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Despite increasing awareness of these issues, a significant amount of educational technology research remains entrenched in superficial or trend-driven inquiries, failing to tackle deeper, systemic issues. This paper critically examines the historical and institutional forces sustaining what we term \u201cthe research we don\u2019t need,\u201d and argues for a transformative shift toward \u201cthe research we need.\u201d Such research must prioritize depth, long-term impact, and relevance over mere novelty or ease of publication. We outline how entrenched practices, including academic publishing standards, tenure and promotion metrics, and funding structures, contribute to a cycle that rewards superficial research. To disrupt this cycle, we propose actionable strategies to foster a research ecosystem that values substantive contributions and advocates for systemic change. Ultimately, we urge scholars, institutions, and professional organizations to embrace a collective responsibility to redefine research priorities holistically. By doing so, we can foster a field that meaningfully impacts educators, learners, and society. This is not merely a call for incremental improvements; it is a challenge to realign the field\u2019s fundamental purpose toward more impactful, responsible, and enduring scholarship.<\/jats:p>","DOI":"10.1007\/s12528-025-09446-4","type":"journal-article","created":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T02:37:13Z","timestamp":1747103833000},"page":"507-542","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["The research we don\u2019t need will persist until we dismantle the systems that sustain it"],"prefix":"10.1007","volume":"37","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8110-4367","authenticated-orcid":false,"given":"Matthew","family":"Schmidt","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jason K.","family":"McDonald","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephanie","family":"Moore","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,5,13]]},"reference":[{"key":"9446_CR1","unstructured":"Al-Khalili, J. 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