For a study of employee-owned manufacturers' continuity, the GB815 Unit 5 data source audit examines six sources, who controls each and the conditions of access. Searches like "gb 815 unit 5 assignment example", "gb815 unit 5 sample" and "gb815 unit 5 example" land here.
What a finished GB815 Unit 5 data source audit looks like
A seven-page audit built on one ten-column table. Rows cover the Department of Labor's public Form 5500 datasets, Ohio business entity filings, the Census Bureau's Business Dynamics Statistics, a nonprofit research center's cleaned plan database, a commercial firm directory licensed through the university library, and interviews with owners reached through a regional employee ownership association. Columns record holder, content, unit of record, access terms, cost, time lag, identifiers, main limitation, a test already run and a verdict. Below the table, each source receives a paragraph. The 5500 paragraph reports a trial download: 212 Ohio plans flagged as employee stock ownership plans with manufacturing business codes across 2010 to 2014 filings. A linkage section explains how employer identification numbers join sources and where they fail.
How a GB815 Unit 5 example is structured
The study's needs, not the sources' prestige, set the audit's order. Unit of record comes first in every assessment because the central problem is a mismatch: plans are recorded, firms are the subject, and every other judgment depends on bridging that. Public sources are audited before restricted ones, which shows the direction can begin without anyone's permission. Terms are recorded exactly as found, with dates, so a later reader can tell a confirmed condition from an assumption; the nonprofit database's fee and agreement are quoted from correspondence, and the library license's ban on bulk export from the license page. Each source carries a test already run, since an audit resting entirely on documentation would describe data nobody has opened. The linkage section closes the body because joins between sources are where applied projects most often stall.
Plans recorded, firms studied
Every 5500 filing describes a benefit plan and its sponsor. A plan ending might mean a sale, a closure or a switch to a different retirement plan, and the audit treats that ambiguity as the source's defining limitation, too important for a footnote.
Public before permissioned
Labor Department datasets, state filings and Census aggregates need no agreement and cost nothing. Placing them first shows the core analysis could proceed even if every negotiated source fell through, which is itself a feasibility finding.
Terms quoted, not paraphrased
The research center's agreement, the library license and the association's reply appear in quotation with dates. Paraphrase would blur the difference between a condition someone confirmed in writing and one the candidate merely expects to apply.
A trial pull for every source
A download, a sample search or a request email accompanies each row. The trial 5500 extract produced 212 candidate plans, and a check of twenty against state filings found three whose employer names did not match.
Where identifiers break
Employer identification numbers join federal filings cleanly, but state records key on entity numbers and names. The audit describes a matching rule, its expected failure rate from the trial and the manual review needed for the remainder.
Where marks go in GB815 Unit 5
Audits listing datasets with descriptions copied from their websites miss the unit's point, which is terms, holders and limits as they apply to one specific question. Access described as available, with no holder named and no condition recorded, draws immediate comment in GB815. The unit-of-record problem separates strong audits from ordinary ones; papers treating a benefit plan as though it were a firm will build a flawed variable later. Graders also look for trial evidence, since an audit that never opened a file cannot report what the file contains. Costs and time lags left blank understate feasibility risk. Restricted sources presented as the only option, when public alternatives exist, suggest the search stopped early. Stronger audits end with a linkage plan and an honest estimate of how many records will need manual matching.
Get a GB815 Unit 5 example written to your instructions
List what your direction needs to measure, the sources identified so far and any replies from data holders, with the Unit 5 prompt and rubric attached. In the audit prepared for you, holders and terms are recorded exactly, each source gets a trial or a described one, and the linkage problem is faced directly. First sample free, 24-48h.
GB815 Unit 5 questions, answered
What does a data source audit add beyond a list of datasets?
It records the conditions that decide feasibility: who holds the data, what agreement or fee applies, how current the records are, what unit each record describes and how sources join. A list says where data might be; an audit says whether this candidate can obtain and use them for this question, which is what a committee needs to know.
Is publicly available data acceptable for doctoral applied research?
Often it is preferable. Public data can be obtained without negotiation, allow others to verify results and avoid confidentiality obligations. The challenge is usually fit, since public records were collected for someone else's purpose. The audit's task is showing how public sources can be made to answer the question and where they fall short.
Should the audit include interviews as a data source?
If the direction relies on them, yes. Interviews have holders too, in the sense of gatekeepers who can introduce or block access to participants. Recording who would make introductions, on what terms and with what likely response belongs in the audit, and any human-subjects review is noted as a requirement still to be met.