HEALTH PROGRAMS 2026/2027 | CEPH Competencies &
CDC Evaluation Framework | Editable PDF | Pass
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Section 1: Program Monitoring: Indicators, Data Collection &
Performance Measurement (Q1-25)
Q1. A community health program manager is tracking the number of participants
who attend at least 80% of scheduled diabetes prevention education sessions over a
6-month period. This metric best represents which type of indicator?
A. Reach indicator
B. Dose received indicator
C. Fidelity indicator
D. Outcome indicator
Rationale: Dose received measures the extent to which participants actively engage
with program components (attendance, participation level). Reach measures
exposure to the program; fidelity measures delivery quality; outcomes measure
changes in knowledge, behavior, or health status.
Correct Answer: B
Q2. A county health department monitors its maternal-child health program using
the indicator: "Percentage of pregnant women in the service area who receive at least
one prenatal care visit in the first trimester." Which SMART criterion is most clearly
demonstrated by this indicator?
A. Specific and Measurable
B. Achievable and Relevant
,C. Time-bound and Actionable
D. All SMART criteria are equally demonstrated
Rationale: This indicator is specific (prenatal care in first trimester), measurable
(percentage), achievable (based on existing data systems), relevant (maternal-child
health goal), and time-bound (first trimester). While all SMART criteria apply, the
specificity and measurability are most immediately evident in the precise definition.
Correct Answer: A
Q3. A community health worker program collects data on home visits conducted
monthly. The data show 450 visits in January, 380 in February, and 520 in March.
Which monitoring function is being performed?
A. Outcome evaluation
B. Performance monitoring
C. Impact assessment
D. Cost-effectiveness analysis
Rationale: Tracking the volume of program activities (home visits) over time is
performance monitoring, which tracks implementation outputs. Outcome evaluation
and impact assessment measure changes in participant conditions; cost-effectiveness
analysis compares costs to outcomes.
Correct Answer: B
Q4. A tobacco cessation program defines its target population as "all adults aged 18-
65 who smoke at least 10 cigarettes daily in Jefferson County." This definition is
critical for which monitoring component?
A. Determining the program budget
B. Calculating program reach and coverage
C. Selecting the evaluation design
D. Identifying funding sources
,Rationale: Defining the target population precisely allows calculation of reach
(proportion of target population exposed) and coverage (proportion who receive
services). Without a clear denominator, reach cannot be calculated accurately.
Budget, design, and funding are not directly dependent on this definition.
Correct Answer: B
Q5. A community mental health program uses both administrative data (clinic
attendance records) and participant self-report surveys (perceived stress scales) to
monitor program engagement. This approach exemplifies which data quality
principle?
A. Data triangulation
B. Data minimization
C. Data standardization
D. Data aggregation
Rationale: Triangulation involves using multiple data sources or methods to validate
findings and improve credibility. Combining administrative records with self-reports
strengthens the evidence base. Minimization reduces collection; standardization
ensures consistency; aggregation combines data points.
Correct Answer: A
Q6. A diabetes prevention program monitors "percentage of participants who
achieve a 5% weight reduction at 6 months." The program achieves 45% success
against a target of 50%. Which interpretation is most appropriate for monitoring
purposes?
A. The program has failed and should be discontinued
B. The program is approaching target and may require mid-course adjustments
C. The target was set too low and should be increased to 60%
D. The 5% difference is within acceptable statistical error
, Rationale: Monitoring data showing performance near but below target should
trigger program review and potential adjustments rather than termination. Targets
are benchmarks for improvement, not absolute pass/fail criteria. A 5% gap warrants
investigation into barriers and facilitators.
Correct Answer: B
Q7. A community health program collects data through electronic health records
(EHRs), paper surveys, and mobile phone-based reporting. Which challenge is most
likely to affect data quality?
A. Excessive data volume
B. Inconsistent data formats and integration difficulties
C. Participant refusal rates
D. Insufficient statistical power
Rationale: Multiple data collection modalities create integration challenges when
formats, definitions, and systems are incompatible. This affects timeliness,
completeness, and accuracy of monitoring data. Volume, refusal rates, and power are
separate issues not directly caused by multimodal collection.
Correct Answer: B
Q8. A program monitoring system tracks "number of referrals made to smoking
cessation services" but does not track whether referrals were completed. What type
of monitoring gap exists?
A. Input monitoring gap
B. Process monitoring gap
C. Outcome monitoring gap
D. Fidelity monitoring gap
Rationale: Tracking referrals made (output) without tracking completion (outcome)
represents a process-to-outcome gap. The system captures program activity but
misses whether the activity produced the intended result. Fidelity monitoring would