PLO 3. Analyze problems and propose solutions through the application of evidence.
Reflection
PLO 3 is deeply embedded in both professional standards and in the practical work I have undertaken as a graduate student and practicing school librarian. At its foundation, this PLO asks school librarians to move through a complete professional problem-solving cycle. The International Literacy Association (2022) captures the contemporary context for this work well, observing that school librarians serve as "instructional partners who work with teachers to positively impact student learning" and that today's school libraries are "vibrant learning spaces that often serve as the cornerstone of a school community." That vision of the library as a dynamic, evidence-driven hub — rather than a passive repository — is the professional standard against which the artifacts in this PLO should be read.
The managerial interview is where PLO 3.1: Identify Professional Problems is most directly addressed. Rather than approaching professional problem identification in the abstract, this artifact uses structured dialogue with an experienced library professional as a method for surfacing recurring challenges that are rooted in real practice. Listening carefully to a veteran practitioner's account of systemic issues with staffing, access, collaboration barriers, collection equity required me to analyze patterns across that conversation and name the problems with enough specificity to make them actionable. The North Carolina School Library Media Association's observation that "school librarians often set the tone for collaboration, creating positivity within the school culture" and that "teacher librarians also support other teachers in thinking outside the box" is reflected in what that interview revealed: that the most consequential professional problems any librarian faces are rarely solved in isolation, and that identifying them accurately requires exactly the kind of collaborative, cross-role dialogue the managerial interview modeled. This artifact established that you cannot propose meaningful solutions to problems you have not yet learned to see clearly and, by extending the public library interview to school practices, the importance of understanding others roles within the school and the school library.
The Collection Analysis and Management Plan is where PLO 3.2: Gather and Evaluate Evidence and PLO 3.3: Apply Evidence to Design Solutions are demonstrated most concretely and completely. This artifact did not begin with a proposed solution and work backward; it began with data. I gathered and interrogated collection data at the county, district, and building level, evaluated the existing collection against community demographics, identified representation gaps, and only then proposed targeted, evidence-based solutions for growing the collection in ways that genuinely reflect the needs of the school community. This is the full process that 3.3 seeks to implement: identifying the problem, describing what the evidence reveals, proposing specific interventions, and establishing criteria by which those interventions could be assessed over time. The International Literacy Association's (2022) point that librarians "add to literacy development by promoting classroom literacy practices and creating communities of readers" is realized through this kind of rigorous collection work as a community of readers can only be built around a collection that reflects its members, and building that collection requires the discipline of evidence-gathering before action.
The How the Fork Do We Get Kids to Read? project extends PLO 3.3 into expansive and family/community connections, and it demonstrates that applying evidence to design solutions sometimes demands thinking well beyond the library's four walls. The problem this project addresses is both well-documented in the research literature and viscerally present in many school communities: children who lack access to books outside of school hours, who have no sustained relationship with reading as a voluntary and enjoyable practice, and who face material and logistical barriers that no reading incentive program alone can overcome. The four-pronged response: constructing Free Little Libraries to extend physical book access into the community, implementing monthly reading challenges and incentives to build motivation and reading identity, establishing a Morning Snack Program in the library to create a welcoming daily entry point for students who might otherwise never set foot inside, and hosting a free holiday market for families in need to build authentic community relationship reflect a strong connection to the PLO. Each component is traceable to a specific dimension of the access problem, and together they form a coherent, multi-layered solution rather than a single isolated intervention. This is also where PLO 3.2 shows up in a different way because the design of something this specific and this responsive to community circumstances does not emerge from intuition alone. It requires gathering evidence about who the community is, what barriers they face, and what the research says about how reading culture is built and sustained across economic and social difference. The NCSLMA's recognition that school librarians lead the way for collaboration and help others think outside the box is embodied here in the most literal sense: Free Little Libraries in the neighborhood, breakfast in the library, a holiday market for families are not traditional school library programs, and proposing them required both the evidence to support the case and the professional courage to make it happen.
The Increased Reading Time for Students to Increase EOG Proficiency Project Scope applies PLO 3 in a different but equally rigorous register, and it is where PLO 3.4: Apply Evidence to Select Appropriate Technology Tools enters most clearly alongside 3.2 and 3.3. This artifact uses current testing data to define an academic problem with specificity; not simply "students are struggling with reading" but a data-documented gap in EOG proficiency tied to measurable disparities in home reading access. Each strategy in the multilayered literacy initiative is tied back to research evidence linking reading volume and home access to improved academic outcomes, and the selection of tools and platforms to support the initiative was itself evidence-driven, chosen for their demonstrated effectiveness with the specific learner population in focus. The NCSLMA's recognition that school librarians lead the way for collaboration and that superintendents and principals affirm this leadership role is directly relevant here: this project scope was designed not as a library-isolated program but as a collaborative, community-centered initiative requiring buy-in and co-ownership across teachers, administrators, and families. Identifying the right tools for that kind of initiative means evaluating them not just for technical functionality but for fit with the collaborative and equity-centered values that drive the work.
The professional standards from AASL and ISTE reinforce and contextualize how PLO 3 shows up in school library practice. AASL Standard 3 calls for school librarians to engage learners through critical thinking and inquiry rooted in pedagogical knowledge, which aligns with the analytical and propositional work visible across all four artifacts. AASL Standard 5 emphasizes leadership, advocacy, and professional collaboration as the means by which school librarians enact change which is reflected most clearly in the managerial interview's focus on shared professional problem-solving, in the literacy initiative's community-centered advocacy approach, and in the community-embedded design of the How the Fork Do We Get Kids to Read? project. ISTE 4.6 extends this further by calling on educational coaches to use evidence to support continuous improvement and cultivate a collaborative culture of inquiry, which describes precisely the disposition I brought to the collection analysis and the EOG proficiency project. These standards confirm that the problem-solving process applied across these artifacts reflects the expectations of the broader profession.
Taken together, these artifacts reveal a consistent pattern of professional practice: identifying a problem with rigor and specificity, gathering and analyzing relevant evidence before proposing any solution, and designing interventions that are contextually grounded, collaborative in spirit, and oriented toward equity and student success. The through-line across all four is a commitment to the idea that the school librarian's role is not reactive but analytical — not simply responding to what is in front of us, but building the evidential case for what our communities need and leading the work of making it possible.
References
International Literacy Association. (2022). Librarianship and literacy [Literacy leadership brief]. https://literacyworldwide.org/docs/default-source/where-we-stand/the-essential-leadership-of-school-librarians.pdf
NC School Library Media Association: Advocacy. NC School Library Media Association. (n.d.). https://ncslma.wildapricot.org/page-18610