What Drives Participation in Amateur Radio and Digital Communications?¶

A Market Research Proposal to Inform ARDC's Grantmaking Strategy

Prepared by: Jim Idelson
Date: March 2026
Status: Draft

1. Introduction¶

Thank you for the opportunity to submit this proposal. I believe ARDC is asking an important question at exactly the right time. As ARDC’s investments continue to shape the future of amateur radio and digital communications, there is a growing need to understand where participation is on the rise, where it is stalling, and where the community is losing momentum. I am encouraged to see ARDC stepping up with the goal of making real improvements where the ecosystem is not working as well as it should.

ARDC is seeking better decision-support information about the participation ecosystem surrounding amateur radio. That includes the conditions that create awareness and interest, the pathways that lead people toward learning and licensing, and the factors that influence whether newly licensed participants find their way into sustained engagement or instead lose momentum and drift away. In other words, the assignment is not simply to understand one point in the journey, but to understand the participant life cycle in a way that helps ARDC make better decisions.

The journey into and through amateur radio is not a single, uniform problem. It has two distinct parts, separated by the milestone of earning an initial license. Before that point lies the challenge of Entry: how people first discover amateur radio, develop an interest in it, encounter barriers or friction, and find a path to learning and licensing. After that point lies the challenge of Continuation: whether newly licensed hams find meaningful ways to participate, integrate into the community, deepen their involvement, overcome obstacles, and remain active over time. These two parts of the journey are connected, but they are not the same, and the factors that shape them can differ in important ways.

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Fallback static entry-continuation conceptual divider

Exhibit 1.1. Entry-continuation divider with Initial Amateur Radio License as the boundary between the two challenge domains.

If the goal is to improve these two parts of the journey, they must be viewed through two different strategic lenses. On the front end, the challenge is Acquisition: strengthening the conditions, pathways, and points of contact that help new people find their way into amateur radio while reducing the barriers and friction that keep them from moving forward. On the back end, the challenge is Retention: strengthening the conditions, supports, and opportunities that help licensed participants remain active, involved, and connected over time, while identifying and addressing the obstacles that cause people to lose momentum or drift away. These are related challenges, but they are different enough that ARDC will be best served by treating them as distinct areas of focus within a coordinated research program.

The proposed program has two primary tracks:

Acquisition — understanding how future participants first encounter amateur radio and digital communications, what draws them in, which barriers or sources of friction they encounter, and which communities and pathways are most likely to lead to learning, licensing, and first participation.
Retention — understanding what happens after licensure, including whether people integrate into the community, find meaningful ways to participate, deepen their involvement, remain active, or drift away over time, and what barriers or breakdowns most often contribute to that drift.

This is not just an exploratory exercise. ARDC needs information and tools that are timely, practical, and credible enough to support real investment decisions. Today, ARDC brings the best pool of information currently available to the grant evaluation process. The GAC, GET, Staff and Board combine knowledge gleaned from qualitative reviews of prior grant applications and completed projects with an external view shaped by anecdote, visible activity in the community, and intuition built on deep experience. Those inputs are valuable — often indispensable — but they are not enough by themselves to provide the kind of durable decision support ARDC will increasingly need as the volume, variety, and strategic complexity of funding opportunities continue to rise. This proposal is designed with that urgency and need for confidence at its core.

I am optimistic about what ARDC can gain from this effort. In the near term, it can provide a stronger framework for targeting investments, identifying high-leverage opportunities, and understanding where friction and loss are holding the community back. Over the longer term, it can give ARDC something even more valuable: a durable foundation for strategic planning and evidence-based decision-making in amateur radio — a field that has never had access to this kind of disciplined research. Properly executed, this project can become a first-of-its-kind cornerstone for understanding, strengthening, and growing participation in amateur radio.

2. Research Objectives¶

The objective of this research is not simply to describe the amateur radio participation landscape, but to help ARDC make better decisions within it. The work is designed to clarify how people enter the field, where they encounter friction, what influences whether they become active and remain engaged, and which points along the journey appear to have the greatest influence on forward movement or loss. That picture will be built from both quantitative and qualitative indicators, combining measurable patterns with the perspectives and experiences needed to interpret them well. In turn, the research should provide ARDC with clearer comparison points, directional benchmarks, and a more grounded basis for judging where different kinds of investments may have the most practical impact.

Understand How People Enter Amateur Radio¶

This research should clarify how entry into amateur radio begins, who is most likely to move forward, and what influences that movement. That includes understanding awareness, perceptions, motivations, and early interest among both prospective participants and people in adjacent communities who may have a natural affinity for the field. It should also identify the channels, communities, information sources, and influence paths that help people discover amateur radio, as well as the barriers, uncertainty, and dropout points that prevent many from taking the next step toward licensure.

