BUSI 444 Week 5 Discussion Board Forum 3 Example

Reviewed by Thomas Kerrigan, MBA, CPA · Liberty University · Updated

This BUSI 444 Week 5 sample discussion takes up the chapter on training evaluation and argues that most organizations measure the wrong thing. The thread explains why end-of-course satisfaction surveys, often called smile sheets, cannot show whether training worked, citing pooled research that found trainees' reactions only loosely tied to what they learned and later did on the job. It then lays out a practical evaluation plan that measures learning, behavior and results with a comparison group. The reply responds to a classmate who wants to drop reaction surveys altogether, using a review of research on trainee reactions to show what they can and cannot tell an organization. Liberty University BUSI 444 counts the forum for 100 points; BS in Business Administration students take Reading Quiz 2 the same week.

CourseBUSI 444 Human Resource Development (BUSI444)
Module/Week5
AssignmentDiscussion Board Forum 3
Paper typeDiscussion thread with one reply
Lengthabout 683 words (thread and replies). Course guide: a thread of 400 to 500 words demonstrating course-related knowledge and a reply of 250 to 350 words to 1 classmate
FormatAPA 7 citations and reference list
Points100
SchoolLiberty University Online
ProgramBS in Business Administration
Where it sitsModule/Week 5 in Liberty's published BUSI 444 course guide; current sections can differ
UpdatedOctober 2026

Free sample paper for BUSI 444 Week 5

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Discussion Board Forum 3: Training Evaluation

BUSI 444 Human Resource Development, Discussion Board Forum 3 Thread and Reply

Thread by [Student Name]

The forum prompt and the classmate are composites; the textbook and the research cited are real.

Thread

Why this part earns its pointsThe thread starts from common practice and shows, with evidence, why it falls short.
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At the end of most training sessions, participants fill out a short survey asking whether they enjoyed the course, whether the trainer was clear and whether the room was comfortable. These surveys are easy to collect, and many organizations stop there. I want to argue that they cannot tell an organization whether training worked.

Noe (2020) describes several kinds of training outcomes: reactions, or how trainees felt about the training; learning, or the knowledge and skills they gained; behavior, or whether they use the skills on the job; and results, or the payoff for the organization. Each answers a different question, and only the later ones show whether the training changed performance.

The research shows that reactions are a poor substitute for the others. Pooling studies that measured several training outcomes at once, Alliger et al. (1997) found that trainees' reactions, especially general measures of whether they liked the training, were only weakly related to how much they learned and to how they later behaved on the job. Reactions that asked how useful the training was showed somewhat stronger links. A course people enjoy may teach little, and a demanding course may teach a great deal.

A better plan measures several outcomes and includes a comparison. Suppose a company trains its first-line supervisors in giving feedback. It could test supervisors' knowledge of the feedback model before and after the course, ask their employees to rate how often supervisors give specific feedback before the course and three months later, and track results such as employee turnover in supervisors' teams. Training half the supervisors first and the other half a quarter later would create a comparison group, so the company could tell whether changes came from the training or from other events. Noe (2020) describes this kind of design as a way to rule out alternative explanations.

None of this requires an elaborate research budget. It requires deciding, before training begins, what success would look like and how it will be measured.

Results matter most to leaders, but they are also the hardest to link to training, because so many other things affect turnover, sales or quality. That is why the comparison group is worth the small delay it causes. When the first group of supervisors shows lower turnover than the second group over the same quarter, the company has evidence it can present with confidence, and when it does not, the company learns that the course needs work before it is offered again.

Reply to Jamie

Why this part earns its pointsThe reply qualifies the classmate's position rather than rejecting it.
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Jamie, you suggested dropping reaction surveys entirely because they only measure whether people had a good time, and I agree that many organizations rely on them far too much. I would keep them, though, in a different form.

Sitzmann et al. (2008) combined the research on how trainees react to programs and found that reactions were related to trainees' motivation, self-efficacy and post-training intentions, but only modestly related to learning outcomes, and that they should not be treated as a substitute for measuring learning. Reactions still carry useful information: they can reveal whether trainees saw the training as relevant and whether something about the delivery got in the way.

The key is to ask better questions. Instead of asking whether participants enjoyed the course, a survey can ask whether they expect to use specific skills in the next month, which parts felt least relevant to their jobs and what might stop them from applying what they learned. Noe (2020) notes that such information helps designers improve programs. Those answers can then be checked against the behavior measures you proposed. A short follow-up also gives trainees a nudge to use what they learned, since being asked about it is a reminder. Over several programs, the company could compare follow-up answers with supervisors' observations and learn which reaction questions best predict real change, keeping those and dropping the rest. Keeping the survey to five or six questions would also respect participants' time and raise response rates, which makes the answers more representative of the whole group. Would your company be willing to add a short follow-up survey a month after training as well?

