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Published in: BMC Public Health 1/2019

Open Access 01-12-2019 | Research article

SIPsmartER delivered through rural, local health districts: adoption and implementation outcomes

Authors: Kathleen J. Porter, Donna Jean Brock, Paul A. Estabrooks, Katelynn M. Perzynski, Erin R. Hecht, Pamela Ray, Natalie Kruzliakova, Eleanor S. Cantrell, Jamie M. Zoellner

Published in: BMC Public Health | Issue 1/2019

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Abstract

Background

SIPsmartER is a 6-month evidenced-based, multi-component behavioral intervention that targets sugar-sweetened beverages among adults. It consists of three in-person group classes, one teach-back call, and 11 automated phone calls. Given SIPsmartER’s previously demonstrated effectiveness, understanding its adoption, implementation, and potential for integration within a system that reaches health disparate communities is important to enhance its public health impact. During this pilot dissemination and implementation trial, SIPsmartER was delivered by trained staff from local health districts (delivery agents) in rural, Appalachian Virginia. SIPsmartER’s execution was supported by consultee-centered implementation strategies.

Methods

In this mixed-methods process evaluation, adoption and implementation indicators of the program and its implementation strategy (e.g., fidelity, feasibility, appropriateness, acceptability) were measured using tracking logs, delivery agent surveys and interviews, and fidelity checklists. Quantitative data were analyzed with descriptive statistics. Qualitative data were inductively coded.

Results

Delivery agents implemented SIPsmartER to the expected number of cohorts (n = 12), recruited 89% of cohorts, and taught 86% of expected small group classes with > 90% fidelity. The planned implementation strategies were also executed with high fidelity. Delivery agents completing the two-day training, pre-lesson meetings, fidelity checklists, and post-lesson meetings at rates of 86, 75, 100, and 100%, respectively. Additionally, delivery agents completed 5% (n = 3 of 66) and 10% (n = 6 of 59) of teach-back and missed class calls, respectively. On survey items using 6-point scales, delivery agents reported, on average, higher feasibility, appropriateness, and acceptability related to delivering the group classes (range 4.3 to 5.6) than executing missed class and teach-back calls (range 2.6 to 4.6). They also, on average, found the implementation strategy activities to be helpful (range 4.9 to 6.0). Delivery agents identified strengths and weakness related to recruitment, lesson delivery, call completion, and the implementation strategy.