Understand What Happens After Initial Licensure¶

Initial licensure is an important milestone, but it is not the same thing as successful entry into the activity itself. This research should examine what happens immediately after licensure: whether people become active, how they get started, what support or conditions help them move forward, and what barriers or frustrations cause them to stall. Particular attention should be given to licensed individuals who never truly launch, as this appears to be an important and underexamined point of loss in the journey.

Understand Continuation, Progression, and Loss Over Time¶

Beyond entry and initial activation, the research should clarify how participation develops over time. It should identify the conditions associated with deeper engagement, stronger identity, and longer-term continuation, while also examining where momentum weakens, where people drift or disengage, and what unmet needs or structural friction contribute to loss. The goal is to develop a clearer picture of the points in the journey where forward movement is reinforced, slowed, or broken.

Produce Decision-Useful Benchmarks and Comparisons¶

In addition to improving understanding, the research should surface practical comparison points that can help ARDC assess opportunities more effectively. Where the evidence permits, this should include directional benchmarks related to timing, cost, conversion, participation volume, dropout, and other indicators relevant to different parts of the journey. It should also help identify useful ways to compare channels, environments, and intervention types, so that future opportunities can be judged not only on promise, but on their likely reach, leverage, efficiency, and fit.

Build a Reusable Foundation for ARDC Decision-Making¶

The research should be designed to support more than a one-time set of observations. It should leave ARDC with a stronger foundation for judging where investment may be most valuable, what kinds of activity deserve closer attention, and how future opportunities or results might be interpreted against a more informed baseline. That foundation should draw on both quantitative and qualitative evidence, including expert perspective where it helps reveal patterns, inflection points, and opportunity areas that may not be obvious from survey data alone.

3. Proposed Program¶

The proposed program is designed to help ARDC understand the participant journey in a way that is directly useful for decision-making. It is intended to show where participation begins, where it gains momentum, where it weakens, and where different kinds of investment may have the greatest practical value. Rather than treat the entire journey as one uniform problem, the program is organized to study the parts of that journey in ways that fit their actual structure and the evidence available to illuminate them.

A Two-Track Program Aligned to the Journey¶

The program consists of two coordinated tracks, each focused on a different part of the participant journey.

Track 1 — Retention focuses on current and former licensees and on what happens after entry, including on-boarding, continuation, drift, and loss.
Track 2 — Acquisition focuses on the upstream side of the journey: how awareness is created, how interest takes shape, which channels and communities influence movement toward amateur radio, and where future participants are most likely to come from.

This two-track structure reflects the reality that creating participation and sustaining it are related challenges, but they are not the same challenge.

Why the Program Is Organized This Way¶

The end-to-end journey into and through amateur radio is not governed by a single set of dynamics. Entry, initial licensure, post-license activation, deeper engagement, and eventual drift or exit involve different populations, different conditions, and different kinds of intervention opportunities. A single undifferentiated design would blur these distinctions and weaken the usefulness of the findings. The better approach is a coordinated design with two different but complementary tracks, each matched to the part of the journey it is meant to illuminate.

Method Fit and Evidence Logic by Track¶

Each track is built around the populations, questions, and data sources most appropriate to that part of the journey. On the retention side, the research can draw on a more clearly defined licensed population and make use of FCC-derived population framing and related evidence sources to study licensure, activation, continuation, drift, and loss. On the acquisition side, the research must work across multiple adjacent and propensity-bearing communities, using methods suited to awareness, perception, influence-path, and pathway analysis in a more varied upstream environment. The two tracks therefore use different research designs because they are addressing different problems and drawing on different evidence environments, not because one is inherently more valid or useful than the other. Together, they are designed to produce complementary forms of insight, each matched to the realities of the part of the journey it is meant to illuminate.

The End-to-End Journey at a Glance¶

The figure below provides a high-level view of the full participation system this research is intended to clarify. It brings together upstream awareness and entry pathways, the initial licensing milestone, early activation, longer-term engagement, and eventual weakening, lapse, or loss. Later sections zoom in on the parts of this journey most relevant to each track, but the purpose of the overall program is to understand how these stages relate to one another as one connected system.

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Fallback static Track 2 acquisition pathways sankey

Exhibit 3.1. End-to-end participation flow from entry pathways through initial licensing and downstream continuation outcomes.

Track 1 at a Glance¶

Track 1 is designed to help ARDC better understand what happens within the licensed population over time. It focuses on current and former licensees in order to clarify where participation is strong, where it is fragile, where it begins to weaken, and what barriers or breakpoints are most associated with drift, lapse, or exit. It is meant to produce a more grounded picture of engagement and continuity within the licensed community, including the points at which retention-side interventions may have the most value.

