How I use research
I often begin with a field and body of knowledge that the work requires. I search the relevant scholarship, compare how authors define the problem, separate observation from inference, and draw the relationships I think the evidence supports. I build upon conceptual models that I can test and challenge: against another source, against a counterexample, against a practical condition, or later against an implemented system.
I use scholarship to make assumptions visible, operationalize flows and phenomena, and build models. I identify tensions, frictions, and levers for improvement. I practice and revise the model when it does not fit the evidence. And I continue the research.
Evidence, assessment and judgment
Several graduate papers asked a version of the same question: what does the available evidence actually justify us saying?
Demotivated to Teach? — literature review. I investigated motivations relevant to men entering and remaining in teaching. I documented the search and screening process, separated gender-specific findings from broader worker-motivation research, and used self-determination theory's autonomy, competence, and relatedness as an organizing model while retaining material that did not fit it. The review found only limited teacher-specific evidence and did not establish a clear account of those dimensions among American teachers. It was a bounded course literature review, not a systematic review or participant study.
Observation Protocols — comparative assessment paper. I compared observation instruments by what they asked an observer to notice, how much inference the judgment required, the scale used, the observer's role, and whether the result supported feedback or an overall appraisal. Observable acts such as raised hands are different evidence from a judgment such as the quality of a learning environment. A weighted appraisal, peer observation, and an agreed informal focus therefore support different decisions and require different operating conditions. I compared existing materials; I did not administer or validate the instruments.
(In)authentic Assessments toward Authentic Learning. I compared written-question formats with performance, simulation, role-play, exhibition, and portfolio methods. I examined scoring effort, subjectivity, consistency, and the learning activity each method made possible, while keeping the observed output separate from the learning inferred from it. The paper made a literature-informed argument; it did not validate an assessment instrument.
Assessing Meritocratic Classes. I followed assessment results into later decisions about grade progression, retention, dropout, and judgments about teachers and schools. The paper examined how a measure can move through a system and acquire consequences beyond the original observation. It analyzed policy arguments; it did not evaluate an intervention I administered.
Together, these studies sharpened a distinction that also appears in my quality-assurance and current systems work: the record of an event, the evidence available about it, and the judgment made from that evidence are related but nonidentical things.
Read the selected academic evidence for method details and source limits.
Competence, participation and continuity
My undergraduate and graduate work also examined how people develop enough understanding to take responsibility, how different people participate in shared work, and what has to continue after one person leaves.
The three undergraduate capstone papers were explicitly theological. They examined New Testament ecclesiastical leadership, followership, mentoring, service, and community formation; one leadership paper expressly excluded business leadership from its scope. I organized part of the analysis around concepts, context, contact, and continuity: what people need to understand, the setting in which they act, the relationships through which they develop, and how responsibility continues after a central person is gone. Instructor feedback praised the research and illustrations while asking for more concrete steps and a workable plan.
The local application paper then adapted a cited plan–brief–execute–debrief cycle to a proposed neighborhood gathering. It specified resources, permissions, preparation, activity, and review, and asked whether attendance counts could actually establish the kind of development the plan cared about. The design remained an unimplemented draft.
In Family-Making Learning Theory, an ED500 essay, I modeled interacting relationships around a learner and proposed reciprocal teaching among people with different levels of experience. Its definition of family and its normative argument were explicitly theological. The model was philosophical and literature-informed; it was not empirically tested.
The professional value of these artifacts is not that a church or school model secretly proves a management method. They show a long-running inquiry into participation, development, differentiated responsibility, continuity, and the limits of what an observed outcome can establish.
Organizational design and operating conditions
The most complete graduate construction was a virtual technology high-school design. I treated the educational activity as only one part of an operating system that also needed staffing, learner support, access, governance, partnerships, accountability, and financing.
I proposed starting with one cohort replacing a specific partner school's course. Community projects and tangible deliverables would provide work for assessment, while instructors, project leaders, apprentices, universal-design practices, individualized plans, and tiered support would help participants engage with the work. Producing a useful deliverable would still leave a separate question about what each person had actually developed.