Conclusions

In-person classes and the consultee-centered implementation strategies were viewed as acceptable, appropriate, and feasible and were executed with high fidelity. However, implementation outcomes for teach-back and missed class calls and recruitment were not as strong. Findings will inform the future full-scale dissemination and implementation of SIPsmartER, as well as other evidence-based interventions, into rural health districts as a means to improve population health.
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Literature
1.
go back to reference Glasgow RE, Vogt TM, Boles SM. Evaluating the public health impact of health promotion interventions: the RE-AIM framework. Am J Public Health. 1999;89(9):1322–7.CrossRef Glasgow RE, Vogt TM, Boles SM. Evaluating the public health impact of health promotion interventions: the RE-AIM framework. Am J Public Health. 1999;89(9):1322–7.CrossRef
2.
go back to reference Proctor E, Silmere H, Raghavan R, Hovmand P, Aarons G, Bunger A, et al. Outcomes for implementation research: conceptual distinctions, measurement challenges, and research agenda. Admin Pol Ment Health. 2011;38(2):65–76.CrossRef Proctor E, Silmere H, Raghavan R, Hovmand P, Aarons G, Bunger A, et al. Outcomes for implementation research: conceptual distinctions, measurement challenges, and research agenda. Admin Pol Ment Health. 2011;38(2):65–76.CrossRef
3.
go back to reference Zoellner J, Chen Y, Davy B, You W, Hedrick V, Corsi T, et al. Talking health, a pragmatic randomized-controlled health literacy trial targeting sugar-sweetened beverage consumption among adults: rationale, design & methods. Contemp Clin Trials. 2014;37(1):43–57.CrossRef Zoellner J, Chen Y, Davy B, You W, Hedrick V, Corsi T, et al. Talking health, a pragmatic randomized-controlled health literacy trial targeting sugar-sweetened beverage consumption among adults: rationale, design & methods. Contemp Clin Trials. 2014;37(1):43–57.CrossRef
4.
go back to reference Zoellner J, Hedrick V, You W, Chen Y, Davy BM, Porter KJ, et al. Effects of a behavioral and health literacy intervention to reduce sugar-sweetened beverages: a randomized-controlled trial. Int J Behav Nutr Phys Act. 2016;13(1):38.CrossRef Zoellner J, Hedrick V, You W, Chen Y, Davy BM, Porter KJ, et al. Effects of a behavioral and health literacy intervention to reduce sugar-sweetened beverages: a randomized-controlled trial. Int J Behav Nutr Phys Act. 2016;13(1):38.CrossRef
5.
go back to reference Ajzen I. The theory of planned behavior. Organ Behav Human Decis Process. 1991;50:179–211.CrossRef Ajzen I. The theory of planned behavior. Organ Behav Human Decis Process. 1991;50:179–211.CrossRef
6.
go back to reference National Research Council. Health literacy: A prescription to end confusion. Washington, D.C.: The National Academies Press; 2004. National Research Council. Health literacy: A prescription to end confusion. Washington, D.C.: The National Academies Press; 2004.
7.
go back to reference Vargas-Garcia EJ, Evans CEL, Prestwich A, Sykes-Muskett BJ, Hooson J, Cade JE. Interventions to reduce consumption of sugar-sweetened beverages or increase water intake: evidence from a systematic review and meta-analysis. Obes Rev. 2017;18(11):1350–63.CrossRef Vargas-Garcia EJ, Evans CEL, Prestwich A, Sykes-Muskett BJ, Hooson J, Cade JE. Interventions to reduce consumption of sugar-sweetened beverages or increase water intake: evidence from a systematic review and meta-analysis. Obes Rev. 2017;18(11):1350–63.CrossRef
8.
go back to reference Ostbye T, Krause KM, Stroo M, Lovelady CA, Evenson KR, Peterson BL, et al. Parent-focused change to prevent obesity in preschoolers: results from the KAN-DO study. Prev Med. 2012;55(3):188–95.CrossRef Ostbye T, Krause KM, Stroo M, Lovelady CA, Evenson KR, Peterson BL, et al. Parent-focused change to prevent obesity in preschoolers: results from the KAN-DO study. Prev Med. 2012;55(3):188–95.CrossRef
9.
go back to reference Ostbye T, Zucker NL, Krause KM, Lovelady CA, Evenson KR, Peterson BL, et al. Kids and adults now! Defeat obesity (KAN-DO): rationale, design and baseline characteristics. Contemp ClinTrials. 2011;32(3):461–9. Ostbye T, Zucker NL, Krause KM, Lovelady CA, Evenson KR, Peterson BL, et al. Kids and adults now! Defeat obesity (KAN-DO): rationale, design and baseline characteristics. Contemp ClinTrials. 2011;32(3):461–9.
