Translational research in South Africa: evaluating implementation quality using a factorial design
Open accessAbstract
BACKGROUND: HealthWise South Africa: Life Skills for Adolescents (HW) is an evidence-based substance use and sexual risk prevention program that emphasizes the positive use of leisure time. Since 2000, this program has evolved from pilot testing through an efficacy trial involving over 7,000 youth in the Cape Town area. Beginning in 2011, through 2015, we are undertaking a new study that expands HW to all schools in the Metro South Education District. OBJECTIVE: This paper describes a research study designed in partnership with our South African collaborators that examines three factors hypothesized to affect the quality and fidelity of HW implementation: enhanced teacher training; teacher support, structure and supervision; and enhanced school environment. METHODS: Teachers and students from 56 schools in the Cape Town area will participate in this study. Teacher observations are the primary means of collecting data on factors affecting implementation quality. These factors address the practical concerns of teachers and schools related to likelihood of use and cost-effectiveness, and are hypothesized to be "active ingredients" related to high-quality program implementation in real-world settings. An innovative factorial experimental design was chosen to enable estimation of the individual effect of each of the three factors. RESULTS: Because this paper describes the conceptualization of our study, results are not yet available. CONCLUSIONS: The results of this study may have both substantive and methodological implications for advancing Type 2 translational research.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 72 cited sources checked · 0 supported · 0 flagged
- Premisecitation
Even the most successful interventions are estimated to reach only 1% of the target population.
“and that even the most successful interventions reach only 1% of the target population (Jenson 2003).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Jenson 2003 source
Not checked in the free run.
- Premisecitation
The literature contains far less work on how evidence-based interventions are adopted and spread at population scale.
“Much less research exists on the process of how EBIs are adopted and disseminated on a wide-scale, population level (Collins et al. 2011).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Collins et al. 2011 source
Not checked in the free run.
- Premisecitation
If effective programs are scaled up before it is known whether and how they can be delivered with fidelity, they may fail in real-world settings.
“However, if efficacious programs under tightly controlled conditions are prematurely disseminated without understanding whether and how they can be implemented with fidelity, these programs may be ineffective in the real world (August et al. 2004).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites August et al. 2004 source
Not checked in the free run.
- Interpretationcitation
Therefore, evidence-based interventions have not yet achieved their potential to affect public health at the population level.
“Thus, the potential for EBIs to have an impact on population-wide public health has not been realized (e.g., Woolf 2008).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Woolf 2008 source
Not checked in the free run.
- Premisenone given
The HW efficacy trial was the first school-based, multi-year experimental study in South Africa to report positive findings on substance use and sexual risk.
“The HW efficacy trial (HWStudy1) was the first school-based, multi-year experimental study conducted in South Africa to report any positive findings on substance use and sexual risk.”
Quote in the paperNot a substantial claim
- Premisecitation
HealthWise South Africa: Life Skills for Adolescents (HW) is an evidence-based program for preventing substance use and sexual risk that emphasizes positive use of leisure time.
“HealthWise South Africa: Life Skills for Adolescents (HW) is an evidence-based substance use and sexual risk prevention program that emphasizes the positive use of leisure time.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Smith et al. 2008 source
Not checked in the free run.
- Premisenone given
A factorial design permits examination of interactions among factors, which an RCT does not.
“Second, unlike an RCT, a factorial design enables examination of interactions between factors.”
Quote in the paperSubstantial claim - Premisecitation
Factorial experiments enable analyses of the effects of each independent variable on specific mediators.
“Fifth, the factorial experiment enables analyses that address hypotheses about the effects of each of the three independent variables on specific mediating variables (Collins et al. 2011).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Collins et al. 2011 source
Not checked in the free run.
- Premisecitation
Factorial designs may serve as an appealing substitute for observational studies or RCTs when the aim is to estimate separate effects of multiple intervention components.
“Recently, behavioral scientists have noticed that a factorial experiment can be an attractive alternative to an observational study or an RCT (e.g., Collins et al. 2011; Strecher et al. 2008), when the objective is to estimate the individual effects of several different aspects of an intervention.”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
In HWStudy1 intervention schools, cigarette and alcohol use were significantly lower.
“Cigarette and alcohol use, for example, were significantly lower among those students in the HWStudy1 intervention schools.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Smith et al. 2008 source
Not checked in the free run.
- Premisecitation
Durlak and DuPre concluded that focusing on implementation fidelity could raise a program's average effect size by at least two to three times.
“Durlak and DuPre concluded that attention to implementation fidelity could increase a program’s mean effect sizes by at least two to three times.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Durlak and DuPre 2008 source
Not checked in the free run.
- Premisecitation
Students who were more intrinsically motivated and less extrinsically motivated or amotivated were least likely to report past-month use of cigarettes, alcohol, or dagga.
“For example, students reporting higher levels of intrinsic motivation and lower levels of extrinsic motivation and amotivation had the lowest odds of past month cigarette, alcohol, and dagga (marijuana) use (Caldwell et al. 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Caldwell et al. 2010 source
Not checked in the free run.
- Premisecitation
Fewer males in HWStudy1 began sexual behavior.
“In addition, fewer males initiated sexual behavior (Tibbits et al. 2009)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tibbits et al. 2009 source
Not checked in the free run.
- Premisecitation
The culture or climate of an intervention setting can support implementation fidelity.
“The culture or climate of the environment in which an intervention takes place can promote implementation fidelity (Bradshaw et al. 2009; Gottfredson and Gottfredson 2002; Payne et al. 2006), although it is often overlooked in the dissemination process (Adelman and Taylor 2003; Burns and Hoagwood 2005; Dusenbury et al. 2003; Greenberg et al. 2005; Rohrbach et al. 2006; Wandersman et al. 2008).”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
Across those studies, outcomes differed markedly and consistently when implementation fidelity was monitored, measured, and included in analyses.
“Findings from all of these studies revealed some dramatic and consistent differences in outcomes when researchers monitored and measured implementation fidelity and used these measures in their analyses.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Durlak and DuPre 2008 source
Not checked in the free run.
- Premisecitation
Factorial experiments permit researchers to estimate each independent variable's main effect.
“First, they enable estimation of the main effect of each of the three independent variables of interest (e.g., Kirk 1995).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kirk 1995
Not checked in the free run.
- Premisecitation
The Graham et al. (1984) procedure has proven excellent for producing pretest equivalence.
“Performance of the procedure has proven to be excellent for producing pretest equivalence, even at the level of individual school-level variables involved (Graham et al. 1984).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Graham et al. 1984 source
Not checked in the free run.
- Premisecitation
That review found five meta-analyses covering 483 studies and 59 individual studies.
“Their review located five meta-analyses based on 483 studies as well as 59 individual studies.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Durlak and DuPre 2008 source
Not checked in the free run.
- Premisecitation
Training is useful for equipping those who deliver an intervention to do so well and faithfully.
“Training is an effective component of preparing implementers to deliver an intervention with quality and fidelity (e.g., Dusenbury et al. 2003, 2005; Ennett et al. 2003; Fagan et al. 2008; Gager and Elias 1997).”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Coaching, technical assistance, and teacher support provided continuously matter for implementation fidelity.
