DBAX 9104 Week 5 Interpretation Draft Example

Course	DBAX 9104 Business Research Project Stage 4
Week	Week 5
Paper type	Interpretation draft
Length	About 860 words, 6 pages
Format	APA 7 student paper
School	Walden University
Program	Doctor of Business Administration (DBA)
Updated	October 2026

Free sample paper for DBAX 9104 Week 5

When the County Contract Ended: Interpreting Four Themes From Interviews With Nonprofit Executive Directors Who Diversified Revenue, Each Held Against the Research Question and Against Resource Dependence Theory

Student Name

Walden University

DBAX 9104: Business Research Project Stage 4

Instructor Name

Month Day, Year

What this page is doingThe title names both tests every interpretive paragraph must pass, the research question and the framework chosen two terms earlier.

How This Section Is Organized

This section interprets the findings of my qualitative study of eleven executive directors of human-services nonprofits in one Midwestern county, each of whom lost a county case management contract that had supplied at least a third of their budget. The research question asked: "What strategies do nonprofit executive directors use to replace revenue lost when a major government contract ends?" Each of four themes is interpreted in its own subsection. Every interpretive paragraph is held to two tests: does it help answer the research question, and what does resource dependence theory, the study's framework, predict about it? Where a paragraph fails the first test, it has been cut or moved to the section on future research.

What this page is doingThe section explains its two tests at the start, so a reader can apply them to every paragraph that follows.

Theme 1: Spreading Revenue Across Many Smaller Grants

Restatement: Eight of eleven directors replaced the contract with several smaller grants from local foundations and the United Way, none larger than a tenth of the budget.

Interpretation: Pfeffer and Salancik (1978) argued that organizations act to reduce dependence on any outside party that controls a resource they cannot easily replace. A county contract worth a third of the budget fits that description, and spreading revenue across many funders is the most direct way to reduce such dependence. The theme therefore fits the framework's central prediction. It also fits Froelich (1999), who found that different revenue sources bring different constraints, with foundation grants tending to be volatile from year to year. Directors in this study described that volatility as the price of not answering to one funder, which answers the research question in the directors' own terms: they chose many uncertain sources over one certain one.

Answers the question: yes, directly.

What this page is doingEach subsection closes by naming whether the theme answers the question, the marker this draft uses throughout.

Theme 2: Charging Fees for Services Once Given Free

Restatement: Five directors introduced sliding-scale fees for services the county had funded, mostly counseling and financial coaching.

Interpretation: Fees spread dependence across many clients rather than one payer, which resource dependence theory would predict. But the directors described a tension the framework does not address: fees changed who used the services, since some clients stopped coming. Froelich (1999) noted that commercial revenue can pull an organization away from its mission. The theme fits the framework's prediction about dependence while exposing a cost the framework does not count.

Answers the question: yes, with a qualification about mission.

Theme 3: A New Dependence Described as Safety

Restatement: Three directors replaced most of the lost contract with a single multiyear grant from one large regional foundation, and all three described the grant as making their organizations safe.

Interpretation: This theme does not fit the framework. Resource dependence theory predicts that organizations will avoid concentrating on a single critical resource, yet these directors moved from one concentrated source to another and described the move as a relief. Two explanations are possible. One is that the directors judged a private foundation's priorities more stable than a county's, so the new dependence felt less risky even if it was equally concentrated. The other is that time pressure left no alternative: all three lost the contract with less than four months' notice. The interviews support the first explanation for two directors and the second for one. Either way, the finding suggests that the theory's prediction depends on how managers perceive the reliability of a resource, not only on its share of the budget. Qu (2019), applying portfolio theory to nonprofit revenue, makes a similar point: concentration is risky only in proportion to the volatility of the source. I state this as a partial contradiction of the framework, not as an exception the framework can absorb.

Answers the question: yes; it names a strategy the proposal did not anticipate.

Theme 4: Board Members as Bridges to Donors

Restatement: Seven directors asked board members to introduce them to individual donors and businesses, and four added board members chosen for those connections.

Interpretation: Hillman et al. (2009), reviewing work on resource dependence theory, describe boards as one of the main ways organizations link themselves to the parties that control resources. Adding board members for their connections is exactly that kind of linkage. The theme fits the framework closely and adds detail about timing: directors began recruiting connected members only after the contract ended, not as a precaution.

Answers the question: yes.

A Theme Left Out

A fifth pattern appeared in the data: several directors described burnout and staff turnover during the year after the contract ended. It is important, but it does not answer the research question, which asked about revenue strategies. It has been moved to the section on future research rather than interpreted here.