Track 2 at a Glance¶

Track 2 is designed to help ARDC better understand how future participation is created. It focuses on adjacent and affinity communities, awareness paths, sources of influence, and the conditions under which interest in amateur radio and digital communications begins to move toward real participation. The goal is to identify promising pathways, clarify where acquisition efforts may succeed or break down, and provide a more informed basis for upstream experimentation, partnership, and pathway development.

Cross-Cutting Elements and Integrated Learning¶

Although the two tracks address different parts of the journey, they are strengthened by being part of one coordinated program. Both draw on a mix of quantitative and qualitative evidence. Both can benefit from expert perspective where it helps reveal patterns, context, or opportunity areas that would be difficult to interpret from survey evidence alone. And both ultimately feed an integrated view that helps ARDC understand not just isolated pieces of the journey, but how participation is created, sustained, and lost across the system as a whole.

4. Track 1 — Retention¶

Purpose¶

The primary goal of Track 1 is to help ARDC build a practical investment framework for keeping licensees engaged and involved in amateur radio from first licensure through long-term continuation. It does that by developing an evidence-based model of the licensed population that reveals where participation is strong, where it is weakening, where the risk of drift or exit is rising, and which patterns may serve as leading indicators of renewal, lapse, or loss. That picture is intended to help ARDC both evaluate future retention-side investment opportunities and interpret the results of investments already made against a more grounded set of expectations and measures.

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Fallback static Track 1 retention-side zoom diagram

Exhibit 4.1. Retention-side zoom showing post-license continuation, attrition, and non-renewal dynamics.

Population in Scope¶

Track 1 is interested in people who have ever held an amateur radio license. All of them can tell us something useful about continuation, weakening participation, lapse, renewal, and exit across the licensed journey. Within that larger population, however, this track focuses on two distinct and analytically important subgroups:

Current Licensees — individuals with an unexpired amateur radio license
Former Licensees — individuals whose amateur radio license has expired

Current Licensees — This is the central population for Track 1. To understand retention honestly, the research must reach across the full spectrum of Current Licensees—from highly active and deeply engaged operators to people whose involvement is weak, fading, sporadic, or so limited that they may barely remember they hold a license. That full cross-section is essential. If the research draws mainly from the visible, vocal, and already-involved parts of amateur radio, it will systematically miss the very people whose experiences matter most for understanding inactivity, loss of interest, disengagement, and early signs of exit.

Former Licensees — This group is also relevant, but in a more limited way. Former Licensees can help illuminate what appears to happen at the far end of the journey, especially around final lapse, non-renewal, and the reasons people leave. Within that group, the Grace Period segment may warrant some attention because it offers a useful view of recent lapse and possible return. But the main task of Track 1 is not to study people who have already left. It is to understand the state of the Current Licensee population well enough to recognize weakening participation before drift and exit become final.

Population Access: The FCC ULS Advantage¶

Reaching the full cross-section of Current Licensees would normally be very difficult. Most conventional sampling methods are biased toward the healthy side of the mix, because active people are the ones who visibly participate in clubs, nets, contests, forums, and other community channels. Inactive, weakly engaged, and disengaging licensees are much quieter and therefore much harder to find. Any study that depends mainly on visible participation or self-selection will tend to miss exactly the people whose experiences matter most for understanding inactivity, drift, and retention risk.

Amateur radio has an unusual advantage: the FCC Universal Licensing System. The ULS provides a population-level frame for reaching licensed individuals whether they are highly active, lightly involved, drifting, or largely absent from the visible life of the hobby. It also gives the project access to roughly a quarter-century of licensing history in the U.S. Amateur Radio Service, including records that support analysis of initial licensure, expiration, renewal, and related status changes. Current public license counts derived from FCC data files report roughly 737,000 active individual amateur licenses in the United States as of March 2026.

That makes it possible to build sample groups that are far more representative of the true licensed population than normal community-based methods can achieve. For Track 1, that advantage is fundamental. It is what makes a credible study of inactivity, disengagement, retention risk, and renewal dynamics possible.

Engagement as the Core Analytic Concept¶

Once the target population is reachable in a representative way, the next question is what to measure. The central analytic concept in Track 1 is Engagement. Rather than rely on guesswork or a simple active/inactive distinction, this track is intended to develop a quantitative, multi-faceted Engagement Scoring model that can be applied across the licensed population and across different amateur radio interest areas.

The working premise is that continuation, renewal, drift, and exit are closely related to level of engagement. That makes engagement useful not only for description, but for grouping the licensed population into meaningful segments, comparing those segments, and identifying which appear strong, fragile, or at rising risk. The model should also help surface leading indicators of weakening participation before drift or exit become final.