“Technical assistance, teacher support or coaching on an on-going basis is important to fidelity of implementation (e.g., Fagan et al. 2008; Harshbarger et al. 2006).”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Males in HWStudy1 were less likely to pressure girls into unwanted sex.
“and males were less likely to push girls into unwanted sex (Bradley et al. 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bradley et al. 2010
Not checked in the free run.
- Premisecitation
Better implementation fidelity and quality are linked to stronger program outcomes.
“The central motivation for understanding factors that affect implementation fidelity and quality is that high levels of implementation fidelity and quality are associated with better outcomes.”
- Also stated in: § Implementation Fidelity and Quality · boosted
“The important link between fidelity and stronger outcomes is well documented in these controlled studies (Bumbarger and Perkins 2008; Durlak and DuPre 2008; Elliott and Mihalik 2004; Fixsen et al. 2005; Greenberg et al. 2005; Rohrbach et al. 2006).”
- Also stated in: § Study Model · boosted
“since the higher fidelity/better outcomes relation has been empirically established in other studies (e.g., Durlak and DuPre 2008).”
Quote in the paperSubstantial claim0 of 3 sources checked - Also stated in: § Implementation Fidelity and Quality · boosted
- Premisecitation
Factorial experiments generally yield stronger causal conclusions than observational studies or post hoc comparisons from RCTs.
“Fourth, because in a factorial experiment the independent variables are manipulated by the investigator and there is random assignment to experimental conditions, causal inference based on data from these experiments is usually much stronger than that based on observational studies or post hoc nonexperimental comparisons based on data from an RCT (Collins et al. 2009a; Shadish et al. 2002).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Collins et al. 2009a
Not checked in the free run.
- cites Shadish et al. 2002
Not checked in the free run.
- Study design and conductnone given
Schools are the unit of random assignment.
“In this factorial design, school is the unit of random assignment.”
Quote in the paperSubstantial claim - Premisecitation
Supervision and feedback, even if only global, may matter for implementation quality.
“Research indicates that some form of supervision and feedback, even at a global level, may be important to quality of implementation (Domitrovich et al. 2008).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Domitrovich et al. 2008 source
Not checked in the free run.
- Study design and conductcitation
The yearly teacher survey assesses factors at the individual level that fidelity research often neglects, such as enthusiasm, stress, and prior experience.
“Finally, our annual teacher survey measures other individual-level factors often overlooked in implementation fidelity research, including teacher characteristics, such as enthusiasm, level of stress, and prior experience (e.g., Domitrovich et al. 2008; Dusenbury et al. 2005; Han and Weiss 2005; Greenberg et al. 2005).”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
Observation is the gold standard for assessing implementation fidelity.
“Although multiple sources of data provide insight into implementation fidelity, as described, the gold standard is observation (e.g., Snyder et al. 2006); other sources of data are used to triangulate and provide insight as needed.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Snyder et al. 2006 source
Not checked in the free run.
- Premisecitation
MSED administrator backing is crucial for successfully disseminating evidence-based interventions at scale.
“This level of support is a critical component of successful large scale dissemination of EBIs (e.g., August et al. 2004; Fagan et al. 2008; Payne et al. 2006).”
Quote in the paperNot a substantial claim0 of 3 sources checked
- Classified as probably not a substantial claim. 18
- May combine two claims. 19
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenThe HW program has developed since 2000 from pilot testing to an efficacy trial with more than 7,000 youth in the Cape Town area.
“Since 2000, this program has evolved from pilot testing through an efficacy trial involving over 7,000 youth in the Cape Town area.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningA factorial experimental design was selected so that the separate effect of each of the three factors could be estimated.
“An innovative factorial experimental design was chosen to enable estimation of the individual effect of each of the three factors.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOne estimate is that an evidence-based intervention takes 17 years to enter practice.
“Some have estimated that it takes 17 years for an EBI to be put into practice (Bales and Soren 2000)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bales and Soren 2000
Not checked in the free run.
May combine two claims.
PremisecitationHW has shown encouraging effects on sexual risk behavior and substance use and is listed by AIDSTAR-One as a promising practice with good evidence and high promise.
“HW showed promising positive results on sexual risk behaviors and substance use (described subsequently in more detail) and is listed on the AIDSTAR-One website as a promising practice, category 3 with good evidence and high promise”
Quote in the paperSubstantial claim0 of 1 sources checked- cites AIDSTAR-One
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGaret and colleagues also found that coherence-helping teachers see how the curriculum fits the school's mission-matters.
“Garet and colleagues also found that helping teachers understand how the curriculum fits into the school’s mission (i.e., coherence) is important.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Garet et al. 2001 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAn interview study found that teachers considered training and detailed instruction manuals essential for implementation fidelity and quality.
“One implementation fidelity-focused study based on interviews with teachers (as well as other key individual) identified that teachers viewed training and detailed instruction manuals were critical to implementation fidelity and quality (Dusenbury et al. 2004).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dusenbury et al. 2004
Not checked in the free run.
May combine two claims.
PremisecitationBoth sexes in HWStudy1 reported less substance use at sexual encounters and less sex with someone recently met.
“both males and females reported less use of substances at sexual encounters and were less likely to report having sex with someone they had recently met (Tibbits et al. 2009).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tibbits et al. 2009 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationTime with friends predicted higher lifetime alcohol use, while hobbies and music/singing predicted lower lifetime alcohol use.
“Spending time with friends positively predicted lifetime alcohol use while participating in hobbies and music and singing activities negatively predicted lifetime alcohol use (Tibbits et al. 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Tibbits et al. 2009 source
Not checked in the free run.
May combine two claims.
PremisecitationHWStudy1 results indicated that HW reduced both substance use and sexual risk.
“Results from HWStudy1 suggest that HW was effective in reducing both substance use and sexual risk (Smith et al. 2008).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Smith et al. 2008 source
Not checked in the free run.
May combine two claims.
PremisecitationResearch on teacher training and fidelity shows a positive but weaker-than-expected association.
“Although studies examining the relationship between teacher training and fidelity have shown a positive association, the relationship is weaker than might be expected (e.g., Gottfredson and Gottfredson 2002).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Gottfredson and Gottfredson 2002 source
Not checked in the free run.
May combine two claims.
Study design and conductreasoningThe design is not an eight-arm trial; each effect is estimated from all 56 schools by combining conditions.
“It is important to note that this design should not be considered an 8-arm trial in which each condition is compared in turn to a control condition. Such a design would have extremely low power with n = 7 per group. Instead, in this factorial experiment each effect is estimated based on the entire N = 56 schools.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductreasoningMonitoring how well the treatment factors were implemented at each school is necessary to rule out poor factor implementation if results are unexpected.
“For the same reasons it is necessary to document teacher implementation fidelity and quality, it is necessary to monitor how well we implemented the treatment factors at each school. This will allow us to answer the question, “If our results are not as anticipated, can we rule out the possibility that the treatment factors were not well implemented?””
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA US national study of mathematics teachers found that sustained professional development focused on content and active learning is important.
