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Health Education study materials
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Health Education practice questions

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Question 1Assessment

A health education program reports that participants' mean knowledge score rose from 62 to 78 after the intervention. Which evaluation focus does this finding primarily address?

  1. Cost-benefit evaluation comparing expenses to savings
  2. Process evaluation measuring fidelity of delivery
  3. Formative evaluation conducted before program launch
  4. Outcome evaluation measuring change in knowledge Correct answer.

Explanation

Outcome evaluation assesses changes in participants that the program intends to produce, such as knowledge, attitudes, or behaviors. A before-and-after knowledge score directly reflects that intended change. Process evaluation instead examines how the program was delivered, and formative work precedes implementation.

Question 2Assessment

A health educator wants to confirm that a new questionnaire yields consistent results when the same respondents complete it twice within two weeks without intervention. Which property is being tested?

  1. Criterion validity
  2. Internal consistency
  3. Content validity
  4. Test-retest reliability Correct answer.

Explanation

Test-retest reliability examines whether an instrument produces stable scores across repeated administrations when no real change is expected. Administering the same measure twice to the same people within a short interval is the standard design for this check. The other properties concern item coverage, agreement with an external standard, or coherence among items.

Question 3Assessment

In planning a community program, a health educator gathers local census data, hospital discharge records, and focus group input to identify priority health problems. This activity belongs to which planning step?

  1. Selecting instructional strategies
  2. Writing measurable objectives
  3. Piloting the intervention
  4. Conducting a needs assessment Correct answer.

Explanation

A needs assessment systematically collects data to identify gaps between current and desired health status in a population. Census data, discharge records, and focus groups are classic needs-assessment sources. Objectives, strategies, and piloting come later, once priorities are established.

Question 4Assessment

Which statement is a correctly written measurable behavioral objective for a health education session?

  1. Participants will understand the importance of hydration during exercise.
  2. By the end of the session, 80% of participants will list three signs of heat exhaustion. Correct answer.
  3. Participants will appreciate the risks of dehydration in hot weather.
  4. Participants will learn about heat-related illness in a one-hour class.

Explanation

A measurable objective specifies a condition, a performance, and a criterion. Listing three signs by the session's end gives an observable action and a clear standard. Verbs such as understand, appreciate, and learn describe internal states that cannot be directly observed or counted.

Question 5Assessment

A health educator applies the Health Belief Model and finds that community members believe hypertension is serious but say they face no personal risk. Which construct should the program target?

  1. Cues to action
  2. Perceived barriers
  3. Perceived susceptibility Correct answer.
  4. Self-efficacy

Explanation

Perceived susceptibility refers to a person's belief about the likelihood of personally experiencing a health threat. Members who see hypertension as serious but not personally relevant hold low perceived susceptibility. Barriers, cues, and self-efficacy address different mechanisms in the model.

Question 6Assessment

A program planner wants a theory that emphasizes how behavior, personal factors, and the social environment influence each other reciprocally. Which framework best fits this requirement?

  1. Health Belief Model
  2. Social Cognitive Theory Correct answer.
  3. Precaution Adoption Process Model
  4. Transtheoretical Model

Explanation

Social Cognitive Theory describes reciprocal determinism, in which behavior, personal cognition, and environmental factors continuously influence one another. It also emphasizes observational learning and self-efficacy. The other frameworks focus on beliefs, stage progression, or decision stages rather than triadic reciprocity.

Question 7Assessment

A program uses a written pre-test and post-test with the same group of participants and no comparison group. Which conclusion is most defensible?

  1. The program definitively caused the observed knowledge gains.
  2. Observed changes may reflect maturation or testing effects as well as the program. Correct answer.
  3. The design eliminates history as a threat to internal validity.
  4. The results can be generalized to the entire community population.

Explanation

A single-group pre-post design lacks a comparison condition, so maturation, testing effects, history, and other threats can explain observed change. The design cannot isolate the program as the cause. Generalizing to a wider population is also unsupported without representative sampling.

Question 8Assessment

A health educator is choosing between a lecture and a small-group skills practice for teaching blood pressure self-monitoring. Which consideration most strongly favors the skills practice format?