The score must be broad enough to recognize meaningful connection across many forms of amateur radio involvement, even when those forms differ. Used well, it can help explain why people leave, but its greater value is forward-looking: identifying weakening engagement early enough to point to retention-side intervention opportunities before disengagement becomes permanent.

License Lifecycle and Key Transition Periods¶

Track 1 is concerned with retention across the full ten-year amateur radio license lifecycle. At the same time, some periods are likely to be especially revealing because they represent moments when engagement may strengthen, weaken, renew, or break. For that reason, this track will examine the full lifecycle while giving particular attention to four key transition periods:

The first six months after licensure — when initial integration and onboarding either take hold or fail to develop
The mid-term period — when ongoing habits, identity, and involvement may deepen, flatten, or weaken
The six months before expiration — when renewal intent or disengagement may become more visible
The six months immediately following expiration — when behavior may reveal the difference between temporary lapse, possible return, and more permanent exit

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flowchart TB
  A["Initial License"] --> B["Renewal Window"] --> C["Expiration"] --> D["End of Grace"]

  T1["Thriving"] -.-> O1["Renewal"]
  T2["Steady"] -.-> O1
  T3["Drifting"] -.-> O1
  T3 -.-> O3["Non-Renewal"]
  T4["Early Exit"] -.-> O3

  A -.-> T1
  A -.-> T2
  A -.-> T3
  A -.-> T4

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  class A,T1,T2,O1 green;
  class T3 orange;
  class T4,T5,O3 red;

Exhibit 4.2. FCC lifecycle and engagement trajectory frame linking cross-sectional snapshot findings to common journey patterns.

Track 1 will use these transition periods first as a cross-sectional snapshot framework. At the time of the survey, Current and Former Licensees can be viewed as occupying different places in the licensed journey, from very recent first-time licensees to mid-term participants, those approaching expiration, and those who have recently expired. Profiling the population this way makes it possible to see how engagement, participation patterns, and risk indicators vary by place in the journey, and to compare lifecycle segments within one current-state view of the licensed population.

For many information consumers, however, the snapshot alone is not enough. They also want to understand the journey—how participants got to where they are now. The ideal way to do that is through a true longitudinal study that follows the same individuals over time, but that approach requires elapsed time and a standing panel. A useful substitute can be built within a single cross-sectional survey if the right retrospective questions are included. This reconstructed-journey view does not replace true longitudinal research, but it can still provide meaningful insight into common patterns of onboarding, strengthening engagement, weakening participation, lapse, renewal, and exit.

Segmentation¶

Some of the most useful questions in Track 1 will not be answerable at the full-population level alone. There will be strong interest in examining patterns, differences, and trends within specific subgroups of the licensed population. To the extent that those subgroup analyses can be anticipated in advance, the research design can take steps to support them through sample targeting, sizing, and fielding strategy.

Even without perfect advance preparation, it should still be possible to filter responses into narrower segments and extract meaningful directional insight. In some cases, however, the project will not initially have all of the attribute data needed to support every segmentation lens of interest. Where appropriate, that may be addressed by supplementing ULS-based records with additional sources. Some of those attributes may be obtainable from public lookups or derived data, while others can be collected directly through the survey instrument itself.

Examples of potentially useful segmentation dimensions include:

License class
Geography
License lifecycle stage
Engagement level
Specific interests within amateur radio

These are only examples. Additional segmentation lenses may emerge during discovery and planning, and some may prove more valuable than others once the research begins.

Research Methodology¶

Track 1 is designed as a staged research effort in which each phase helps shape the next. The goal is not simply to field a survey, but to build a sound measurement framework, collect data that supports the intended analysis, and produce findings that are useful for investment judgment and future evaluation.

Scoping and Planning¶

The work begins with scoping and planning. This phase is used to confirm the key research questions, priority segments, analytic goals, and practical decisions Track 1 is meant to support. It is also the point at which the sampling design should be established, including subgroup priorities, target sample sizes, important cross-tabs, and any needed supporting data sources.

Qualitative Discovery¶

The next phase uses qualitative discovery to sharpen the design before quantitative fielding begins. This phase is intended to reduce blind spots, improve the language and structure of the research, and ensure that the measurement approach reflects the realities of the amateur radio community rather than assumptions imposed from outside. It will include expert interviews and conversations with informed community voices such as club leaders, mentors, and subject-matter experts from different parts of amateur radio. These sessions will be conducted primarily by videoconference.

The purpose is to refine vocabulary, identify meaningful facets of engagement, surface likely barriers and breakpoints, and help validate the engagement constructs and segment assumptions that will shape the survey design.