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References

Alliger, G. M., Tannenbaum, S. I., Bennett, W., Jr., Traver, H., & Shotland, A. (1997). A meta-analysis of the relations among training criteria. Personnel Psychology, 50(2), 341-358. https://doi.org/10.1111/j.1744-6570.1997.tb00911.x

Noe, R. A. (2020). Employee training and development (8th ed.). McGraw-Hill Education.

Sitzmann, T., Brown, K. G., Casper, W. J., Ely, K., & Zimmerman, R. D. (2008). A review and meta-analysis of the nomological network of trainee reactions. Journal of Applied Psychology, 93(2), 280-295. https://doi.org/10.1037/0021-9010.93.2.280

What the BUSI 444 Week 5 instructions ask

The fifth module/week of BUSI 444 centers on chapter 6 of Noe and training evaluation, with a presentation, the 100-point third forum and Reading Quiz 2. The usual bands apply, 400 to 500 words for the main post and 250 to 350 for one peer response. Many organizations skip evaluation entirely, and it is also a required part of the Training Project due the following week, so this discussion is a chance to plan how the project's training would be evaluated. Forum 3 is the last discussion of the course. It is worth 100 points.

How this BUSI 444 Week 5 example is built

The thread contrasts what organizations usually measure with what they need to know. It explains the textbook's outcomes, from reactions and learning to behavior and results, and uses the meta-analysis of relations among training criteria to show that satisfaction does not predict the others well. It then proposes a simple design for evaluating a leadership course, with measures at each level and a comparison group. The reply engages a classmate who would drop reaction surveys, agreeing that they are overused while showing, through research on reactions, that well-designed questions about usefulness still have value. The thread also explains why a comparison group is worth the effort. Each reply ends with a question.

BUSI 444 Week 5 grading rubric: where the points go

Forum 3 expects an opening post of 400 to 500 words and a response to one classmate of 250 to 350 words, both showing knowledge of training evaluation, including outcomes such as reactions, learning, behavior and results, evaluation designs and return on investment. Instructors look for accurate use of Noe's terms and for posts that apply evaluation concepts to a realistic program. Length limits are enforced. A reply that refines the classmate's view with evidence, rather than simply agreeing or disagreeing, earns the most credit. Concrete evaluation plans, with measures named at each level, show more understanding than broad praise for evaluating training. Respectful replies are expected. Accurate citations matter too. A realistic evaluation plan, with named measures and a comparison group, shows that the concepts can be applied.

BUSI 444 Week 5 help: mistakes that cost points

Review chapter 6's outcomes and evaluation designs, especially the difference between measuring outcomes and showing that training caused them. Choose a training program you know and sketch how you would evaluate it at each level. Support the post with the textbook and ideally a study of evaluation practice. Respect both word bands. Use the discussion to plan the evaluation section of your Training Project, which is due next week. Posting early leaves peers time to answer, and edit both posts to fit within the word ranges before submitting them. Plan your project's evaluation as you write. Proofread both posts. Revise for clarity before posting.

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BUSI 444 Week 5 questions, answered

What is BUSI 444 Forum 3 about?

Training evaluation from chapter 6 of Noe: the outcomes to measure, evaluation designs and return on investment, discussed in an opening post of 400 to 500 words and a peer response of 250 to 350.

Where can I find a free BUSI 444 Week 5 sample paper?

You can read a complete BUSI 444 Week 5 forum thread and reply below, on evaluating training beyond satisfaction surveys, with the textbook and research.

Do trainee satisfaction surveys show whether training worked?

Not by themselves; a meta-analysis found that trainees' reactions were only weakly related to how much they learned and to their later behavior on the job.

How should training be evaluated?

By measuring learning, on-the-job behavior and business results, ideally comparing trained employees with a similar group that has not yet been trained, so differences can be credited to training.

What else is due in BUSI 444 Module/Week 5?

Reading Quiz 2, which covers the evaluation chapter and the material since the first quiz, with ten questions to answer in fifteen minutes using the book and notes.

Use it as a model, or ask for your own

This paper is an original model written by our desk for study. It is not a submitted student paper and not an official Liberty University document. Read it for structure and reasoning, then write your own to the instructions in your Canvas course. If you want a version built to your exact prompt and rubric, the first custom sample is free and arrives in 24 to 48 hours.