“Another US nationally representative study on mathematics teachers provided evidence that sustained professional development that focuses on content and provides opportunities for active learning are important (Garet et al. 2001).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Garet et al. 2001 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe culture or climate of an intervention setting is frequently ignored during dissemination.
“although it is often overlooked in the dissemination process (Adelman and Taylor 2003; Burns and Hoagwood 2005; Dusenbury et al. 2003; Greenberg et al. 2005; Rohrbach et al. 2006; Wandersman et al. 2008).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe MSED is starting to adopt the Health Promoting Schools Framework.
“the MSED (as in all provinces of South Africa) is beginning to adopt the Health Promoting Schools Framework (HPSF), which is based on empowerment and a more comprehensive community approach to education (Department of Health 2000; National Conference on Health Promoting Schools 2006).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Department of Health 2000
Not checked in the free run.
- cites National Conference on Health Promoting Schools 2006
Not checked in the free run.
May combine two claims.
PremisecitationHW changed boredom and motivation, with the strongest effects at the school showing the highest implementation fidelity.
“HW was effective in changing levels of boredom and motivation, but the strongest effects were found for the school that had the highest degree of implementation fidelity (Caldwell et al. 2010).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Caldwell et al. 2010 source
Not checked in the free run.
May combine two claims.
PremisecitationRandomized controlled trials can estimate the combined causal impact of enhancement strategies, yet they are not efficient for testing each strategy separately.
“This approach enables assessment of the causal effects of the enhancement strategies as a package. However, it is not an efficient means of evaluating the effectiveness of individual enhancement strategies (Collins et al. 2005, 2007, 2009a, 2011).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationHWStudy1 also increased perceived condom availability, condom skills, and partner conversations about condom use.
“There was also increased perception of condom availability, condom skills, and conversations with partners surrounding condom use (Coffman et al. 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Coffman et al. 2011 source
Not checked in the free run.
May combine two claims.
PremisecitationFew studies have examined which training elements are critical for successful teacher training on prevention program fidelity and quality, and little professional development research links teacher development to student outcomes.
“There have not been many studies that have specifically studied what elements of training are critical to successful teacher training regarding prevention program fidelity and quality, although there is a body of literature on professional development in general, there is little that focus on professional development of teachers as it relates to student outcomes (Garet et al. 2001).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Garet et al. 2001 source
Not checked in the free run.
May combine two claims.
PremisecitationAlthough controlled studies can achieve high fidelity, strict fidelity is usually lost when programs are scaled up in real-world settings.
“Although high levels of fidelity have occurred in well controlled studies (e.g., Mihalic et al. 2004), when programs go to scale in the “real world,” strict fidelity to implementation typically is lost (Dusenbury et al. 2003; Bumbarger and Perkins 2008).”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationThe teachers the authors collaborate with appreciate guidance and support but require flexibility.
“It is motivated by the observation that the teachers with whom we work welcome support and guidance, but need flexibility (Wegner et al. 2008).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Wegner et al. 2008 source
Not checked in the free run.
May combine two claims.
Study design and conductown dataThe study uses a randomized factorial design with three factors-teacher training enhancement, SSS, and school environment enhancement-each set at present or absent.
“HWStudy2 employs an RCT using a factorial design manipulating the three independent variables described previously: enhanced teacher training, SSS, and enhanced school environment. Each independent variable has two levels: present and absent.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
InterpretationreasoningIt is possible that under some conditions or in some settings, training is not the best way to convey knowledge about an intervention.
“Thus, it is possible that in certain environments or under certain conditions, training is not the most effective method of giving knowledge about the intervention.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationObservational studies let variables vary uncontrolled, making individual causal effects hard to identify and permitting only tentative causal conclusions.
“In an observational study, variables hypothesized to impact the success of dissemination are allowed to vary in an uncontrolled, naturalistic manner.”
- Also stated in: § Rationale for Choice of Innovative Factorial Design · hedged
“However, because this approach is not an RCT, it is difficult to discern the individual effects of putative causal variables on mediators or outcome variables (Shadish et al. 2002).”
- Also stated in: § Rationale for Choice of Innovative Factorial Design · plain
“Thus, the observational approach has the disadvantage of enabling only tentative causal inference.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Shadish et al. 2002
Not checked in the free run.
- Also stated in: § Rationale for Choice of Innovative Factorial Design · hedged
May combine two claims.
PremisecitationFactorial designs may save resources, whereas separate experiments and single-factor designs tend to demand more resources and be less efficient.
“Third, a factorial experiment can be economical. Collins et al. (2009b) showed that although many behavioral scientists turn to individual experiments and single-factor (e.g., comparative treatment) approaches in order to conserve resources, in reality these designs are often much more resource-intensive and much less efficient than factorial designs.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Collins et al. 2009b
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn three Australian primary teachers, feedback on performance led them to apply more of the methods taught in a workshop.
“Leach and Conto (1999) found that among a sample of three primary school teachers in Australia, performance feedback increased teachers’ use of techniques learned in a training workshop.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Leach and Conto (1999) source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.
PremisecitationPrograms that are well developed and theory-based ought to contain core lessons and techniques essential to effectiveness; these should inform quality measurement and assessment of adaptation effects.
“Well developed, theoretically based programs should possess a core set of lessons and techniques (mechanisms of change) that are central to the effectiveness of the intervention; these should be used to measure quality as well as the impact of program adaptations (Domitrovich et al. 2008).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Domitrovich et al. 2008 source
Not checked in the free run.
May combine two claims.
Study design and conductcitationA coding system and manual were created for the four target lessons, with codes for dosage and adherence.
“We have developed a coding system and manual similar to the work of others (Forgatch et al. 2005; Giles et al. 2008; Knutson et al. 2003). Specific codes have been developed for each of the four lessons with regard to dosage and adherence.”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
PremisecitationOrganizational changes and challenges should be expected.
“Another important lesson that we have learned is to expect organizational changes and challenges; this was also noted by August et al.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites August et al. 2004 source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
PremisecitationCultural sensitivity matters greatly in developing, delivering, and evaluating programs, especially in African Black settings.
“In particular the need to be culturally sensitive in program development, implementation and evaluation is critical, particularly as we move into African Black contexts (as opposed to mixed race or Coloured contexts where we have been).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites August et al. 2004 source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationKnowing how to measure intervention aspects depends centrally on explicit theories of program content and process.
“Snyder et al. (2006) contended that explicit program content and process theories are central to determining how to measure aspects of an intervention.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Snyder et al. 2006 source
Not checked in the free run.
May combine two claims.
Study design and conductnone givenTeacher implementation fidelity is measured by three sources: logs completed daily by teachers, a yearly teacher survey, and observations; principal and student data also contribute.
“Three sources of data are used to assess teacher implementation fidelity: daily self-report teacher logs, an annual teacher survey, and observations. Data from principals and students also help assess implementation fidelity.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationEconomic considerations need close attention.
“August et al. caution for the need to pay close attention to economic considerations.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites August et al. 2004 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningMultiple data sources are used to triangulate observations.
“In addition to the observational protocol, other measures provide a secondary source of data with which to triangulate the observations.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningA random sample of lessons is recorded besides the four target lessons; this acclimates teachers to the assistant and equipment, so they do not prepare specially for target lessons.
