“determinants,” “behaviors,” and “health goals,”or “activities,” “short-term objectives” and “longtermoutcomes,” or “processes,” “outcomes,” and“impacts,” respectively.There are also other variations among logic models.Some include only these four minimum components,while others may provide more informationon inputs or specify far more complex causal models,with some determinants of behavior affecting otherdeterminants or with reciprocal causality acknowledged(e.g., determinants affecting behaviors andvice versa).Steps for Developinga Logic ModelCreating a logic model consistent with the goalsof this book involves completing at least four basicsteps:1. Identify possible health goals and select thehealth goal(s) to be achieved. For the purposesof this book, those health goals are reducingunintended pregnancy and STDs among youngpeople. These are listed on the far right side of thelogic model (see Figure 2-1).2. Identify potentially important behaviors thataffect the selected health goal and then select theparticular behaviors to be targeted. Key behaviorsfor sexual risk-taking are specified in Chapter 1.Specifically, to reduce unwanted pregnancy,young people need to delay sex or reduce the frequencyof sex and increase consistent and correctuse of effective contraception. To reduce STDtransmission, young people need to delay sex,have sex less frequently, have fewer sexual partners,avoid concurrent sexual partners, increasecondom use, increase the time period betweensexual partners, be tested (and treated if necessary)for STDs and be vaccinated against HPVand hepatitis B.3. Identify potentially important risk and protectivefactors of the selected behaviors and selectthose factors that can be changed and are to betargeted. This book highlights selected sexualpsychosocial factors affecting sexual behavior andparent-child communication about sexual behavior.Multiple studies demonstrate that these factorscan be changed by curriculum-based activitiesand can, in turn, affect sexual risk behavior.4. Identify or create possible interventions or activitiesthat have sufficient strength to improve eachselected risk and protective factor and select thosethat are most effective. The following chaptersprovide examples of many effective activities anddescribe theory-based instructional practices forincreasing their effectiveness.These four steps are summarized in Figure 2-2.Box 2-1 provides additional tips for developinglogic models, and Box 2-2 provides criteria forFigure2-2Steps for Developing and Understanding Logic ModelsThe order of the steps for developing the logic model:Step 4 Identify andselect interventioncomponentsStep 3 Identify andselect importantrisk and protectivefactorsStep 2 Identify andselect importantbehaviorsStep 1 Identify andselect healthgoal(s)The causal order of the components of the completed logic model:SpecifiedInterventionComponentsand ActivitiesAffectChosen <strong>Risk</strong> andProtective FactorsThatAffectImportant<strong>Sexual</strong> BehaviorsWhich,in Turn,ReduceTeen Pregnancy,STD and HIV10 <strong>Reducing</strong> <strong>Adolescent</strong> <strong>Sexual</strong> <strong>Risk</strong>: A <strong>Theoretical</strong> Guide for Developing and Adapting Curriculum-Based Programs
assessing logic models. Logic models are describedmuch more fully in Kirby (2004). An on-linecourse on these models also is available free ofcharge at: http://www.etr.org/recapp/documents/logicmodelcourse/index.htm. Intervention Mapping(Bartholomew, Parcel et al. 2006) describes morecomprehensive approaches that involve logic modelsand that are effective.A Detailed Example ofa Logic ModelFigure 2-3 provides a very detailed example of alogic model that incorporates activities from curriculathat have been effective at improving sexualpsychosocial factors and behavior. The figure illustrateshow to read a logic model and how a givencurriculum would reduce sexual risk behaviors. Italso provides a frame of reference for the remainderof this book. Indeed, Chapters 3 to 9 focus onthe risk and protective factors that are in this logicBox2-1 Tips for Developing Logic Models• Choose your target. Remember that logic models aregraphic depictions that show clearly and concisely thecausal steps through which specific interventions canaffect behavior and thereby achieve a health goal.They can be applied to any health goal or to any goalthat is affected by the behavior of individuals or thepolicies and programs of organizations.• Be comprehensive. Consider all reasonable possibilitiesat each stage, all health goals of interest, all behaviorsaffecting a selected health goal, all factors affectingeach behavior, and all activities or interventions thatmay affect each factor.• Be thorough. Consider both positive and negativebehaviors and both risk and protective factors thataffect those behaviors.• Be strategic. Focus on the goals, behaviors, risk andprotective factors, and intervention strategies that aremost important and that you can change; the mostimportant health goal in the community that yourorganization wishes to achieve (and can), the mostimportant behaviors that have the greatest impact onthat health goal and that you can change, the mostimportant factors that affect each behavior and thatyou can change, and the activities or interventionsthat most strongly affect each factor and that you canimplement.• Be realistic. Assess the impact of each activity or interventionon each factor, the impact of each factor oneach behavior and the impact of each behavior on thehealth goal. Select only those that have the greatestimpact.• Consider the evidence. Review research when assessingwhich activities, risk and protective factors andbehaviors are most important in addressing a healthgoal.• Be very specific. For example, when choosing a healthgoal, specify the particular health outcome and thepopulation to be targeted (e.g., a particular agegroup in a particular geographic area). When choosingbehaviors, identify the specific behavior, not abroader behavior. (For example, do not specify “reducingunprotected sex” as a behavior. Instead, break itdown into abstaining, using condoms, having mutuallymonogamous partners, using contraception, etc.)When choosing activities, describe them sufficiently sothat readers can understand how they will affect theirtargeted factors.• Call for back-up. Identify multiple activities to changeeach important risk or protective factor. (Create amatrix to help with this as described in Chapter 10.)• Know your target. Complete all of these activities witha thorough knowledge of the particular population ofyoung people, their community, their culture and theircharacteristics always in mind.• Widen your perspective. Involve multiple people inthe development of your logic model. Include peoplewith different areas of expertise, such as knowledgeabout adolescent sexual behavior, psychosocialtheories of behavior change, factors affecting sexualbehavior, effective instructional strategies, youth culture,community values and research on sex educationprograms.• Use the logic model as a tool. Use your logic modelnot only to develop an effective program, but toexplain it to other stakeholders and to train staff whoimplement it.• Monitor progress. Over time, conduct evaluations toassess your logic model and program, using the datato update and improve them.Chapter 2 Creating a Logic Model and Learning Objectives 11
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Table5-4Examples of Survey Items fr
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Activity 5-4“Dear Abby”Descript
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Is there a gap between perceptions
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Situations That May Lead to Unwante
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Activity 9-3Human Sexuality Board G
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10 ConclusionsKeys to Reducing Sexu
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sexual minority youth and pressure
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Science-Based Practices: A Guide fo
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National Longitudinal Study of Adol
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Changing Social Normshttp://www.etr
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Advocates for Youth, Young Women of
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ReferencesAbelson, R., and Prentice
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Coyle, K. (2006). All4You2! Prevent
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Lapsey, D.K. (1993). Toward an inte
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Weed, S.E., Olsen, J.A., DeGaston,