Instrument Design¶

Insights from discovery then feed the design of the quantitative instrument. This includes development of the Engagement Scoring model, lifecycle and segmentation questions, and the measures needed to support the intended analysis and outputs. Instrument design should be driven by the research objectives and by the practical decisions and comparisons Track 1 is meant to support.

Pilot Testing¶

Before fielding at scale, the instrument should be tested and piloted. This phase is intended to evaluate clarity, question flow, respondent burden, and data quality, and to confirm that key constructs are being measured in a usable way. Pilot results should be used to refine the instrument before full deployment.

Survey Fielding at Scale¶

Once tested, the survey can be fielded at scale using a mail-to-web approach. Sampled individuals will receive a mailed invitation—likely a letter or postcard—with a survey link and QR code to make participation straightforward. A follow-up reminder mailing may also be used to improve response rates.

An incentive may be used both to improve overall response and to help flatten the respondent mix, reducing the tendency for the most engaged people to dominate the responding sample. A tracking code should be used to limit responses to one per sampled individual and to support accurate assessment of response patterns, sample composition, and alignment with the intended sampling design. Respondent identities should be protected through appropriate data stewardship practices, with analysis and reporting conducted at the aggregate level.

Analysis, Synthesis, and Recommendations¶

The final phase brings the evidence together into a decision-useful picture of the licensed population. This includes analysis of engagement patterns, lifecycle dynamics, and subgroup differences, along with synthesis of the main implications for retention-side investment, measurement, and future tracking. The work at this stage should tie back directly to the priorities established during scoping and planning, so that the findings answer the intended questions and support the decisions the track was designed to inform.

Intended Outputs of Track 1¶

Track 1 is intended to produce a practical decision framework for the retention side of the licensed journey. Its purpose is not simply to describe the licensed population, but to help ARDC understand where participation is strong, where it is weakening, which segments are most at risk, and where retention-side intervention may have the greatest practical value.

Key outputs may include:

a prioritized lifecycle intervention map showing where retention risk and opportunity appear most concentrated across the licensed journey
a segment-based retention and reactivation view showing which groups appear strong, fragile, drifting, or most likely to benefit from targeted support
a set of practical retention-side investment priorities based on the engagement patterns, risks, and gaps revealed by the research
a baseline and measurement framework that can help ARDC evaluate future opportunities and interpret the results of investments over time

Taken together, these outputs are intended to help ARDC make more informed retention-side investment decisions and measure results against a more grounded understanding of the licensed population.

5. Track 2 — Acquisition¶

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Fallback static Track 2 entry-side zoom diagram

Exhibit 5.1. Entry-side zoom showing feeder sources and pathways into initial licensing.

Purpose¶

The primary goal of Track 2 is to help ARDC build a practical investment framework for the Entry side of amateur radio. It is intended to describe the Entry system as it actually works: the feeder environments that bring people in, the pathways they follow, the points at which they accelerate or stall, and the patterns that appear most associated with successful movement toward licensure. That picture should help ARDC understand what is working, what is not, and how to judge both future grant opportunities and the results of entry-side investments over time.

The Entry System and Feeder Channels¶

Track 2 treats Entry not as a single pathway, but as a system made up of multiple feeder environments that bring people toward amateur radio licensure in different ways. Some are highly focused on amateur radio, while others are broader STEM, maker, public service, preparedness, or radio-adjacent settings in which amateur radio is one path among several. This distinction matters because the Entry side is not one uniform process. It is a mix of channels that differ in structure, focus, volume, and effectiveness.

A central task in this track is to identify, map, and categorize those feeder systems in a way that is useful for analysis and investment judgment. That includes understanding what kinds of people they tend to attract, what barriers or accelerators they present, and, where feasible, what volumes appear to move through them. The result should be a clearer picture of the Entry landscape and a more informed view of which feeder channels may offer the strongest opportunities for ARDC investment.

Entry Pathway Framework¶

Because there are so many different pathways into amateur radio licensure, ARDC needs a practical way to compare them. One contribution Track 2 can make is to build an entry pathway framework that provides common language and works with a set of core attributes shared across those pathways, even when they appear in different forms and to different degrees. That makes unlike pathways more comparable. It creates a structured way to examine how people move toward first licensure, where barriers or accelerators appear, and where progress most often stalls or breaks.

The proposed transition points are:

Awareness — the point at which a person first becomes aware of amateur radio as something relevant, possible, or interesting
Interest — the point at which that awareness becomes personal enough to sustain attention or curiosity
Intent — the point at which interest becomes strong enough to motivate purposeful movement toward licensure
Licensure — the successful completion of a testing session and issuance of a first amateur radio license

Between Intent and Licensure, individuals may pass through a period of license-driven learning and preparation that varies in duration, intensity, and structure depending on the feeder system and the person involved.