“Therefore, we are video recording a randomly selected set of lessons in addition to the four target lessons. A research assistant is assigned to specific schools and is responsible for video and audio recording the teachers teaching the lessons. This process also sensitizes the teachers to the research assistant and video and audio equipment, thus preventing special preparation for the target”
Quote in the paperSubstantial claim
The paper relies on this without support.
Adolescent sexual behavior and substance use are directly linked to HIV acquisition risk.
“Adolescent sexual behavior and substance use are both directly tied to risk of contracting HIV.”
The paper relies on this without support.
School principals, teachers, and students responded well to HW.
“HW was well received by school principals, teachers, and students.”
The paper relies on this without support.
Teachers and administrators in MSED wanted HW used in all district schools.
“Although an effectiveness study may have been the next logical step after conducting an efficacy trial, teachers and administrators in the MSED wanted to use HW across all schools in the district.”
The paper relies on this without support.
The standard and enhanced training methods had not yet been compared for their effects on implementation quality and fidelity.
“To date, however, the standard and enhanced training methods have not been compared as to their effect on implementation quality and fidelity.”
The paper relies on this without support.
The authors had substantial experience training teachers and had tried different training formats.
“We have had considerable experience training teachers and have experimented with different forms of teacher training.”
The paper relies on this without support.
Information about which aspects of training matter was missing.
“Details about aspect of training considered important, however, were lacking.”
The paper relies on this without support.
HWStudy1 teachers reported substantial stress from fitting HW lessons into each day, especially during chaotic periods.
“A related consideration is that HWStudy1 teachers reported a great deal of stress in having to fit in HW lessons each day, especially during particularly chaotic times.”
The paper relies on this without support.
HWStudy1 teachers had requested visuals because they felt proud of the program and wanted greater visibility.
“Teachers in HWStudy1 had asked for these types of visuals because they were proud of the program and wanted it to be more visible.”
The paper relies on this without support.
Teachers who can teach the four target lessons well and faithfully will probably teach the other lessons well.
“Our logic in choosing these lessons is that if the teachers can teach these lessons well and with fidelity, they are likely to be able to teach the other lessons well.”
The paper relies on this without support.
The MSED supports high-quality education, and its administrators are eager partners in this research.
“The MSED is committed to assuring high-quality education that contributes to prevention. Furthermore, MSED administrators are enthusiastic partners in this research project.”
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?
Factorial experimental design is useful and economical for examining effects of individual intervention components and is the only experimental design enabling full examination of all interactions.
“The factorial experimental design can be a useful and economical approach for examining the effects of individual intervention components, and is the only experimental design that enables full examination of all interactions. 38”
From Evaluating Digital Health Interventions (2016) · cites this paper as [38]
Experimental approaches for optimisation include full or fractional factorial experiments, sequential multiple-assignment randomised trials, and system identification techniques.
“The experimental approaches used for optimization include full or fractional factorial experiments 38, 39, the sequential multiple-assignment randomized trial (SMART), 40 and system identification techniques 41, 42.”
From Evaluating Digital Health Interventions (2016) · cites this paper as [38]
Cites
Methods for the Economic Evaluation of Health Care Programmes
Drummond, M. E., Sculpher, M. J., Torrance, G. W., O’Brien, B. J., & Stoddart, G. L. (2005) · doi:10.1093/oso/9780198529446.001.0001 · Cited by 13,648 · see citing works
(2002) · Cited by 13,211 · see citing works
Experimental Design: Procedures for the Behavioral Sciences
Kirk, R. (2013) · doi:10.4135/9781483384733 · Cited by 8,539 · see citing works
Durlak, J. A., & DuPre, E. P. (2008) · American Journal of Community Psychology · doi:10.1007/s10464-008-9165-0 · Cited by 5,304 · see citing works
Experimental Design: Procedures for the Behavioral Sciences.
Addelman, S., & Kirk, R. E. (1969) · Journal of the American Statistical Association · doi:10.2307/2283497 · Cited by 5,241 · see citing works
What Makes Professional Development Effective? Results From a National Sample of Teachers
Garet, M. S., Porter, A. C., Desimone, L., Birman, B. F., & Yoon, K. S. (2001) · American Educational Research Journal · doi:10.3102/00028312038004915 · Cited by 5,047 · see citing works
Fisher, R. A. (1936) · BMJ · doi:10.1136/bmj.1.3923.554-a · Cited by 4,980 · see citing works
Methods for the economic evaluation of health care programmes
Wilson, S. (1987) · Journal of Epidemiology & Community Health · doi:10.1136/jech.41.4.355-a · Cited by 4,312 · see citing works
(2005) · Cited by 3,748 · see citing works
The Meaning of Translational Research and Why It Matters
Woolf, S. H. (2008) · JAMA · doi:10.1001/jama.2007.26 · Cited by 1,910 · see citing works
Dusenbury, L. (2003) · Health Education Research · doi:10.1093/her/18.2.237 · Cited by 1,671 · see citing works
Dane, A. V., & Schneider, B. H. (1998) · Clinical Psychology Review · doi:10.1016/s0272-7358(97)00043-3 · Cited by 1,557 · cited 1× · see citing works
“Key aspects of implementation fidelity have been identified (Dane and Schneider 1998; Dusenbury et al. 2003, 2005; Rohrbach et al. 2006) and provide guidance for our work.”
BackgroundManaging Clinical Knowledge for Health Care Improvement
Balas, E. A., & Boren, S. A. (2000) · Yearbook of Medical Informatics · doi:10.1055/s-0038-1637943 · Cited by 1,479 · see citing works
Developmental ecology through space and time: A future perspective.
Bronfenbrenner, U. (2004) · American Psychological Association eBooks · doi:10.1037/10176-018 · Cited by 1,349 · see citing works
Wandersman, A., Duffy, J., Flaspohler, P., Noonan, R., Lubell, K., Stillman, L., Blachman, M., Dunville, R., & Saul, J. (2008) · American Journal of Community Psychology · doi:10.1007/s10464-008-9174-z · Cited by 1,339 · see citing works
Collins, L. M., Murphy, S. A., & Strecher, V. (2007) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2007.01.022 · Cited by 1,082 · see citing works
Self-citationExamining lives in context: Perspectives on the ecology of human development.
(1995) · American Psychological Association eBooks · doi:10.1037/10176-000 · Cited by 966 · see citing works
South African National HIV Prevalence, HIV Incidence, Behaviour and Communication Survey, 2005
Simbayi, L. C., Zuma, K. K., Moyo, S., Marinda, E. T., Mabaso, M., Ramlagan, S., North, A., Mohlabane, N., Dietrich, C., & Naidoo, I. (2008) · Cited by 899 · see citing works
Issues in Disseminating and Replicating Effective Prevention Programs
Elliott, D. S., & Mihalic, S. (2004) · Prevention Science · doi:10.1023/b:prev.0000013981.28071.52 · Cited by 794 · see citing works
Shisana, O., Rehle, T. M., Simbayi, L. C., Zuma, K. K., Jooste, S., Wyk, V. P., Mbelle, N. M., van Zyl, J., Parker, W., Zungu, N. P., et al. (2009) · Cited by 790 · see citing works
Experimental design: Procedures for the behavioral sciences (3rd ed.).