11.
go back to reference Lauby-Secretan B, Scoccianti C, Loomis D, Grosse Y, Bianchini F, Straif K, et al. Body fatness and Cancer--viewpoint of the IARC working group. N Engl J Med. 2016;375(8):794–8.CrossRef Lauby-Secretan B, Scoccianti C, Loomis D, Grosse Y, Bianchini F, Straif K, et al. Body fatness and Cancer--viewpoint of the IARC working group. N Engl J Med. 2016;375(8):794–8.CrossRef
12.
go back to reference Malik VS, Pan A, Willett WC, Hu FB. Sugar-sweetened beverages and weight gain in children and adults: a systematic review and meta-analysis. Am J Clin Nutr. 2013;98(4):1084–102.CrossRef Malik VS, Pan A, Willett WC, Hu FB. Sugar-sweetened beverages and weight gain in children and adults: a systematic review and meta-analysis. Am J Clin Nutr. 2013;98(4):1084–102.CrossRef
13.
go back to reference Cheungpasitporn W, Thongprayoon C, Edmonds PJ, Srivali N, Ungprasert P, Kittanamongkolchai W, et al. Sugar and artificially sweetened soda consumption linked to hypertension: a systematic review and meta-analysis. Clin Exp Hypertens. 2015;37(7):587–93.CrossRef Cheungpasitporn W, Thongprayoon C, Edmonds PJ, Srivali N, Ungprasert P, Kittanamongkolchai W, et al. Sugar and artificially sweetened soda consumption linked to hypertension: a systematic review and meta-analysis. Clin Exp Hypertens. 2015;37(7):587–93.CrossRef
14.
go back to reference Malik VS, Popkin BM, Bray GA, Despres JP, Hu FB. Sugar-sweetened beverages, obesity, type 2 diabetes mellitus, and cardiovascular disease risk. Circulation. 2010;121(11):1356–64.CrossRef Malik VS, Popkin BM, Bray GA, Despres JP, Hu FB. Sugar-sweetened beverages, obesity, type 2 diabetes mellitus, and cardiovascular disease risk. Circulation. 2010;121(11):1356–64.CrossRef
15.
go back to reference Bernabe E, Vehkalahti MM, Sheiham A, Aromaa A, Suominen AL. Sugar-sweetened beverages and dental caries in adults: a 4-year prospective study. J Dent. 2014;42(8):952–8.CrossRef Bernabe E, Vehkalahti MM, Sheiham A, Aromaa A, Suominen AL. Sugar-sweetened beverages and dental caries in adults: a 4-year prospective study. J Dent. 2014;42(8):952–8.CrossRef
16.
go back to reference Popkin BM, Armstrong LE, Bray GM, Caballero B, Frei B, Willett WC. A new proposed guidance system for beverage consumption in the United States. Am J Clin Nutr. 2006;83(3):529–42.CrossRef Popkin BM, Armstrong LE, Bray GM, Caballero B, Frei B, Willett WC. A new proposed guidance system for beverage consumption in the United States. Am J Clin Nutr. 2006;83(3):529–42.CrossRef
17.
go back to reference Kit BK, Fakhouri TH, Park S, Nielsen SJ, Ogden CL. Trends in sugar-sweetened beverage consumption among youth and adults in the United States: 1999-2010. Am J Clin Nutr. 2013;98(1):180–8.CrossRef Kit BK, Fakhouri TH, Park S, Nielsen SJ, Ogden CL. Trends in sugar-sweetened beverage consumption among youth and adults in the United States: 1999-2010. Am J Clin Nutr. 2013;98(1):180–8.CrossRef
18.
go back to reference Rosinger A, Herrick K, Gahche J, Park S. Sugar-sweetened Beverage Consumption Among U.S. Adults, 2011-2014. NCHS Data Brief. 2017;(270):1–8. Rosinger A, Herrick K, Gahche J, Park S. Sugar-sweetened Beverage Consumption Among U.S. Adults, 2011-2014. NCHS Data Brief. 2017;(270):1–8.
19.
go back to reference Zoellner J, You W, Connell C, Smith-Ray RL, Allen K, Tucker KL, et al. Health literacy is associated with healthy eating index scores and sugar-sweetened beverage intake: findings from the rural lower Mississippi Delta. J Am Diet Assoc. 2011;111(7):1012–20.CrossRef Zoellner J, You W, Connell C, Smith-Ray RL, Allen K, Tucker KL, et al. Health literacy is associated with healthy eating index scores and sugar-sweetened beverage intake: findings from the rural lower Mississippi Delta. J Am Diet Assoc. 2011;111(7):1012–20.CrossRef
20.
go back to reference Curran GM, Bauer M, Mittman B, Pyne JM, Stetler C. Effectiveness-implementation hybrid designs: combining elements of clinical effectiveness and implementation research to enhance public health impact. Med Care. 2012;50(3):217–26.CrossRef Curran GM, Bauer M, Mittman B, Pyne JM, Stetler C. Effectiveness-implementation hybrid designs: combining elements of clinical effectiveness and implementation research to enhance public health impact. Med Care. 2012;50(3):217–26.CrossRef