  1. The audience is large and the budget is very limited
  2. The setting lacks equipment for hands-on activities
  3. The objective requires psychomotor skill performance with feedback Correct answer.
  4. The content is entirely factual and needs rapid coverage

Explanation

When the objective targets a psychomotor skill, learners need supervised practice and corrective feedback, which small-group formats provide. Method selection should align with the learning domain and objective. Lectures suit factual coverage, and resource limits may constrain but do not justify mismatching method to objective.

Question 9Assessment

A health educator wants to improve reach of a smoking cessation program among young adult men who rarely attend clinic-based sessions. Which delivery channel is most consistent with a social marketing approach?

  1. Requiring physician referral before any program enrollment
  2. Mailing letters to all registered patients regardless of age or sex
  3. Holding sessions only during weekday clinic hours
  4. Placing targeted messages and sign-up options on platforms the audience already uses Correct answer.

Explanation

Social marketing begins with audience research and places the offer where the priority group already is, reducing cost and effort for them. Channels the audience already uses improve reach and exchange value. Untargeted mailings, referral barriers, and inconvenient scheduling increase rather than reduce barriers.

Question 10Assessment

A health educator is building a coalition to address childhood obesity. Which action best reflects the principle of broad stakeholder engagement?

  1. Announcing decisions to community partners after the plan is finalized
  2. Inviting schools, parents, parks staff, and local retailers to share decision-making early Correct answer.
  3. Recruiting only organizations that already agree with the proposed plan
  4. Limiting membership to health department staff to speed decisions

Explanation

Coalitions are strongest when diverse sectors affected by the problem participate in setting direction from the outset. Early shared decision-making builds ownership and brings resources and perspectives that a single agency lacks. Narrow membership or late notification undermines engagement.

Question 11Assessment

A health education specialist reviews a program and finds that the intervention was delivered as designed in 95% of sessions, but participant attendance was low. Which statement best interprets these findings?

  1. Fidelity was high while reach was limited, so both delivery and recruitment need review Correct answer.
  2. Reach was high but dose received was inadequate, indicating a need to shorten sessions
  3. Fidelity was low and reach was high, indicating a need to retrain educators
  4. Both fidelity and reach were high, so the program should be scaled up unchanged

Explanation

Fidelity refers to delivering the program as intended, whereas reach concerns the proportion of the target population that participates. High fidelity with low attendance means the program was delivered well but few people received it. Improvement efforts should address recruitment and access alongside delivery quality.

Question 12Assessment

A program planner wants to apply the PRECEDE-PROCEED model. Which sequence correctly reflects its logic?

  1. Design the intervention first, then identify the target population and its needs
  2. Assess social, epidemiological, behavioral, and environmental factors, then design and evaluate the intervention Correct answer.
  3. Select instructional methods first, then conduct a community needs assessment
  4. Evaluate outcomes first, then set objectives based on results

Explanation

PRECEDE-PROCEED begins with diagnostic phases that examine social, epidemiological, behavioral, and environmental factors before moving to educational and administrative diagnosis. Intervention design and evaluation follow this diagnostic work. The model is explicitly needs-driven rather than intervention-first.

Question 13Assessment

A health educator wants to measure decisional balance within the Transtheoretical Model. Which pair of constructs should the instrument assess?

  1. Severity of the health threat and general health motivation
  2. Observational learning and behavioral capability
  3. Perceived benefits of changing and perceived costs of changing Correct answer.
  4. Perceived norms and perceived behavioral control

Explanation

Decisional balance in the Transtheoretical Model weighs the pros and cons of changing behavior. Instruments typically measure perceived benefits against perceived costs. Threat appraisal, observational learning, and norms with behavioral control belong to other theories.

Question 14Assessment

A health education program is required to protect participant information collected during screening. Which practice best reflects appropriate data management?

  1. Share full participant records with all program partners for transparency
  2. Store identifiers separately from data and limit access to staff who need it Correct answer.
  3. Keep paper forms in an unlocked cabinet for easy staff retrieval
  4. Collect only identifying information and omit health measures

Explanation

Separating identifiers from analytic data and restricting access to those with a need to know reduces the risk of disclosure. This reflects the principle of minimum necessary access. Broad sharing, unlocked storage, and collecting only identifiers all increase privacy risk without supporting program aims.