Kirk, R. E. (1995) · Cited by 788 · see citing works
Domitrovich, C. E., Bradshaw, C. P., Poduska, J. M., Hoagwood, K., Buckley, J. A., Olin, S., Romanelli, L. H., Leaf, P. J., Greenberg, M. T., & Ialongo, N. S. (2008) · Advances in School Mental Health Promotion · doi:10.1080/1754730x.2008.9715730 · Cited by 749 · see citing works
Sustainability of Teacher Implementation of School-Based Mental Health Programs
Han, S. S., & Weiss, B. (2005) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-005-7646-2 · Cited by 641 · see citing works
A strategy for optimizing and evaluating behavioral interventions
Collins, L. M., Murphy, S. A., Nair, V. N., & Strecher, V. J. (2005) · Annals of Behavioral Medicine · doi:10.1207/s15324796abm3001_8 · Cited by 492 · see citing works
Self-citationQuality of School-Based Prevention Programs: Results from a National Survey
Gottfredson, D. C., & Gottfredson, G. D. (2002) · Journal of Research in Crime and Delinquency · doi:10.1177/002242780203900101 · Cited by 474 · see citing works
A multilevel analysis of the relationship between teacher and collective efficacy in urban schools
Goddard, R. D., & Goddard, Y. L. (2001) · Teaching and Teacher Education · doi:10.1016/s0742-051x(01)00032-4 · Cited by 474 · see citing works
Bradshaw, C. P., Koth, C. W., Thornton, L. A., & Leaf, P. J. (2009) · Prevention Science · doi:10.1007/s11121-008-0114-9 · Cited by 448 · see citing works
Collins, L. M., Dziak, J. J., & Li, R. (2009) · Psychological Methods · doi:10.1037/a0015826 · Cited by 431 · see citing works
Self-citationBierman, K. L., Conduct Problems Prevention Research Group, Coie, J. D., Dodge, K. A., Greenberg, M. T., Lochman, J. E., McMahon, R. J., & Pinderhughes, E. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0018607 · Cited by 397 · see citing works
Gasparini, M., & Rogantin, M. P. (2008) · PORTO Publications Open Repository TOrino (Politecnico di Torino) · Cited by 383 · see citing works
Experimental and quasi-experimental designs
Costantini, M., & Higginson, I. J. (2007) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780198530251.003.0006 · Cited by 339 · see citing works
Umthente Uhlaba Usamila: the 3rd South African National Youth Risk Behaviour Survey 2011
Reddy, S., James, S. A., Sewpaul, R., Sifunda, S., Ellahebokus, A., Kambaran, N. S., & Omardien, R. G. (2013) · Cited by 321 · see citing works
Forgatch, M. S., Patterson, G. R., & DeGarmo, D. S. (2005) · Behavior Therapy · doi:10.1016/s0005-7894(05)80049-8 · Cited by 320 · see citing works
Rohrbach (2006) · doi:10.1177/0163278706290408 · Cited by 300 · see citing works
The Multiphase Optimization Strategy for Engineering Effective Tobacco Use Interventions
Collins, L. M., Baker, T. B., Mermelstein, R. J., Piper, M. E., Jorenby, D. E., Smith, S. S., Christiansen, B. A., Schlam, T. R., Cook, J. W., & Fiore, M. C. (2011) · Annals of Behavioral Medicine · doi:10.1007/s12160-010-9253-x · Cited by 300 · see citing works
Self-citationDusenbury, L., Brannigan, R., Hansen, W. B., Walsh, J., & Falco, M. (2005) · Health Education Research · doi:10.1093/her/cyg134 · Cited by 278 · see citing works
Ennett, S. T., Ringwalt, C. L., Thorne, J., Rohrbach, L. A., Vincus, A., Simons-Rudolph, A., & Jones, S. (2003) · Prevention Science · doi:10.1023/a:1021777109369 · Cited by 276 · see citing works
HIV and sexual behaviour among young South Africans: a national survey of 15-24 year olds.
Ae, P., Rees, H. V., Steffenson, A. E., Hlongwa-Madikizela, L., & MacPhail, C. L. (2004) · Cited by 272 · see citing works
Web-Based Smoking-Cessation Programs
Strecher, V. J., McClure, J. B., Alexander, G. L., Chakraborty, B., Nair, V. N., Konkel, J. M., Greene, S. M., Collins, L. M., Carlier, C. C., Wiese, C. J., et al. (2008) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2007.12.024 · Cited by 266 · see citing works
Self-citationFamily-Based Interventions for Substance Use and Misuse Prevention
Kumpfer, K. L., Alvarado, R., & Whiteside, H. O. (2003) · Substance Use & Misuse · doi:10.1081/ja-120024240 · Cited by 251 · see citing works
Furr-Holden, D., Ialongo, N. S., Anthony, J. C., Petras, H., & Kellam, S. G. (2003) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2003.10.002 · Cited by 211 · see citing works
Payne, A. A., Gottfredson, D. C., & Gottfredson, G. D. (2006) · Prevention Science · doi:10.1007/s11121-006-0029-2 · Cited by 210 · see citing works
On Sustainability of Project Innovations as Systemic Change
Adelman, H. S., & Taylor, L. (2003) · Journal of Educational and Psychological Consultation · doi:10.1207/s1532768xjepc1401_01 · Cited by 198 · see citing works
Lee, Y. S. (2000) · Cited by 197 · see citing works
Dodge, K. A. (2007) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e31813e5d39 · Cited by 192 · see citing works
Kulis, S., Marsiglia, F. F., Elek, E., Dustman, P. A., Wagstaff, D. A., & Hecht, M. L. (2005) · Children & Schools · doi:10.1093/cs/27.3.133 · Cited by 187 · see citing works
van den Hoofdakker, B. J., van der Veen-Mulders, L., Sytema, S., Emmelkamp, P., Minderaa, R., & Nauta, M. (2007) · Journal of the American Academy of Child and Adolescent Psychiatry · doi:10.1097/chi.0b013e3181354bc2 · Cited by 182 · see citing works
Fagan, A. A., Hanson, K., Hawkins, J. D., & Arthur, M. W. (2008) · American Journal of Community Psychology · doi:10.1007/s10464-008-9176-x · Cited by 171 · see citing works
Caldwell, L. L., Baldwin, C. K., Walls, T. A., & Smith, E. (2004) · Journal of Leisure Research · doi:10.1080/00222216.2004.11950026 · Cited by 136 · see citing works
Self-citationAfter randomised trials: issues related to dissemination of evidence‐based interventions
Bumbarger, B., & Perkins, D. (2008) · Journal of Children's Services · doi:10.1108/17466660200800012 · Cited by 122 · cited 2× · see citing works
“The important link between fidelity and stronger outcomes is well documented in these controlled studies (Bumbarger and Perkins 2008; Durlak and DuPre 2008; Elliott and Mihalik 2004; Fixsen et al. 2005; Greenberg et al. 2005; Rohrbach et al. 2006).”