21.
go back to reference Wandersman A, Chien VH, Katz J. Toward an evidence-based system for innovation support for implementing innovations with quality: tools, training, technical assistance, and quality assurance/quality improvement. Am J Community Psychol. 2012;50(3–4):445–59.CrossRef Wandersman A, Chien VH, Katz J. Toward an evidence-based system for innovation support for implementing innovations with quality: tools, training, technical assistance, and quality assurance/quality improvement. Am J Community Psychol. 2012;50(3–4):445–59.CrossRef
22.
go back to reference Wandersman A, Duffy J, Flaspohler P, Noonan R, Lubell K, Stillman L, et al. Bridging the gap between prevention research and practice: the interactive systems framework for dissemination and implementation. Am J Community Psychol. 2008;41(3–4):171–81.CrossRef Wandersman A, Duffy J, Flaspohler P, Noonan R, Lubell K, Stillman L, et al. Bridging the gap between prevention research and practice: the interactive systems framework for dissemination and implementation. Am J Community Psychol. 2008;41(3–4):171–81.CrossRef
23.
go back to reference Proctor EK, Powell BJ, McMillen JC. Implementation strategies: recommendations for specifying and reporting. Implement Sci. 2013;8:139.CrossRef Proctor EK, Powell BJ, McMillen JC. Implementation strategies: recommendations for specifying and reporting. Implement Sci. 2013;8:139.CrossRef
24.
go back to reference Edmunds JM, Beidas RS, Kendall PC. Dissemination and implementation of evidence-based practices: training and consultation as implementation strategies. Clin Psychol (New York). 2013;20(2):152–65. Edmunds JM, Beidas RS, Kendall PC. Dissemination and implementation of evidence-based practices: training and consultation as implementation strategies. Clin Psychol (New York). 2013;20(2):152–65.
28.
go back to reference Rogers EM. Diffusion of innovations. New York: Free Press; 2003. Rogers EM. Diffusion of innovations. New York: Free Press; 2003.
29.
go back to reference Bailey AN, Porter KJ, Hill JL, Chen Y, Estabrooks PA, Zoellner JM. The impact of health literacy on rural adults' satisfaction with a multi-component intervention to reduce sugar-sweetened beverage intake. Health Educ Res. 2016;31(4):492–508.CrossRef Bailey AN, Porter KJ, Hill JL, Chen Y, Estabrooks PA, Zoellner JM. The impact of health literacy on rural adults' satisfaction with a multi-component intervention to reduce sugar-sweetened beverage intake. Health Educ Res. 2016;31(4):492–508.CrossRef
30.
go back to reference Porter K, Chen Y, Estabrooks P, Noel L, Bailey A, Zoellner J. Using teach-Back to understand participant behavioral self-monitoring skills across health literacy level and behavioral condition. J Nutr Educ Behav. 2016;48(1):20–6 e1.CrossRef Porter K, Chen Y, Estabrooks P, Noel L, Bailey A, Zoellner J. Using teach-Back to understand participant behavioral self-monitoring skills across health literacy level and behavioral condition. J Nutr Educ Behav. 2016;48(1):20–6 e1.CrossRef
31.
go back to reference Porter KJ, Alexander R, Perzynski KM, Kruzliakova N, Zoellner JM. Using the clear communication index to improve materials for a behavioral intervention. Health Commun. 2019;34(7):782–788.CrossRef Porter KJ, Alexander R, Perzynski KM, Kruzliakova N, Zoellner JM. Using the clear communication index to improve materials for a behavioral intervention. Health Commun. 2019;34(7):782–788.CrossRef
32.
go back to reference Estabrooks P, You W, Hedrick V, Reinholt M, Dohm E, Zoellner J. A pragmatic examination of active and passive recruitment methods to improve the reach of community lifestyle programs: the talking health trial. Int J Behav Nutr Phys Act. 2017;14:7.CrossRef Estabrooks P, You W, Hedrick V, Reinholt M, Dohm E, Zoellner J. A pragmatic examination of active and passive recruitment methods to improve the reach of community lifestyle programs: the talking health trial. Int J Behav Nutr Phys Act. 2017;14:7.CrossRef
33.
go back to reference Nadeem E, Gleacher A, Beidas RS. Consultation as an implementation strategy for evidence-based practices across multiple contexts: unpacking the black box. Admin Pol Ment Health. 2013;40(6):439–50.CrossRef Nadeem E, Gleacher A, Beidas RS. Consultation as an implementation strategy for evidence-based practices across multiple contexts: unpacking the black box. Admin Pol Ment Health. 2013;40(6):439–50.CrossRef