Question 15Assessment

An educator wants to increase the likelihood that a community will sustain a new walking program after grant funding ends. Which strategy best supports sustainability?

  1. Keep all planning and leadership within the original grantee
  2. Rely entirely on grant funds for staffing and supplies
  3. Delay planning for continuation until the final grant month
  4. Build local partnerships and embed the program in an existing organization's routine Correct answer.

Explanation

Sustainability improves when programs are institutionalized within existing organizations and supported by local partnerships and resources. Embedding the program in routine operations reduces dependence on a single funding stream. Sole reliance on grants, centralized control, and last-minute planning all weaken continuation prospects.

Question 16Assessment

A health educator is adapting an evidence-based program for a new cultural community. Which approach best reflects appropriate adaptation?

  1. Change core components freely to match staff preferences
  2. Implement the original program without any modification
  3. Discard the evidence base and design entirely new content
  4. Retain core components while adjusting surface elements such as language and examples Correct answer.

Explanation

Fidelity-consistent adaptation preserves the program's core components, which carry the evidence of effectiveness, while modifying surface structure such as language, imagery, and delivery context. Changing core elements risks losing effectiveness, and refusing all adaptation can reduce relevance and acceptance.

Question 17Assessment

A program serves a community where many residents speak a language other than the dominant one and have limited literacy. Which combination of strategies best supports health literacy?

  1. Rely on technical terminology to convey authority
  2. Use plain language, translated materials, and teach-back to confirm understanding Correct answer.
  3. Distribute dense written handouts in the dominant language only
  4. Provide information once, verbally, without checking comprehension

Explanation

Health literacy support combines plain language, language access, and interactive confirmation of understanding such as teach-back. These strategies reduce demands on readers and verify that messages were received correctly. Dense single-language handouts, jargon, and one-way delivery all raise barriers.

Question 18Assessment

An evaluation uses a comparison group that was not randomly assigned and differed from the intervention group at baseline. Which analytic approach best addresses this threat?

  1. Drop the comparison group and analyze the intervention group alone
  2. Report only post-test means without any adjustment
  3. Adjust statistically for baseline differences between groups Correct answer.
  4. Assume baseline differences are irrelevant to outcomes

Explanation

When groups are non-equivalent at baseline, statistical adjustment for those differences reduces confounding in the estimated effect. Ignoring baseline differences or discarding the comparison group weakens the ability to attribute change to the program. Adjustment does not fully equal randomization but improves interpretability.

Question 19Assessment

A health educator wants an instrument that adequately samples all content areas of a diabetes self-management curriculum. Which validity evidence is most relevant?

  1. Content validity established through expert and curriculum review Correct answer.
  2. Test-retest reliability across two administrations
  3. Criterion validity against a lab biomarker
  4. Internal consistency measured by coefficient alpha

Explanation

Content validity concerns whether an instrument's items represent the full domain of the construct or curriculum being assessed. Expert review and comparison against curriculum content directly address that question. Reliability coefficients and biomarker comparisons answer different questions.

Question 20Assessment

A coalition wants to set priorities among several health problems. Which approach best combines objective data with community values?

  1. Choose the problem the lead agency finds easiest to address
  2. Select the problem with the highest media coverage
  3. Prioritize based solely on staff interest and available materials
  4. Rank problems using both incidence data and community ranking exercises Correct answer.

Explanation

Sound prioritization blends epidemiologic indicators with community perceptions so that both magnitude and community salience are considered. Structured ranking exercises give residents a voice alongside objective data. Media attention, staff convenience, and internal interest alone are insufficient criteria.

Question 21Assessment

An educator designs a program for a population with low perceived self-efficacy for physical activity. Which intervention component is most directly aligned with Social Cognitive Theory?