Meintjes, H., Hall, K., Marera, D.-H., & Boulle, A. (2009) · AIDS Care · doi:10.1080/09540120903033029 · Cited by 119 · see citing works
Storr, C. L., Ialongo, N. S., Kellam, S. G., & Anthony, J. C. (2002) · Drug and Alcohol Dependence · doi:10.1016/s0376-8716(01)00184-3 · Cited by 119 · see citing works
Shisana, O., Simbayi, L. C., Rehle, T. M., Zungu, N. P., Zuma, K. K., Ngogo, N., Jooste, S., Wyk, V. P., Parker, W., Pezi, S., et al. (2010) · Cited by 115 · see citing works
Collins, L. M., Chakraborty, B., Murphy, S. A., & Strecher, V. (2009) · Clinical Trials · doi:10.1177/1740774508100973 · Cited by 80 · see citing works
Self-citationImplementing prevention programs in high-risk environments: Application of the resiliency paradigm.
Gager, P. J., & Elias, M. J. (1997) · American Journal of Orthopsychiatry · doi:10.1037/h0080239 · Cited by 80 · see citing works
Substance Use and Sexual Risk Behavior among South African Eighth Grade Students
Palen, L., Smith, E. A., Flisher, A. J., Caldwell, L. L., & Mpofu, E. (2006) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2006.04.016 · Cited by 79 · see citing works
Self-citationSmith, E. A., Palen, L.-A., Caldwell, L. L., Flisher, A. J., Graham, J. W., Mathews, C., Wegner, L., & Vergnani, T. (2008) · Prevention Science · doi:10.1007/s11121-008-0103-z · Cited by 77 · see citing works
Self-citationHarshbarger, C., Simmons, G., Coelho, H., Sloop, K., & Collins, C. (2006) · AIDS Education and Prevention · doi:10.1521/aeap.2006.18.supp.184 · Cited by 72 · see citing works
Graham, J. W., Flay, B. R., Anderson Johnson, C., Hansen, W. B., & Collins, L. M. (1984) · Evaluation Review · doi:10.1177/0193841x8400800206 · Cited by 70 · see citing works
Self-citationThe Additional Effects of Process and Outcome Feedback Following Brief In‐service Teacher Training
Leach, D. J., & Conto, H. (1999) · Educational Psychology · doi:10.1080/0144341990190405 · Cited by 55 · see citing works
The Role of Behavior Observation in Measurement Systems for Randomized Prevention Trials
Snyder, J., Reid, J., Stoolmiller, M., Howe, G., Brown, H., Dagne, G., & Cross, W. (2006) · Prevention Science · doi:10.1007/s11121-005-0020-3 · Cited by 50 · see citing works
Healthwise South Africa: cultural adaptation of a school-based risk prevention programme
Wegner, L., Flisher, A. J., Caldwell, L. L., Vergnani, T., & Smith, E. A. (2007) · Health Education Research · doi:10.1093/her/cym064 · Cited by 49 · see citing works
Self-citationA Prospective Longitudinal Model of Substance Use Onset Among South African Adolescents
Patrick, M. E., Collins, L. M., Smith, E. A., Caldwell, L. L., Flisher, A. J., & Wegner, L. (2009) · Substance Use & Misuse · doi:10.1080/10826080902810244 · Cited by 46 · see citing works
Self-citationInfluencing Adolescent Leisure Motivation: Intervention Effects of Health Wise South Africa
Caldwell, L. L., Patrick, M. E., Smith, E. A., Palen, L.-A., & Wegner, L. (2010) · Journal of Leisure Research · doi:10.1080/00222216.2010.11950202 · Cited by 39 · see citing works
Self-citationCommentary: The Next Generation Is Overdue
JENSEN, P. S. (2003) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/01.chi.0000046837.90931.a0 · Cited by 33 · see citing works
Evidence-Based Practice, Part II: Effecting Change
Hoagwood, K., & Burns, B. J. (2005) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2004.11.001 · Cited by 33 · see citing works
Measuring Quality of Delivery in a Substance Use Prevention Program
Giles, S., Jackson-Newsom, J., Pankratz, M. M., Hansen, W. B., Ringwalt, C. L., & Dusenbury, L. (2008) · The Journal of Primary Prevention · doi:10.1007/s10935-008-0155-7 · Cited by 29 · see citing works
August, G. J., Winters, K. C., Realmuto, G. M., Tarter, R., Perry, C., & Hektner, J. M. (2004) · Substance Use & Misuse · doi:10.1081/ja-200033240 · Cited by 29 · see citing works
Dusenbury, L., Brannigan, R., Falco, M., & Lake, A. (2004) · Journal of alcohol and drug education · Cited by 25 · see citing works
Effects of HealthWise South Africa on Condom Use Self-efficacy
Coffman, D. L., Smith, E. A., Flisher, A. J., & Caldwell, L. L. (2011) · Prevention Science · doi:10.1007/s11121-010-0196-z · Cited by 24 · see citing works
Self-citationTransitions to Substance Use and Sexual Intercourse Among South African High School Students
Palen, L., Smith, E. A., Caldwell, L. L., Mathews, C., & Vergnani, T. (2009) · Substance Use & Misuse · doi:10.3109/10826080802544547 · Cited by 20 · see citing works
Self-citationTibbits, M. K., Caldwell, L. L., Smith, E. A., & Wegner, L. (2009) · World Leisure Journal · doi:10.1080/04419057.2009.9728267 · Cited by 14 · see citing works
Self-citation
Flagged first, then by citations
1 of the 73 references couldn’t be matched to a known paper.
Research works printed but not linked: 8
- Bradley, S. A., Smith, E. A., Lai, M. H., Graham, J. W., & Caldwell, L. L. (2010, June). Sexual coercion-risk in South African adolescent male youth: Risk correlates and HealthWise program impacts. In E. A. Smith (Chair), Sex, drugs, and deviance: Understanding prevention in South Africa. Symposium at the Society for Prevention Research annual meeting, Denver, CO.
- Department of Basic Education. (2011). Curriculum and Assessment Policy Statement (CAPS). Life Orientation Grades 7–9, Final Draft. Pretoria: Department of Basic Education.
- Department of Health. (2000). National guidelines for the development of health promoting schools/sites in South Africa. Pretoria, South Africa: Author.
- Dorrington, R., Johnson, L., Bradshaw, D., & Daniel, T. J. (2006). The demographic Impact of HIV/AIDS in South Africa: National and provincial indicators for 2006. Cape Town, South Africa: Centre for Actuarial Research, South African Medical Research Council, and Actuarial Society of South Africa.
- Greenberg, M. T., Domitrovich, C. E., Graczyk, P. A., & Zins, J. E. (2005). The study of implementation in school-based preventive interventions: Theory, research and practice. Rockville, MD: Substance Abuse and Mental Health Services Administration, Center for Substance Abuse Prevention.
- Knutson, N. M., Forgatch, M. S., & Rains, L. A. (2003). Fidelity of implementation rating system (FIMP): The training manual for PMTO [revised]. Eugene, OR: Oregon Social Learning Center.