34.
go back to reference Palinkas LA, Horwitz SM, Chamberlain P, Hurlburt MS, Landsverk J. Mixed-methods designs in mental health services research: a review. Psychiatr Serv. 2011;62(3):255–63.CrossRef Palinkas LA, Horwitz SM, Chamberlain P, Hurlburt MS, Landsverk J. Mixed-methods designs in mental health services research: a review. Psychiatr Serv. 2011;62(3):255–63.CrossRef
35.
go back to reference de Jonge T, Veenhoven R, Arends L. Homogenizing responses to different survey questions on the same topic: proposal of a scale homogenization method using a reference distribution. Soc Indic Res. 2014;117:275–300.CrossRef de Jonge T, Veenhoven R, Arends L. Homogenizing responses to different survey questions on the same topic: proposal of a scale homogenization method using a reference distribution. Soc Indic Res. 2014;117:275–300.CrossRef
36.
go back to reference Creswell JW. Qualitative inquiry and research design: choosing among five approaches. 2nd ed. Thousand Oaks: Sage; 2007. Creswell JW. Qualitative inquiry and research design: choosing among five approaches. 2nd ed. Thousand Oaks: Sage; 2007.
37.
go back to reference Saldana J. The coding manual for Qualititative researchers. 2nd ed. Thousand Oaks: Sage; 2013. Saldana J. The coding manual for Qualititative researchers. 2nd ed. Thousand Oaks: Sage; 2013.
38.
go back to reference Stirman SW, Miller CJ, Toder K, Calloway A. Development of a framework and coding system for modifications and adaptations of evidence-based interventions. Implement Sci. 2013;8:65.CrossRef Stirman SW, Miller CJ, Toder K, Calloway A. Development of a framework and coding system for modifications and adaptations of evidence-based interventions. Implement Sci. 2013;8:65.CrossRef
39.
go back to reference Hosler AS, Zeinomar N, Asare K. Diabetes-related services and programs in small local public health departments, 2009-2010. Prev Chronic Dis. 2012;9:E07.PubMed Hosler AS, Zeinomar N, Asare K. Diabetes-related services and programs in small local public health departments, 2009-2010. Prev Chronic Dis. 2012;9:E07.PubMed
40.
go back to reference Stamatakis KA, Leatherdale ST, Marx CM, Yan Y, Colditz GA, Brownson RC. Where is obesity prevention on the map?: distribution and predictors of local health department prevention activities in relation to county-level obesity prevalence in the United States. J Public Health Manag Pract. 2012;18(5):402–11.CrossRef Stamatakis KA, Leatherdale ST, Marx CM, Yan Y, Colditz GA, Brownson RC. Where is obesity prevention on the map?: distribution and predictors of local health department prevention activities in relation to county-level obesity prevalence in the United States. J Public Health Manag Pract. 2012;18(5):402–11.CrossRef
41.
go back to reference Chen ZA, Roy K, Gotway Crawford CA. Obesity prevention: the impact of local health departments. Health Serv Res. 2013;48(2 Pt 1):603–27.CrossRef Chen ZA, Roy K, Gotway Crawford CA. Obesity prevention: the impact of local health departments. Health Serv Res. 2013;48(2 Pt 1):603–27.CrossRef
42.
go back to reference Parks RG, Tabak RG, Allen P, Baker EA, Stamatakis KA, Poehler AR, et al. Enhancing evidence-based diabetes and chronic disease control among local health departments: a multi-phase dissemination study with a stepped-wedge cluster randomized trial component. Implement Sci. 2017;12(1):122.CrossRef Parks RG, Tabak RG, Allen P, Baker EA, Stamatakis KA, Poehler AR, et al. Enhancing evidence-based diabetes and chronic disease control among local health departments: a multi-phase dissemination study with a stepped-wedge cluster randomized trial component. Implement Sci. 2017;12(1):122.CrossRef
43.
go back to reference Porter KJ, Perzynski KM, Hecht ER, Kruzliakova N, Zoellner JM. Did the approach used to recruit rural adults into a behavioral intervention impact recruitment, enrollment, and engagement? Poster presented at. New Orleans: 39th Annual Meeting & Scientific Sessions of the Society of Behavioral Medicine; 2018. Porter KJ, Perzynski KM, Hecht ER, Kruzliakova N, Zoellner JM. Did the approach used to recruit rural adults into a behavioral intervention impact recruitment, enrollment, and engagement? Poster presented at. New Orleans: 39th Annual Meeting & Scientific Sessions of the Society of Behavioral Medicine; 2018.