  1. Distribution of pedometers without instruction or follow-up
  2. Fear appeals emphasizing severe consequences of inactivity
  3. Structured mastery experiences with gradually increasing activity goals Correct answer.
  4. Lectures on national physical activity guidelines

Explanation

Within Social Cognitive Theory, mastery experiences are the strongest source of self-efficacy. Gradually increasing goals lets participants succeed and build confidence. Fear appeals, guideline lectures, and unaccompanied devices do not directly build the efficacy beliefs targeted.

Question 22Assessment

A program's outcome evaluation shows no overall effect, but subgroup analysis suggests benefit for participants who attended at least six of eight sessions. Which interpretation is most appropriate?

  1. The program is proven effective for all participants
  2. Subgroup results confirm causality without further study
  3. Dose-response findings are hypothesis-generating and require cautious reporting given selection bias Correct answer.
  4. The null overall result should be discarded as an error

Explanation

Participants who attend more sessions may differ systematically from low attenders, so subgroup differences can reflect self-selection rather than program effect. Such findings are best framed as hypothesis-generating and examined in stronger designs. Discarding the overall result or claiming proof overstates the evidence.

Question 23Assessment

A health educator must choose an evaluation design for a program with limited resources and no ability to withhold services from a control group. Which design best balances feasibility and inferential strength?

  1. Interrupted time series comparing trends before and after implementation Correct answer.
  2. Single post-test survey administered only to participants
  3. Anecdotal staff reports of perceived success
  4. Randomized controlled trial with a no-service control group

Explanation

An interrupted time series uses multiple observations before and after implementation, allowing examination of trend changes while serving all participants. It strengthens inference over a single post-test without requiring a withheld-service control. Anecdotes are weak evidence, and a no-service control is ruled out by the constraint.

Question 24Planning

In program planning, a needs assessment that collects existing birth certificate and hospitalization data is best described as which type of data source?

  1. Secondary data Correct answer.
  2. Primary data
  3. Qualitative interview data
  4. Formative evaluation data

Explanation

Secondary data are already collected by another party for a different purpose, such as vital statistics or hospital discharge records, and the planner reuses them. Primary data would require the planner to gather new information directly from participants.

Question 25Planning

A planning committee writes: 'By June 2027, the district will reduce adolescent vaping prevalence by 15% among students in grades 9-12.' In program planning this statement is best classified as which element?

  1. An implementation strategy
  2. A process objective
  3. A needs statement
  4. An outcome objective Correct answer.

Explanation

An outcome objective specifies a measurable change in health status or behavior expected by a deadline in a defined population. Because it names a change in prevalence rather than a count of activities delivered, it is an outcome objective.

Question 26Planning

Which planning model is characterized by first identifying and prioritizing health problems, then analyzing behavioral and environmental risk factors, and finally designing an intervention matched to predisposing, enabling, and reinforcing factors?

  1. PRECEDE-PROCEED Correct answer.
  2. Health Belief Model
  3. RE-AIM
  4. Diffusion of Innovations

Explanation

PRECEDE-PROCEED is a planning framework that moves from epidemiological diagnosis through behavioral and environmental diagnosis to educational and administrative diagnosis before implementation. Its signature feature is sorting influences into predisposing, enabling, and reinforcing factors.

Question 27Planning

A planner convenes a group of community residents, agency staff, and local leaders who meet repeatedly over several months to review data, set priorities, and recommend a program. This group is best termed which of the following?

  1. A community forum
  2. An advisory committee Correct answer.
  3. A key informant panel
  4. A focus group

Explanation

An advisory committee is a standing group that provides ongoing guidance across the planning process and typically includes representatives of stakeholders and the target population. Its defining feature is sustained involvement in advising the program, not one-time data collection.

Question 28Planning

When prioritizing health problems for a new program, a planning team ranks issues by the number of people affected, the seriousness of consequences, and whether an effective intervention exists. This approach most closely reflects which prioritization criterion set?

  1. Community readiness, coalition capacity, and funding
  2. Cost, staff availability, and political support
  3. Prevalence, incidence, and case fatality
  4. Magnitude, severity, and feasibility of intervention Correct answer.

Explanation

Prioritization commonly weighs how many people are affected (magnitude), how serious the problem is (severity), and whether the problem is solvable with available strategies (feasibility). These criteria help planners decide which need to address first.