- National Conference on Health Promoting Schools. (2006). Executive summary of conference proceedings. South Africa: University of the Western Cape.
- Reddy, S. P., Sewpaul, J. S., Koopman, F., Funani, N. I., Sifunda, S., Josie, J., et al. (2010). Umthente Uhlaba Usamila—The South African Youth Risk Behaviour Survey 2008. Cape Town: South African Medical Research Council.
Cited by
Sorted by citations
Evaluating Digital Health Interventions
Murray, E., Hekler, E. B., Andersson, G., Collins, L. M., Doherty, A., Hollis, C., Rivera, D. E., West, R., & Wyatt, J. C. (2016) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2016.06.008 · Cited by 847 · see citing works
Self-citationThe Lancet Commission on the future of care and clinical research in autism
Lord, C., Charman, T., Havdahl, A., Carbone, P., Anagnostou, E., Boyd, B., Carr, T., de Vries, P. J., Dissanayake, C., Divan, G., et al. (2022) · The Lancet · doi:10.1016/s0140-6736(21)01541-5 · Cited by 924 · see citing works
An Overview of Research and Evaluation Designs for Dissemination and Implementation
Brown, C. H., Curran, G., Palinkas, L. A., Aarons, G. A., Wells, K. B., Jones, L., Collins, L. M., Duan, N., Mittman, B. S., Wallace, A., et al. (2017) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031816-044215 · Cited by 509 · see citing works
Self-citationCollins, L. M., Dziak, J. J., Kugler, K. C., & Trail, J. B. (2014) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2014.06.021 · Cited by 335 · see citing works
Self-citationCollins, L. M. (2018) · Statistics for Social and Behavioral Sciences · doi:10.1007/978-3-319-72206-1 · Cited by 257 · see citing works
Self-citationCollins, L. M., Kugler, K. C., & Gwadz, M. V. (2015) · AIDS and Behavior · doi:10.1007/s10461-015-1145-4 · Cited by 162 · see citing works
Self-citationCollins, L. M., Trail, J. B., Kugler, K. C., Baker, T. B., Piper, M. E., & Mermelstein, R. J. (2014) · Translational Behavioral Medicine · doi:10.1007/s13142-013-0239-7 · Cited by 119 · see citing works
Self-citationHodder, R. K., Freund, M., Wolfenden, L., Bowman, J., Nepal, S., Dray, J., Kingsland, M., Yoong, S. L., & Wiggers, J. H. (2017) · Preventive Medicine · doi:10.1016/j.ypmed.2017.04.003 · Cited by 107 · see citing works
Petersen, I., Evans-Lacko, S., Semrau, M., Barry, M. M., Chisholm, D., Gronholm, P., Egbe, C. O., & Thornicroft, G. (2016) · International Journal of Mental Health Systems · doi:10.1186/s13033-016-0060-z · Cited by 100 · see citing works
Intervention Optimization: A Paradigm Shift and Its Potential Implications for Clinical Psychology
Collins, L. M., Nahum-Shani, I. B., Guastaferro, K., Strayhorn, J. C., Vanness, D. J., & Murphy, S. A. (2024) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-080822-051119 · Cited by 73 · see citing works
Self-citationHow prevention curricula are taught under real‐world conditions
Miller-Day, M. A., Pettigrew, J., Hecht, M. L., Shin, Y., Graham, J., & Krieger, J. L. R. (2013) · Health Education · doi:10.1108/09654281311329259 · Cited by 66 · see citing works
Self-citationWyrick, D. L., Rulison, K. L., Fearnow-Kenney, M., Milroy, J. J., & Collins, L. M. (2014) · Translational Behavioral Medicine · doi:10.1007/s13142-013-0247-7 · Cited by 57 · see citing works
Self-citationConceptual Introduction to the Multiphase Optimization Strategy (MOST)
Collins, L. M. (2018) · Statistics for Social and Behavioral Sciences · doi:10.1007/978-3-319-72206-1_1 · Cited by 51 · see citing works
Self-citationImproved Designs for Cluster Randomized Trials
Crespi, C. M. (2015) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-032315-021702 · Cited by 45 · see citing works
Engagement of ‘At-Risk’ Youth Through Meaningful Leisure
Hopper, T., & Iwasaki, Y. (2017) · Journal of Park and Recreation Administration · doi:10.18666/jpra-2017-v35-i1-7289 · Cited by 44 · see citing works
Landoll, R. R., Vargas, S. E., Samardzic, K. B., Clark, M. F., & Guastaferro, K. (2021) · Translational Behavioral Medicine · doi:10.1093/tbm/ibab146 · Cited by 42 · see citing works
Guastaferro, K., & Collins, L. M. (2021) · Implementation Research and Practice · doi:10.1177/26334895211054363 · Cited by 40 · see citing works
Self-citationPromotion of mental health and prevention of mental disorders: priorities for implementation
Barry, M. M., Clarke, A. M., & Petersen, I. (2015) · Eastern Mediterranean Health Journal · doi:10.26719/2015.21.7.503 · Cited by 27 · see citing works
Advancing Intervention Science Through Effectiveness Research: A Global Perspective
Ferrer‐Wreder, L., Adamson, L., Kumpfer, K. L., & Eichas, K. (2012) · Child & Youth Care Forum · doi:10.1007/s10566-012-9173-y · Cited by 21 · see citing works
The state of methamphetamine (‘tik’) use among youth in the Western Cape, South Africa
Weybright, E. H., Caldwell, L. L., Wegner, L., Smith, E. A., & Jacobs, J. (2016) · South African Medical Journal · doi:10.7196/samj.2016.v106i11.10814 · Cited by 17 · see citing works
Self-citationImplementing a braided home-based parent-support curriculum: Lessons learned
Guastaferro, K., Miller, K., Lutzker, J. R., Whitaker, D. J., Shanley, J. R., Lai, B. S., & Kemner, A. L. (2017) · Psychosocial Intervention · doi:10.1016/j.psi.2017.03.001 · Cited by 15 · see citing works
Graham, J. A., Pettigrew, J., Miller-Day, M. A., Krieger, J. L. R., Zhou, J., & Hecht, M. L. (2013) · Prevention Science · doi:10.1007/s11121-013-0403-9 · Cited by 14 · see citing works
Self-citationKugler, K. C., Wyrick, D. L., Tanner, A. E., Milroy, J. J., Chambers, B. D., Ma, A., Guastaferro, K., & Collins, L. M. (2018) · Statistics for social and behavioral sciences · doi:10.1007/978-3-319-91776-4_1 · Cited by 13 · see citing works
Self-citationIntroduction to the Factorial Optimization Trial
Collins, L. M. (2018) · Statistics for social and behavioral sciences · doi:10.1007/978-3-319-72206-1_3 · Cited by 12 · see citing works
Self-citationParenting practice, leisure experience, and substance use among South African adolescents
Xie, H. “., Weybright, E. H., Caldwell, L. L., Wegner, L., & Smith, E. A. (2019) · Journal of Leisure Research · doi:10.1080/00222216.2019.1620144 · Cited by 11 · see citing works
Self-citationOptimizing Family Intervention Programs: The Multiphase Optimization Strategy (MOST)