This framework is intended to support both research and decision-making. It provides a way to compare feeder systems that may look very different on the surface, identify where the largest losses and strongest accelerators appear, and potentially support a structured method for evaluating the relative strength of feeder systems and entry-side investment opportunities.

Quantity and Quality of New-Licensee Flow¶

Not all feeder systems should be judged by volume alone. Some may produce large numbers of new licensees but relatively weak follow-through, while others may produce fewer people but with stronger signs of future engagement. For ARDC, both dimensions matter. Track 2 should therefore look at entry pathways in terms of both quantity and quality.

Quantity refers to the visible flow through a feeder system: how many people move through it, how many progress from one transition point to the next, and how many ultimately become newly licensed.
Quality refers to the likely strength of the resulting new licensees as future participants. A useful candidate construct here is likelihood to engage, which creates a direct bridge to the engagement-centered logic of Track 1.

This distinction can help ARDC evaluate feeder systems and entry-side proposals more intelligently. A channel that produces many new licensees may look different, from an investment standpoint, than one that produces fewer but more technically curious, experimentally minded, or otherwise more engagement-ready entrants. This framework can also be the basis for benchmarking feeder-system categories. This enables assessment of how a specific grant proposal compares with the norms or expectations of the type of channel it is intended to strengthen.

Populations and Sources of Evidence¶

Track 2 will need to draw from several different vantage points in order to describe the Entry side of amateur radio credibly. No single population can fully explain how feeder systems work, how people move through the entry pathway, or where progress tends to accelerate or break down. For that reason, this track is designed to use multiple sources of evidence, each illuminating a different part of the picture.

Important sources of evidence may include:

Individuals at different stages of the entry pathway — to understand how awareness forms, how interest develops, what strengthens intent, and where people stall or drop out
Recent first-time licensees — to reconstruct the pathways, feeder systems, motivations, and barriers that most immediately preceded successful licensure
Feeder-system operators and program leaders — to provide perspective on how people move through different entry environments, including what appears to work, where losses occur, and what kinds of support seem most important
Volunteer Examiners — to provide a useful view of the final pre-licensure stage and the kinds of candidates who arrive at testing sessions

A particularly valuable quantitative thread in Track 2 may be a statistically designed survey of very recent first-time licensees drawn from FCC ULS data. That approach would allow the project to profile the feeder-system mix behind new licenses, identify the primary interests that motivated entry, and establish a more robust baseline for understanding how people actually arrive at licensure. It may also create the basis for a cohort or panel that can be followed into the early integration period addressed in Track 1.

This mix of populations and evidence sources should help Track 2 combine breadth with specificity: a broader map of the Entry system, and a more grounded understanding of how actual people move through it.

Research Methodology¶

Track 2 should use a mixed-method design that combines qualitative and quantitative evidence. The qualitative side is especially important because the Entry system is varied, path-dependent, and not fully visible through any single structured dataset. The quantitative side is also important because it can provide high-confidence evidence about how very recent new licensees actually arrived at licensure, what motivated them, and which feeder systems appear most important.

Qualitative Discovery and Mapping¶

The qualitative component of Track 2 should rely heavily on structured interviews and related conversations with people who can see the Entry process from different vantage points. These may include feeder-system leaders, educators, club and program operators, Volunteer Examiners, and individuals at different stages of the entry pathway. The purpose is to map the feeder-channel landscape, understand how different pathways function, identify barriers and accelerators, and surface the language, motivations, and journey patterns that matter most.

Because these interviews will be structured around a common framework, they can be synthesized in a disciplined way rather than treated as disconnected anecdotes. The goal of that synthesis is to reveal recurring patterns across feeder systems: how people are first reached, what tends to move them forward, where they stall, and what characteristics seem to distinguish stronger from weaker entry environments. Current AI tools may be useful as an assistive layer in organizing interview content and surfacing recurring themes, but interpretation should remain grounded in careful human review.

Quantitative Design and Recent-Licensee Survey¶

Track 2 also includes a strong quantitative element that can support high-confidence assessment of feeder-system mix, motivating interests, barriers and accelerators, and the pathways that most immediately precede first licensure. This element would be built by increasing the sample size within the Track 1 survey for the nationwide population of individuals who received their first amateur radio license within roughly the 30 to 60 days prior to fielding. Those respondents would receive a survey branch designed specifically for very recent first-time licensees.

This approach would allow the project to gather nationally grounded data from people whose entry journey is still fresh in memory. It would provide a clearer picture of where new licensees came from, what first drew them in, what moved them toward licensure, and which feeder systems appear most significant in producing new hams.

