DQ 1 : Based on your knowledge of the Christian worldview, how can a Christian worldview help eliminate bias from your DPI project?

Take the three sites the prompt names and treat them as a checklist, because bias entering a project is a process question rather than a moral one. In data collection, bias appears in who gets recruited and who is quietly missed: patients who do not speak English, who have no phone, who are not there on the day you sample, who decline because nobody explained why it mattered. In analysis, it appears in the comparisons you choose not to run — a project that never disaggregates its outcome by race, language or insurance status cannot see a disparity and will report an average that hides one. And in outcomes, it appears in what you count as success: readmission avoided is not the same as a patient who understood their medication, and the two can diverge along exactly the lines you are least likely to notice.

Now make the worldview argument specific rather than affirmational. The Christian claim the prompt is pointing at — that every person bears equal worth regardless of circumstance — has a methodological consequence if you take it seriously: it makes the unrepresented patient a problem rather than an inconvenience, which converts a values statement into a sampling decision. It also supplies something the secular framing supplies less directly, which is the expectation of self-examination: implicit bias is by definition invisible to its holder, and a tradition that treats the examination of one's own conscience as ordinary practice gives a researcher a habit to lean on. Be honest that this is not sufficient, because the prompt itself says Christians are not immune. Pair the worldview with the mechanical safeguards — a stratified sampling plan, pre-registered subgroup analyses, an outcome measured from the patient's side, and a second reader on your data — and say which safeguard protects which of the three sites.