44.
go back to reference Estabrooks PA, Boyle M, Emmons KM, Glasgow RE, Hesse BW, Kaplan RM, et al. Harmonized patient-reported data elements in the electronic health record: supporting meaningful use by primary care action on health behaviors and key psychosocial factors. J Am Med Inform Assoc. 2012;19(4):575–82.CrossRef Estabrooks PA, Boyle M, Emmons KM, Glasgow RE, Hesse BW, Kaplan RM, et al. Harmonized patient-reported data elements in the electronic health record: supporting meaningful use by primary care action on health behaviors and key psychosocial factors. J Am Med Inform Assoc. 2012;19(4):575–82.CrossRef
45.
go back to reference Powell BJ, Waltz TJ, Chinman MJ, Damschroder LJ, Smith JL, Matthieu MM, et al. A refined compilation of implementation strategies: results from the expert recommendations for implementing change (ERIC) project. Implement Sci. 2015;10:21.CrossRef Powell BJ, Waltz TJ, Chinman MJ, Damschroder LJ, Smith JL, Matthieu MM, et al. A refined compilation of implementation strategies: results from the expert recommendations for implementing change (ERIC) project. Implement Sci. 2015;10:21.CrossRef
46.
go back to reference Allen P, Sequeira S, Best L, Jones E, Baker EA, Brownson RC. Perceived benefits and challenges of coordinated approaches to chronic disease prevention in state health departments. Prev Chronic Dis. 2014;11:E76.CrossRef Allen P, Sequeira S, Best L, Jones E, Baker EA, Brownson RC. Perceived benefits and challenges of coordinated approaches to chronic disease prevention in state health departments. Prev Chronic Dis. 2014;11:E76.CrossRef
47.
go back to reference Brownson RC, Ballew P, Kittur ND, Elliott MB, Haire-Joshu D, Krebill H, et al. Developing competencies for training practitioners in evidence-based cancer control. J Cancer Educ. 2009;24(3):186–93.CrossRef Brownson RC, Ballew P, Kittur ND, Elliott MB, Haire-Joshu D, Krebill H, et al. Developing competencies for training practitioners in evidence-based cancer control. J Cancer Educ. 2009;24(3):186–93.CrossRef
48.
go back to reference Allen P, Jacob RR, Lakshman M, Best LA, Bass K, Brownson RC. Lessons learned in promoting evidence-based public health: perspectives from managers in state public health departments. J Community Health. 2018;43(5):856–63.CrossRef Allen P, Jacob RR, Lakshman M, Best LA, Bass K, Brownson RC. Lessons learned in promoting evidence-based public health: perspectives from managers in state public health departments. J Community Health. 2018;43(5):856–63.CrossRef
49.
go back to reference Duggan K, Aisaka K, Tabak RG, Smith C, Erwin P, Brownson RC. Implementing administrative evidence based practices: lessons from the field in six local health departments across the United States. BMC Health Serv Res. 2015;15:221.CrossRef Duggan K, Aisaka K, Tabak RG, Smith C, Erwin P, Brownson RC. Implementing administrative evidence based practices: lessons from the field in six local health departments across the United States. BMC Health Serv Res. 2015;15:221.CrossRef
50.
go back to reference Hu H, Allen P, Yan Y, Reis RS, Jacob RR, Brownson RC. Organizational supports for research evidence use in state public health agencies: a latent class analysis. J Public Health Manag Pract. 2018. [Epub ahead of print] Hu H, Allen P, Yan Y, Reis RS, Jacob RR, Brownson RC. Organizational supports for research evidence use in state public health agencies: a latent class analysis. J Public Health Manag Pract. 2018. [Epub ahead of print]
51.
go back to reference Damschroder LJ, Aron DC, Keith RE, Kirsh SR, Alexander JA, Lowery JC. Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science. Implement Sci. 2009;4:50.CrossRef Damschroder LJ, Aron DC, Keith RE, Kirsh SR, Alexander JA, Lowery JC. Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science. Implement Sci. 2009;4:50.CrossRef
Metadata
Title
SIPsmartER delivered through rural, local health districts: adoption and implementation outcomes
Authors
Kathleen J. Porter
Donna Jean Brock
Paul A. Estabrooks
Katelynn M. Perzynski
Erin R. Hecht
Pamela Ray
Natalie Kruzliakova
Eleanor S. Cantrell
Jamie M. Zoellner
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2019
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-019-7567-6

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