Synthesis and Integration¶

The final step is to bring the qualitative and quantitative evidence together into a decision-useful view of the Entry system. The qualitative work helps explain how feeder systems function and why they differ. The quantitative work helps size and validate important parts of that picture using a clearly defined recent-licensee population. Together, they should support a more informed view of feeder-system performance, quantity versus quality, and the kinds of entry-side investments most likely to create meaningful results.

Because the two tracks are connected, some of this work should proceed in parallel. Track 2 can benefit from shared survey design and fielding infrastructure, while Track 1 can benefit from the cohort and pathway insight generated by very recent first-time licensees.

Intended Outputs of Track 2¶

Track 2 is intended to produce a practical decision framework for the Entry side of amateur radio. Its purpose is not simply to describe feeder channels, but to help ARDC understand which entry environments matter most, how people move through them, where progress tends to accelerate or break down, and where entry-side intervention may have the greatest practical value.

Key outputs may include:

an entry-system map showing the major feeder-channel families and how they relate to movement toward first licensure
an entry pathway framework that helps ARDC compare unlike pathways on a common basis
a comparative view of feeder systems in terms of both quantity and quality of new-licensee flow
a set of entry-side investment priorities based on the barriers, accelerators, and pathway patterns revealed by the research
a baseline and measurement framework that can help ARDC evaluate future opportunities and interpret the results of entry-side investments over time

Taken together, these outputs are intended to help ARDC move from anecdotal impressions to a more structured way of judging where new-ham investments may have the greatest practical value.

6. Bringing It All Together¶

Shared Design Elements¶

Although the two tracks address different parts of the journey, they are designed to work together in complementary ways. Both rely on a mix of qualitative and quantitative evidence. Both can benefit from selected expert interviews that help sharpen constructs, reduce blind spots, and improve interpretation. And both can draw value from a shared survey infrastructure, even where the target populations and question sets differ.

This shared design matters because it allows the program to operate as more than two separate studies. Track 2’s focus on very recent first-time licensees can connect naturally to Track 1’s interest in the early integration period following licensure. Survey design, fielding operations, data stewardship, and reporting standards can also be developed in ways that support both tracks at once. That should improve coherence, reduce duplication, and make the final body of evidence easier for ARDC to interpret as one program rather than as two disconnected efforts.

Combined Value to ARDC¶

The anchor event that connects the two tracks is first licensure. Track 2 examines the upstream side of that event: the feeder systems, pathways, barriers, and accelerators that shape movement toward becoming licensed. Track 1 examines the downstream side: how participation develops after licensure, how engagement strengthens or weakens over time, and where drift, lapse, renewal, and exit begin to take shape.

Together, the two tracks provide ARDC with a more complete and more useful picture of participation. One helps explain how new participants arrive. The other helps explain what happens after they arrive. One identifies the environments and pathways that appear most likely to produce new licensees. The other identifies the engagement patterns, lifecycle periods, and segment differences that appear most associated with continuation or loss. These are complementary views of the same larger system.

The result is intended to be more than two parallel research efforts. It is a combined decision framework that helps ARDC understand how participation is created, sustained, and lost across the licensed journey. That should give ARDC a stronger basis for judging where investment may have the greatest practical value, how different entry-side and retention-side opportunities relate to one another, and how results should be interpreted over time.

7. On-Going Research¶

A strong first phase can do more than answer today’s questions. It can give ARDC a starting measurement framework, a set of indicators worth revisiting, and a better basis for choosing future research topics as new questions emerge. Data-driven learning can become part of the ARDC culture over time, not a one-time exercise. For ARDC, that could mean returning regularly to a core set of measures, updating the picture as conditions change, and adding targeted follow-on research where deeper learning would improve grantmaking.

Potential follow-on research opportunities include:

Annual Core Metrics Update — Repeat a focused set of key indicators to track change over time. We will plant the seeds for this in our initial survey design by making sure that a subset of the questions will work well for ongoing tracking.
Recent Licensee Cohort Study — Follow very recent first-time licensees through the early integration period.
Segment Deep Dives — Study specific subgroups that appear especially strong, fragile, or strategically important.
Grant Outcome Measurement — Compare post-grant results against baseline expectations and agreed indicators.
Technical Participation Study — Examine pathways that produce learners, experimenters, builders, and technically oriented participants.
Longitudinal Participation Study — Move from periodic snapshots toward longer-term tracking of participant journeys.

The broader goal would be to help ARDC make measurement and learning a normal part of its grantmaking culture: using evidence not only to explain what happened, but to make better decisions about what to try next.

8. Timeline, Deliverables, and Cost¶

At this stage, it is too early to present precise timeframes, a fixed list of interim deliverables, or a reliable project cost. Those elements depend on choices that have not yet been finalized with ARDC, including scope, depth of analysis, desired interim reporting, and the possible use of third-party services. What can be said now is that the program can be structured in a disciplined way, with useful interim outputs at key milestones, and that both timing and cost should be driven by the requirements of good research rather than by artificial precision too early in the process.