Collins, L. M. (2013) · National symposium on family issues · doi:10.1007/978-3-319-01562-0_14 · Cited by 9 · see citing works
Self-citationPopulation and Community Platform Interventions
Petersen, I., Evans-Lacko, S. E., Semrau, M., Barry, M. M., Chisholm, D., Gronholm, P. C., Egbe, C. O., & Thornicroft, G. (2016) · World Bank, Washington, DC eBooks · doi:10.1596/978-1-4648-0426-7_ch10 · Cited by 10 · see citing works
The Multiphase Optimization Strategy (MOST) in Child Maltreatment Prevention Research
Guastaferro, K., Strayhorn, J. C., & Collins, L. M. (2021) · Journal of Child and Family Studies · doi:10.1007/s10826-021-02062-7 · Cited by 10 · see citing works
Self-citationWeybright, E. H., Beckmeyer, J. J., Caldwell, L. L., Wegner, L., & Smith, E. A. (2019) · Journal of Adolescence · doi:10.1016/j.adolescence.2019.03.007 · Cited by 10 · see citing works
Self-citationThe Multiphase Optimization Strategy for Developing and Evaluating Behavioral Interventions
Guastaferro, K., Shenk, C. E., & Collins, L. M. (2020) · Cambridge University Press eBooks · doi:10.1017/9781316995808.025 · Cited by 6 · see citing works
Self-citationChallenges, Opportunities, and Methods for Large-Scale Evaluations
Derzon, J. H. (2018) · Evaluation & the Health Professions · doi:10.1177/0163278718762292 · Cited by 7 · see citing works
Hopper, T., Iwasaki, Y., Walker, G. J., & McHugh, T.-L. (2019) · Leisure/Loisir · doi:10.1080/14927713.2019.1697351 · Cited by 7 · see citing works
Why and how PROERD instructors adapt the program during its delivery: an implementation research
Gusmões, J. D., García-Cerde, R., Valente, J. Y., Galvão, P. P. D. O., & Sanchez, Z. M. (2023) · Drugs Education Prevention and Policy · doi:10.1080/09687637.2023.2262098 · Cited by 6 · see citing works
Layland, E. K., Caldwell, L. L., Ram, N., Smith, E. A., Wegner, L., & Jacobs, J. J. (2022) · Prevention Science · doi:10.1007/s11121-022-01394-0 · Cited by 5 · see citing works
Self-citationInnovation in the Delivery of Behavioral Health Services
D’Aunno, T. A., & Neighbors, C. J. (2023) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-071521-024027 · Cited by 5 · see citing works
Motamedi, M., Caldwell, L. L., Smith, E. A., Wegner, L., & Jacobs, J. J. (2020) · American Journal of Community Psychology · doi:10.1002/ajcp.12494 · Cited by 3 · see citing works
Self-citationA psycho-educational programme using audio-visual media to prevent adolescent substance abuse
Calder, B. D., & Schulze, S. (2015) · Education as Change · doi:10.1080/16823206.2015.1024144 · Cited by 3 · see citing works
Wegner, L., & Majee, W. (2022) · African Journal for Physical Activity and Health Sciences (AJPHES) · doi:10.37597/ajphes.2022.28.4.7 · Cited by 2 · see citing works
Self-citationSiegle, A., zu Sayn-Wittgenstein-Hohenstein, F., & Roes, M. (2020) · Implementation Science · doi:10.1186/s13012-020-01033-8 · Cited by 2 · see citing works
Guastaferro, K., & Strayhorn, J. C. (2023) · Community Dentistry And Oral Epidemiology · doi:10.1111/cdoe.12784 · Cited by 1 · see citing works
Guastaferro, K. (2023) · Child maltreatment solutions network · doi:10.1007/978-3-031-33739-0_6 · Cited by 1 · see citing works
Barry, M. M. (2014) · Arrow@dit (Dublin Institute of Technology) · doi:10.13025/21941
Introduction to the Multiphase Optimization Strategy (MOST)
Collins, L. M., Kugler, K. C., Gwadz, M. V., Fraser, D. L., Bolt, D. M., Mermelstein, R. J., Schlam, T. R., Cook, J. W., Jorenby, D. E., Loh, W., et al. (2014)
Self-citationRaising the bar: Engineering optimized behavioral interventions for increased public health impact
Collins, L. M. (2013)
Self-citationUnderstanding and Addressing Unmet Need for Mental Health Services in College Populations.
Lipson, S. K. (2016) · Deep Blue (University of Michigan) · Cited by 1 · see citing works
Wright, A. G. C., & Hallquist, M. N. (2020) · Cambridge University Press eBooks · doi:10.1017/9781316995808.024
Barry, M. M., & Clarke, A. M. (2014) · Arrow@dit (Dublin Institute of Technology) · doi:10.13025/21999
Buskbjerg, C. R., Johannsen, M., Nørskov, C. S., Jensen, A. B., Frederiksen, Y., Egerod, I., Guastaferro, K., Johansen, C., von Heymann, A., Speckens, A. E. M., et al. (2025) · Scandinavian Journal of Psychology · doi:10.1111/sjop.70063
Hoang, V. L., Nguyen, N. T., Bui, H. T., Hoang, T. H., & Liamputtong, P. (2025) · Springer eBooks · doi:10.1007/978-981-97-0821-5_133-1
Hoang, V. L., Nguyen, N. T., Bui, H. T., Hoang, T. H., & Liamputtong, P. (2026) · Springer eBooks · doi:10.1007/978-981-92-1288-0_133
- Authors
- Caldwell, L. L., Smith, E. A., Collins, L. M., Graham, J. W., Lai, M., Wegner, L., Vergnani, T., Matthews, C., & Jacobs, J.
- Affiliations
- Pennsylvania State University (US)
- University of the Western Cape (ZA)
- South African Medical Research Council (ZA)
- Corresponding author
- Caldwell, Linda L.
- Venue
- Child & Youth Care Forum
- Published
- 2012-01-18
- Volume
- 41
- Issue
- 2
- Pages
- 119-136
- ISSN
- 1053-1890 (ISSN-L)
- 1573-3319
- PMC
- PMC3375728
- OpenAlex
- W2002662088
- Cited by
- 50
- References
- 73
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 1 · 2023: 4 · 2022: 2 · 2021: 4 · 2020: 4 · 2019: 3 · 2018: 5 · 2017: 4 · 2016: 5 · 2015: 4 · 2014: 5 · 2013: 5 · 2012: 1
- FWCI
- 8.52
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Child & Youth Care Forum (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- UWC Research Repository (University of the Western Cape) (submittedVersion)
- Funders
- Healthwise
- National Institute on Drug Abuse (F31DA028155, P50DA010075, R01DA029084)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Health Sciences › Health Professions › Speech and Hearing › School Health and Nursing Education
- Health Sciences › Health Professions › General Health Professions › Adolescent Sexual and Reproductive Health
- Keywords
- substance use prevention, sexual risk prevention, life skills program, adolescents, implementation fidelity, teacher professional development, teacher supervision, school environment, factorial design, translational research, school-based prevention, Cape Town
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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-09-28.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.
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