A finished DNP-966 Topic 3 data integrity report example, accounting for records held and identifying fields whose definition changed mid-project. Searches like "dnp 966 topic 3 assignment example", "dnp966 topic 3 sample" and "dnp-966 topic 3 example" land here.
What a finished DNP-966 Topic 3 data integrity report looks like
The finished example treats existing data as something that can decay. Every record collected before the extension is accounted for, with where it sits, who can reach it and when the last verified copy was made. A source system replacement changed the definition of two fields partway through, and the example reports which records fall either side of that change rather than pooling them. One export exists only on a personal laptop, named as a risk with a remedy attached. A reconciliation against the original log finds three records present in one place and absent from the other, and the difference is investigated rather than settled by preference. A short closing note states which planned analyses the surviving records can still support.
How a DNP-966 Topic 3 example is structured
The sequence is chosen so the holdings earn a reader's trust before anything computed from them does. It opens with what was collected before the extension, stated as counts by period and by source. A second part records custody: where each set is held, who can reach it, and the date of the last verified copy. A third reconciles the holdings against the original collection log and reports the discrepancies rather than only the total. A fourth examines whether any field definition changed during the elapsed period, since a system replacement can alter a variable without altering its name. A fifth states which records fall either side of such a change and how they will be handled. The closing part says what the current holdings can still support.
Records counted by period and source
Holdings are reported as counts against their collection periods, which is the only form in which they can be reconciled later.
Custody recorded with access and copies
Where a set is held, who can reach it and when it was last copied are facts any reader can check.
A reconciliation that reports its discrepancies
Three records appear in one place and not the other, and the report investigates that difference instead of adopting the larger figure.
A field whose definition quietly changed
A system replacement altered two variables without altering their names, which pooling across the change would have hidden entirely.
What the current holdings still support
The closing statement says which planned analyses remain available from the data in hand and which of them no longer are.
Where marks go in DNP-966 Topic 3
Reports asserting that the data is secure and complete, with nothing behind the assertion, are the weakest version and the easiest to test. A second failure is pooling records either side of a definition change, which produces a variable meaning two things and a comparison meaning nothing. Marks also go for custody described without access, since who can reach a set matters as much as where it physically sits. Reconciliations reporting only a total conceal the records appearing in one source and not another. A single copy on a personal device is a risk whether or not it has yet caused trouble. Holdings reported with no statement of what they support leave a reader unable to judge.
Get a DNP-966 Topic 3 example written to your instructions
Send the DNP-966 Topic 3 assignment instructions and the rubric your classroom posts, with any data management plan your section requires. We write a custom example to those criteria, with holdings counted by period, custody recorded and a definition change traced through the affected records, in 24 to 48 hours. The first one is free.
DNP-966 Topic 3 questions, answered
Why would data integrity change during an extension?
Because time acts on systems and on people. Source definitions get revised, staff with access move on, a laptop is replaced, and an export made eighteen months ago sits somewhere nobody has verified since. None of that is negligence, and all of it is discoverable now rather than during the final analysis when the position is much harder to repair.
Do you handle, store or analyze the data itself?
Never, under any arrangement. The records were collected by you under permissions issued in your name, they belong to your site and your doctoral project, and they are not sent here. A sample can only illustrate the written report built around holdings you already have: how counts get reconciled, and how a definition change is disclosed rather than absorbed.
What do I do about a field that was redefined?
Report where the change falls, keep the two periods apart until you can show they are comparable, and say what you did. Pooling them silently is the version that fails, because the resulting variable carries two meanings and no reader can tell which applies. If the definitions reconcile, show the working rather than asserting equivalence.