Deliverables¶

The principal deliverables are the substantive outputs described in the two tracks and in the integrated framework that brings them together. Interim deliverables can also be provided at important milestones, with their form and timing defined in consultation with ARDC once the desired scope and working style are clearer.

Timeline¶

Good survey research takes time, especially in discovery, instrument design, testing, and fielding. Those phases should be given the time they need to support credible results. Once a survey invitation is mailed at scale, it cannot be taken back, so the work that precedes fielding matters. Some activities in the two tracks can proceed in parallel, but the overall pace should be set by quality rather than haste.

Cost¶

A reliable cost estimate cannot be established until ARDC’s intended scope is better defined. My normal approach is to structure my own consulting work on a fixed-price basis within the agreed scope. Third-party services, if needed, can either be contracted directly by ARDC or procured through me, depending on what is most practical for the engagement.

9. Closing¶

ARDC has asked for a better understanding of how amateur radio participation begins, how it continues, where it breaks down, and how research can support better investment decisions. This proposal responds by viewing the problem as two connected parts of one larger system: the Entry side upstream of first licensure, and the Retention side downstream of it. That perspective leads naturally to a dual-track approach designed to clarify both how new participants arrive and what happens after they do.

Along the way, the proposal introduces several practical frameworks and metrics intended to make the results more useful to ARDC over time, including structured ways to think about engagement, entry pathways, segment differences, and intervention opportunities. I am confident that this work can help ARDC make better-informed decisions and, in doing so, contribute meaningfully to the future strength of amateur radio as a whole.

10. About Jim Idelson¶

Jim Idelson is a high-tech marketing and strategy leader with deep experience building and executing growth strategies for defined market segments through a variety of channels and partner models. His work has consistently centered on understanding markets, identifying meaningful differences across segments, and using insightful analysis, forward-looking perspective, and solution-oriented initiatives to improve results.

He has also served for many years as a consultant to Fortune 100-class customers, helping them optimize their use of conferencing and collaboration technologies. That work has included guiding investments in technology, operations, and user experience, with a strong emphasis on practical decision-making informed by data, customer understanding, and business goals.

Market research has been a consistent thread through Jim's professional career. He has driven multiple research efforts for his own company and for large global corporations, as well. Jim knows the research process well.

Jim also holds the callsign K1IR and brings a lifetime of amateur radio experience. His interests and involvement span station-building, contest operating, satellites, repeater operations, and mentoring new hams. That long personal connection to the amateur radio community is important in a project like this, where the quality of design and interpretation depends not only on research skill, but on understanding the lived realities, motivations, and participation patterns within the service.

His nonprofit and leadership experience is also directly relevant. Jim is now in his fourth year of committee service with ARDC, having served on the Grants Advisory Committee for three years and more recently joined the Grant Evaluation Team to help ARDC assess grant outcomes. He is also a Board Member of New England Sci-Tech, where he is helping lead a strategic initiative to drive growth and stronger operating rhythm for a young STEM education center. In addition, he serves as Deputy Director of Advancement and Outreach for the Worldwide Radio Operators Foundation, where his work includes strengthening awareness of WWROF, supporting the infrastructure behind amateur radio contesting at scale, and helping position the organization to give back to the community through leadership, fundraising, and technology initiatives.

Selected Relevant Research and Business Experience¶

Jim Idelson brings broad and deep experience in market research, analytics, strategy, and go-to-market planning that is directly relevant to this proposal. His work has included large-scale user surveys, multi-mode market research, recurring annual measurement programs, and advanced analytics used to understand segments, behavior, likely future action, and the factors most associated with stronger outcomes.

In his consulting work, Jim ran surveys of thousands of users of videoconferencing technology to understand their experience, the benefits they received, and the sources of friction that limited adoption and value. He also led multi-mode market research for a major telecommunications company, combining focus groups and surveys to better understand customer needs, perceptions, and decision drivers.

He also designed and led a recurring annual Salary and Job Satisfaction Survey for a large technology user group, creating a repeatable measurement program that supported year-over-year comparison and trend analysis. In addition, his product leadership work on a Customer Data Platform involved large-scale analytics—including segmentation, clustering, propensity modeling, classification, and loyalty analysis—operating at billions of predictions per day.

All of this sits on top of a broader business background in marketing leadership, channel strategy, customer experience, consulting, and strategic planning. Together, these experiences provide a strong foundation for the kind of work ARDC is proposing: understanding a complex participation system, analyzing the roles of different organizations and pathways within it, and translating research into practical guidance for investment, evaluation, and long-term strategic learning.