Question 29Planning

In a PRECEDE-PROCEED planning process, which phase corresponds to identifying the specific health problem and its epidemiological burden in the target population?

  1. Epidemiological diagnosis Correct answer.
  2. Social diagnosis
  3. Administrative and policy diagnosis
  4. Educational and ecological diagnosis

Explanation

Epidemiological diagnosis identifies the health problems and their distribution in the population, using data such as incidence and mortality. Social diagnosis precedes it by examining quality-of-life concerns.

Question 30Planning

A program planner wants to estimate the proportion of adults in a county who meet physical activity guidelines and plans to select participants so that every adult on a comprehensive list has an equal chance of inclusion. Which sampling approach is being used?

  1. Simple random sampling Correct answer.
  2. Quota sampling
  3. Snowball sampling
  4. Convenience sampling

Explanation

Simple random sampling gives every member of a defined sampling frame an equal and independent chance of selection. It supports generalization from the sample to the county population.

Question 31Planning

A health education program is being planned for a population with limited literacy and low trust in institutions. Which planning decision best reflects the principle of cultural and linguistic appropriateness?

  1. Involve community members in reviewing messages and use teach-back to confirm understanding Correct answer.
  2. Translate materials word for word from the original English version
  3. Rely on a single community leader to deliver all messages
  4. Distribute materials only at clinics to ensure clinical oversight

Explanation

Cultural and linguistic appropriateness requires more than literal translation; members of the intended audience should shape messages and materials, and comprehension should be verified with techniques such as teach-back. This builds trust and readability for populations with limited literacy.

Question 32Planning

A coalition planning a diabetes prevention program has strong community interest but very limited funding and no dedicated staff time. According to a resource-based feasibility analysis, which action is most appropriate?

  1. Abandon planning until funding matches the full program budget
  2. Scale the intervention to a feasible core component and plan for phased expansion Correct answer.
  3. Proceed with the full evidence-based program as designed and seek volunteers later
  4. Reduce evaluation to save costs and keep the full intervention

Explanation

Feasibility analysis matches program scope to available resources, so a realistic plan scales to a deliverable core and phases in expansion as capacity grows. Proceeding with an unfunded full design or eliminating evaluation undermines sustainability and accountability.

Question 33Planning

A planner uses a logic model. Which sequence correctly represents the typical left-to-right flow of its components?

  1. Outcomes, outputs, activities, inputs
  2. Activities, inputs, outcomes, outputs
  3. Inputs, activities, outputs, outcomes Correct answer.
  4. Outputs, outcomes, inputs, activities

Explanation

A logic model links resources invested (inputs) to what the program does (activities), what it produces (outputs), and the resulting changes (outcomes). This causal chain shows how resources are expected to produce results.

Question 34Planning

During planning, a team specifies that a program will be delivered in 10 weekly 60-minute sessions to groups of 12 participants, using a scripted curriculum and trained facilitators. This level of specification belongs to which planning product?

  1. The needs assessment summary
  2. The budget narrative
  3. The evaluation report
  4. The intervention protocol Correct answer.

Explanation

An intervention protocol documents the standardized content, dose, delivery format, and facilitator qualifications so the program can be replicated consistently. It is the operational blueprint for implementation.

Question 35Planning

A planning team must choose between two evidence-based curricula. One has stronger evidence but requires 12 sessions; the other has moderate evidence and fits within the 6 sessions the partner agency can host. Which planning principle should guide the decision?

  1. Balance evidence strength with fit to the setting, population, and available delivery capacity Correct answer.
  2. Always select the intervention with the strongest evidence regardless of context
  3. Defer the decision to whichever partner offers the most funding
  4. Choose the shorter curriculum because brevity always improves attendance

Explanation

Evidence-based planning requires weighing the strength of evidence against contextual fit, including the delivery setting, population needs, and organizational capacity. Selecting an intervention that cannot be delivered as tested undermines fidelity and effectiveness.

Question 36Planning

In planning, a 'predisposing factor' in the PRECEDE framework refers to which of the following?