What the Interpretation Adds Up To

Taken together, three themes fit resource dependence theory and one partly contradicts it. The contradiction is the most useful part of the study for other directors: replacing one concentrated funder with another may feel safe and still carry the same risk. The interpretation does not claim that these strategies succeeded financially, which the study did not measure; that limit is set out in the next section.

References

Froelich, K. A. (1999). Diversification of revenue strategies: Evolving resource dependence in nonprofit organizations. Nonprofit and Voluntary Sector Quarterly, 28(3), 246-268. https://doi.org/10.1177/0899764099283002

Hillman, A. J., Withers, M. C., & Collins, B. J. (2009). Resource dependence theory: A review. Journal of Management, 35(6), 1404-1427. https://doi.org/10.1177/0149206309343469

Pfeffer, J., & Salancik, G. R. (1978). The external control of organizations: A resource dependence perspective. Harper & Row.

Qu, H. (2019). Risk and diversification of nonprofit revenue portfolios: Applying modern portfolio theory to nonprofit revenue management. Nonprofit Management and Leadership, 30(2), 193-212. https://doi.org/10.1002/nml.21385

DBAX 9104 Week 5 instructions, in plain terms

Week 5 asks for the interpretation section of your closing chapter. Take each theme or result in turn, restate it in a line, and then argue what it means. Hold every paragraph to two tests: does it help answer your research question, and what did your framework predict about it? Say whether each finding fits, extends or contradicts the framework, and where it contradicts, consider at least one alternative explanation before concluding. Compare each finding with studies from your literature review, updated with recent work where available. Cut or move any interpretation that does not address the question, and say where it went. End with what the interpretation adds up to and what it does not claim. Five to six pages is common for this section.

How the DBAX 9104 Week 5 example is put together

The draft explains its two tests, then interprets four themes in subsections, each ending with a marker saying whether it answers the question. Eight directors spread revenue across grants no larger than a tenth of the budget, which matches the framework's core prediction and Froelich's point about volatile foundation money. Five introduced sliding-scale fees, which spread dependence but drove some clients away. Three replaced the contract with one large regional foundation grant, which the draft reads as a partial contradiction, weighing perceived stability against time pressure and drawing on Qu's portfolio view. Seven used board members as bridges to donors, the linkage Hillman and colleagues describe. A burnout theme is moved to future research. The closing paragraph names the contradiction as the study's most useful result.

Reading the DBAX 9104 Week 5 rubric

The heaviest credit sits where interpretation meets the research question. A vivid argument about something the question never asked is graded as drift, however well written. Next comes the framework comparison: claiming that a theme is consistent with a theory without saying what the theory predicted earns little, while stating the prediction and then the fit earns a good deal. Contradictions are where doctoral credit concentrates, provided they are argued with an alternative explanation and not quietly absorbed into the framework. Literature comparisons should be specific to the theme. Moving off-question material elsewhere, and saying so, shows discipline. Instructors also check that interpretation does not slide into claims of success the study never measured, so the closing caution matters.

Common DBAX 9104 Week 5 mistakes, and how to avoid them

The temptation in an interpretation draft is to write most about the finding you find most interesting. Before drafting, write your research question at the top of every page and check each paragraph against it. State your framework's prediction in one sentence before discussing each theme, so the comparison is real. When a finding does not fit, resist stretching the theory to cover it; a contradiction honestly argued is worth more than a forced fit. Bring in recent studies only where they bear on a specific theme. Keep claims within your data, especially about outcomes you did not measure. If a strong theme does not answer the question, park it in future research. Our writers can help you test each paragraph of your draft against your question.

Get a DBAX 9104 Week 5 example written to your instructions

Share the Week 5 prompt and rubric, the research question, the framework your study uses, and a short summary of each finding. An interpretation draft testing every theme against question and framework comes back within 24-48h, and the first request is free. Themes in the sample come from a comparable study rather than from yours.

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DBAX 9104 Week 5 questions, answered

Where can I find a free DBAX 9104 Week 5 sample paper?

All four themes and their framework tests are in the interpretation draft below, which costs nothing and needs no account.

What study does the DBAX 9104 Week 5 draft interpret?

Interviews with eleven nonprofit executive directors who replaced revenue lost when a county case management contract ended.

Which theme contradicts resource dependence theory?

Three directors replaced the contract with one large foundation grant and described that new concentration as safety.

How is the contradiction explained?

The draft weighs two explanations, that directors trusted a foundation's stability more than a county's, and that short notice left no alternative.

What was left out of the interpretation?

A burnout and staff turnover theme, moved to future research because it does not answer the revenue question.