I organized intended development across thought processes, abilities, skills, and knowledge; applied the revised Bloom taxonomy; referenced the Occupational Therapy Practice Framework for activities of everyday civic life; and adapted Huwer and colleagues' DPaCK into Digitality Pedagogical Contact Knowledge, adding practical and subject expertise grounded in activity. These were model-building choices inside an academic design, not empirically validated constructs of my own.
The virtual setting still required physical and financial conditions. I worked through devices, connectivity, maintenance, places to meet or perform projects, recruitment and development of qualified instructors, governance, accreditation, outside services, startup cash flow, and review points for changing or stopping the initiative. The school was not launched; its educational outcomes and financial viability remain untested.
Personal Philosophy: Integrating Technology in Learning. In a separate paper, I modeled the relationships among learner, activity, and environment and connected technology choices to coaching, differentiation, facilitation, and learning through example.
A curriculum reflection on a published middle-school case asked a systems question that remains useful beyond education: improving information flow is not the same thing as improving the intended outcome. I considered whether integrating subjects through common themes changed what students were supposed to learn or mostly changed how information moved through the school. This was analysis of a published case, not a reform I implemented.
In Changing the Middle School Plan, I developed a twenty-step planning essay connecting a learning model to roles, assessment, developmental support, and case-based activity. The final step required reviewing and revising the preceding choices. It remained a researched plan rather than an implemented school change.
A subsequent Community Engagement Plan extended that design into communication with families and community participants, including feedback, language and cultural barriers, and practical support. The examples were proposed; I did not conduct or measure the conferences described.
A later policy essay traced how standards, funding, institutional choices, and classroom constraints interact across federal, state, and local levels. It was an explicitly theological and critical course argument, not a neutral policy evaluation or a record of reforms I delivered.
When the evidence changes the model
Early doctoral coursework produced one of the clearest examples of the research process I still use. I began a management-functional-area study expecting the literature to support a straightforward categorical list of business departments. It did not. Rather than force the sources into the expected structure, I revised the diagrams and reframed the inquiry around management functions, learning, and organizational context. The submission preserved unresolved questions instead of manufacturing a cleaner answer.
A separate problem-statement paper explored accountability in digital workspaces. It distinguished responsibility, accountability, and the assessment of accountability and proposed investigating relationships among consequences, evidence quality, and dialogue. That work produced a literature-based research question and rationale; it did not produce participant data, a completed dissertation, or an empirically validated instrument.
Other coursework compared rational, natural, and open-system perspectives; examined technology, organizational boundaries, and participation; and analyzed a case in which a factory, workforce, government, and union held conflicting goals and authority. Across the work, I used conceptual diagrams to make proposed relationships visible enough to critique and revise.
That constructive cycle now carries into my independent systems work: scholarly research can help build or challenge a conceptual model; MBSE principles can make selected relationships explicit as requirements, state, interfaces, constraints, evidence, authority, and views; software and AI/ML prototypes can then test parts of the logical structure. Those later implementations do not retroactively validate the academic models.
Degrees and assessed performance
Master of Education — Teaching & Learning: Leadership. Coursework included functional learning theory, Digitality Pedagogical Contact Knowledge (DPaCK), organizational learning, technological learning and learning technologies, digital transformation and cloud tech, policy and governance, and assessment.
Bachelor of Science — Religion: Biblical Studies and Theology. Coursework included regulatory and doctrinal interpretation, ethics and philosophy, accountability, leadership, and team formation.
Associate in Applied Science — Information Technology. Technical study complemented applied work in systems administration, networks, security, and service support.
Professional and technical education also included Distinguished Graduate and Honor Graduate recognition. I treat those results as evidence of strong performance in controlled academic and training settings. The operational record provides a separate test of what happened when I had to use the understanding in real systems, organizations, inspections, and delivery.
Selected academic evidence · Independent software and research · Career timeline