  1. Skills, resources, and barriers that facilitate or hinder behavior
  2. Rewards or feedback from others that sustain behavior
  3. Policies and organizational rules that regulate behavior
  4. Knowledge, attitudes, beliefs, and perceived needs that motivate behavior Correct answer.

Explanation

Predisposing factors are the cognitive and affective antecedents of behavior, including knowledge, attitudes, beliefs, and perceived needs. They provide the motivation or rationale for acting.

Question 37Planning

A planner wants to determine the reach of a program and whether it is being delivered as intended before measuring long-term health outcomes. Which evaluation type should be planned first?

  1. Outcome evaluation
  2. Cost-benefit analysis
  3. Summative evaluation
  4. Process evaluation Correct answer.

Explanation

Process evaluation monitors reach, dose delivered, fidelity, and participant satisfaction during implementation. It is conducted before or alongside outcome evaluation so that outcome results can be interpreted against actual delivery.

Question 38Planning

A planning committee must set a priority among three health issues. Which planning action best supports an equitable, defensible prioritization decision?

  1. Ranking issues solely by the number of cases identified in clinic records
  2. Choosing the issue that staff find most interesting to address
  3. Applying explicit, pre-agreed criteria with community input and documenting the rationale Correct answer.
  4. Selecting the issue favored by the largest funding source without discussion

Explanation

Transparent prioritization uses criteria agreed in advance, incorporates community voice, and records the reasoning so decisions can be reviewed and defended. This reduces bias and improves buy-in among stakeholders.

Question 39Planning

A program planner is designing a community health worker intervention for a rural county with dispersed residents and few clinics. Which planning consideration is most directly relevant to intervention design?

  1. Selecting a random sample for the baseline survey
  2. Matching the delivery channel and workforce to geographic access barriers Correct answer.
  3. Determining the program's tax-exempt status
  4. Choosing a statistical test for the outcome analysis

Explanation

Intervention design must align delivery channels and staffing with the population's access barriers, so a dispersed rural population may benefit from community-based lay health workers. This addresses reach and practical fit.

Question 40Planning

A planner proposes using a validated health literacy screener with a small sample to estimate the proportion of clients with limited health literacy. Which property must the screener have to be useful for this purpose?

  1. High inter-rater reliability among program staff
  2. Evidence of validity and acceptable sensitivity and specificity for the target population Correct answer.
  3. A short completion time of under two minutes
  4. Availability in only one language

Explanation

An instrument used to estimate a population characteristic must demonstrate validity and adequate sensitivity and specificity in the population of interest. Short administration time is convenient but secondary to accuracy.

Question 41Planning

A planning team is adapting an evidence-based program for a new population. Which action best preserves fidelity while allowing cultural adaptation?

  1. Implementing the program exactly as tested with no changes of any kind
  2. Changing the core content and dose to match local preferences
  3. Retaining core components and adapting surface features such as language, examples, and setting Correct answer.
  4. Removing the evaluation component to make room for adaptations

Explanation

Fidelity-consistent adaptation keeps the program's core components and mechanisms intact while adjusting surface features like language, imagery, and delivery context. This balances cultural relevance with the evidence base.

Question 42Planning

A planner argues that a program should be adopted because it has been shown effective in a randomized trial, yet the trial enrolled insured urban adults while the target population is uninsured rural adolescents. What is the central planning concern?

  1. Statistical power of the planned evaluation
  2. External validity and generalizability Correct answer.
  3. Internal validity of the original trial
  4. Reliability of the outcome measure

Explanation

External validity concerns whether findings from one study population and setting apply to another. Differences in insurance status, geography, and age raise questions about whether the trial's effects will transfer.

Question 43Planning

A planning team must estimate the budget for a multi-year program. Which approach best supports a defensible budget justification to a funder?

  1. Excluding personnel costs because they are difficult to predict
  2. Building a line-item budget tied to planned activities and staffing with stated assumptions Correct answer.
  3. Applying a flat percentage increase to last year's total without itemization
  4. Estimating costs from a single vendor quote without comparison

Explanation

A defensible budget itemizes costs by activity and staffing, ties each line to the program plan, and states the assumptions behind estimates. This lets reviewers verify that requested funds match planned work.

