037/0278-6133.24.5.488.CrossRefPubMed Ellis P, Robinson P, Ciliska D, Armour T, Brouwers M, O'Brien MA, Sussman J, Raina P: A systematic review of studies evaluating diffusion and dissemination of selected cancer control interventions. Health Psychol. 2005, 24 (5): 488-500. 10.1037/0278-6133.24.5.488.CrossRefPubMed
40.
go back to reference Kerner JF, Guirguis-Blake J, Hennessy KD, Brounstein PJ, Vinson C, Schwartz RH, Myers BA, Briss P: Translating research into improved outcomes in comprehensive cancer control. Cancer Causes Control. 2005, 16 (Suppl 1): 27-40. 10.1007/s10552-005-0488-y.CrossRefPubMed Kerner JF, Guirguis-Blake J, Hennessy KD, Brounstein PJ, Vinson C, Schwartz RH, Myers BA, Briss P: Translating research into improved outcomes in comprehensive cancer control. Cancer Causes Control. 2005, 16 (Suppl 1): 27-40. 10.1007/s10552-005-0488-y.CrossRefPubMed
41.
go back to reference Caburnay CA, Kreuter MW, Donlin MJ: Disseminating effective health promotion programs from prevention research to community organizations. J Public Health Manag Pract. 2001, 7 (2): 81-89.CrossRefPubMed Caburnay CA, Kreuter MW, Donlin MJ: Disseminating effective health promotion programs from prevention research to community organizations. J Public Health Manag Pract. 2001, 7 (2): 81-89.CrossRefPubMed
42.
go back to reference Greenhalgh T, Robert G, Macfarlane F, Bate P, Kyriakidou O: Diffusion of innovations in service organizations: systematic review and recommendations. Milbank Q. 2004, 82 (4): 581-629. 10.1111/j.0887-378X.2004.00325.x.CrossRefPubMedPubMedCentral Greenhalgh T, Robert G, Macfarlane F, Bate P, Kyriakidou O: Diffusion of innovations in service organizations: systematic review and recommendations. Milbank Q. 2004, 82 (4): 581-629. 10.1111/j.0887-378X.2004.00325.x.CrossRefPubMedPubMedCentral
43.
go back to reference Kilbourne AM, Neumann MS, Pincus HA, Bauer MS, Stall R: Implementing evidence-based interventions in health care: application of the replicating effective programs framework. Implement Sci. 2007, 2: 42-10.1186/1748-5908-2-42.CrossRefPubMedPubMedCentral Kilbourne AM, Neumann MS, Pincus HA, Bauer MS, Stall R: Implementing evidence-based interventions in health care: application of the replicating effective programs framework. Implement Sci. 2007, 2: 42-10.1186/1748-5908-2-42.CrossRefPubMedPubMedCentral
44.
go back to reference Mueller NB, Burke RC, Luke DA, Harris JK: Getting the word out: multiple methods for disseminating evaluation findings. J Public Health Manag Pract. 2008, 14 (2): 170-176.CrossRefPubMed Mueller NB, Burke RC, Luke DA, Harris JK: Getting the word out: multiple methods for disseminating evaluation findings. J Public Health Manag Pract. 2008, 14 (2): 170-176.CrossRefPubMed
45.
go back to reference Glanz K, Isnec MR, Geller AC, Spangler K: Process evaluation of implementation and dissemination of a sun safety program at swimming pools. Process evaluation in public health interventions. Edited by: Steckler A, Linnan L. 2002, San Francisco: Jossey-Bass, 58-62. Glanz K, Isnec MR, Geller AC, Spangler K: Process evaluation of implementation and dissemination of a sun safety program at swimming pools. Process evaluation in public health interventions. Edited by: Steckler A, Linnan L. 2002, San Francisco: Jossey-Bass, 58-62.
46.
go back to reference Hawe P, Shiell A, Riley T: Complex interventions: how "out of control" can a randomised controlled trial be?. Bmj. 2004, 328 (7455): 1561-1563. 10.1136/bmj.328.7455.1561.CrossRefPubMedPubMedCentral Hawe P, Shiell A, Riley T: Complex interventions: how "out of control" can a randomised controlled trial be?. Bmj. 2004, 328 (7455): 1561-1563. 10.1136/bmj.328.7455.1561.CrossRefPubMedPubMedCentral
Metadata
Title
Individual and setting level predictors of the implementation of a skin cancer prevention program: a multilevel analysis
Authors
Borsika A Rabin
Eric Nehl
Tom Elliott
Anjali D Deshpande
Ross C Brownson
Karen Glanz
Publication date
01-12-2010
Publisher
BioMed Central
Published in
Implementation Science / Issue 1/2010
Electronic ISSN: 1748-5908
DOI
https://doi.org/10.1186/1748-5908-5-40

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