Question 44Planning

A coalition plans a program in a community where a previous outside-led initiative failed and residents are skeptical. Which planning strategy best reflects the principle of community ownership?

  1. Contracting all decisions to an external evaluation firm
  2. Presenting a finished program design and asking residents to endorse it
  3. Engaging residents early in defining the problem and co-designing the intervention Correct answer.
  4. Limiting resident involvement to data collection for the needs assessment

Explanation

Community ownership means residents share power in defining problems and shaping solutions from the outset, which builds trust and relevance. Token endorsement or data-only roles reproduce the dynamics that undermined the earlier initiative.

Question 45Planning

A planner is choosing between a pretest-posttest single-group design and a comparison-group design for evaluating a new program. Which consideration most strongly favors the comparison-group design?

  1. It reduces threats to internal validity such as maturation and secular trends Correct answer.
  2. It requires fewer resources and less time
  3. It guarantees that the program caused any observed change
  4. It eliminates the need for a process evaluation

Explanation

A comparison group helps distinguish program effects from maturation, history, and other secular changes that could produce the same result in a single group. It strengthens causal inference, though it does not by itself prove causation.

Question 46Planning

A planning team is selecting indicators for a program aimed at improving nutrition among older adults. Which set of indicators best reflects a balanced measurement plan?

  1. Fruit and vegetable intake, workshop attendance and fidelity, and participant satisfaction Correct answer.
  2. The program's total budget and staff hours
  3. Only the number of workshops delivered
  4. Only participants' self-reported satisfaction

Explanation

A balanced measurement plan includes outcome indicators (such as dietary intake), process indicators (attendance and fidelity), and participant experience measures. Combining these levels allows planners to interpret outcomes in light of implementation.

Question 47Implementation

A health education program has defined its priority population, drafted measurable objectives, and selected a theory. Which implementation activity should come next to convert these plans into a workable delivery schedule?

  1. Conducting the final summative evaluation of the program
  2. Recruiting participants by randomizing them into control groups
  3. Publishing the program's outcome results in a journal
  4. Creating a detailed action plan with tasks, responsible persons, timelines, and resources Correct answer.

Explanation

Implementation begins once goals, objectives, and theory are settled; the next step is translating them into an operational action plan that assigns responsibilities, deadlines, and resources for each activity. Summative evaluation and publication occur after delivery, so they cannot logically precede the work plan.

Question 48Implementation

In the RE-AIM framework, which dimension refers to the proportion and representativeness of the eligible population that actually takes part in an intervention?

  1. Adoption
  2. Maintenance
  3. Effectiveness
  4. Reach Correct answer.

Explanation

Reach measures the percentage and characteristics of eligible individuals who participate, capturing how far an intervention penetrates its target population. Effectiveness concerns outcomes, adoption concerns settings and delivery agents, and maintenance concerns long-term persistence.

Question 49Implementation

A district health educator needs community partners to co-own an upcoming diabetes prevention program. Which implementation strategy best builds that shared ownership before launch?

  1. Hiring an external consultant to make all implementation decisions
  2. Forming a coalition that shares decision-making on planning, resources, and roles Correct answer.
  3. Distributing a one-time informational memo about the program's benefits
  4. Delivering the curriculum first and inviting partners to observe afterward

Explanation

Shared ownership grows when partners participate in decisions about goals, resources, and responsibilities, which is the defining function of a coalition. One-way communication or unilateral external control keeps partners in a passive role and weakens commitment.

Question 50Implementation

A program's logic model shows inputs and activities but stops there. Which addition would most improve its usefulness for implementation monitoring?

  1. A list of the funding sources written in narrative form
  2. Short-term outputs and measurable outcomes linked to each activity Correct answer.
  3. A statement of the long-term mission of the parent organization
  4. A bibliography of the theoretical literature reviewed

Explanation

A logic model becomes an implementation and monitoring tool when it connects activities to concrete outputs and to short-term and longer-term outcomes, making it possible to track progress. Funding narratives, mission statements, and bibliographies do not establish those causal linkages.