Academic Research
Peer-reviewed publications in leading sales and marketing journals. Every finding translated from academic language into something you can use in your sales organization today.
The NCA Work: Where the Methodology Meets the Sales Funnel
Necessary Condition Analysis is the diagnostic framework powering the Tr3ce consulting methodology. These publications are the academic foundation of that work.
10 Citations
Necessary Condition Analysis for Sales Funnel Optimization
Traditional analysis tells you what correlates with performance. NCA tells you what must be present for performance to be possible at all. This research applies that distinction directly to the sales funnel, identifying which conditions are non-negotiable for quota achievement. For sales leaders, this means diagnosing constraints instead of chasing correlations.
7 Citations
Sales Controls: A Necessary Condition Perspective
Sales managers use activity, capability, and cultural controls to manage performance. This research reveals which control types are necessary conditions for results versus which are supplementary. Many sales organizations are investing heavily in controls that have no necessary relationship to the outcomes they are trying to drive.
Research Published in Leading Sales Journals
Each article translated from academic language into a finding you can apply today.
The Effects of Salesperson Involvement on Training Design: Identifying Necessary Conditions for Exceeding Sales Quota
R Conde, C Sumlin, L Pointer — Marketing Intelligence & Planning 44 (1), 1-21
Most sales training is designed by managers and delivered to reps. This research shows that salesperson involvement in training design is a necessary condition for quota-exceeding performance. If your training program was built without meaningful input from the people being trained, this research explains why it is underperforming.
Cited 2 times
Uncovering Sales Agents’ Recruitment, Hiring and Training Practices as Necessary Conditions to Sales Agents’ Exceeding Quota and Turnover Intentions
R Conde — Journal of Business & Industrial Marketing 41 (2), 160-175
Recruitment, hiring, and training are not sequential HR activities. They are a system, and deficiencies in any one of them function as necessary conditions that determine whether agents can exceed quota or will leave. This research identifies which specific practices are non-negotiable for performance and retention, and which are simply noise.
Multi-Level Leadership Interactions in Sales: Exploring Gender, Performance and Tenure Effects
R Conde, C Dinulescu, L Pointer — Journal of Business & Industrial Marketing 40 (4), 1008-1026
Leadership effectiveness in sales organizations is not uniform across levels or group compositions. This research gives sales leaders an evidence-based framework for managing leadership interactions rather than relying on assumption-based approaches that ignore how context shapes outcomes.
Cited 5 times
Blogging for Promotion: How Social Media Posting Shapes Sales Career Trajectories
R Conde, C Dinulescu, V Prybutok — Journal of Business & Industrial Marketing 40 (8), 1686-1702
Sales professionals who actively publish content on professional platforms advance faster. Leaders who develop high-potential talent should build content creation into development plans, not treat it as a personal extracurricular.
Cited 2 times
Do the Management Process and Organizational Behavior Modification Enhance an Ethical Environment and Organizational Trust in the US and Brazil?
C Sumlin, MJJ De Oliveira, R Conde, KW Green — International Journal of Organizational Analysis 33 (5), 969-984
Consistent process-driven ethical reinforcement builds organizational trust across cultural contexts including the US and Brazil. For leaders managing international sales teams, the ethical management mechanism is not culturally relative. It works regardless of national context.
Cited 10 times
Whose Customer Is It Anyway? Exploring Firm Power Dynamics in Consumer Markets
D Alvarado-Karste, R Conde — Marketing Intelligence & Planning, 1-18
Power dynamics between firms and consumers are shifting in ways most sales strategies have not caught up with. Organizations assuming traditional firm-dominant relationships are operating with an outdated model of how modern buyers engage with sellers.
Cited 2 times
Inside Sales Managers’ Utilization of Cultural Controls as Part of a Sales Control Portfolio to Enhance Overall Sales Performance
R Conde, V Prybutok, K Thompson, C Sumlin — Journal of Business & Industrial Marketing 39 (2), 273-287
Effective sales managers deploy a portfolio of controls, balancing formal and cultural levers depending on the situation. Leaders who manage with a single-lever approach are leaving performance on the table.
Cited 13 times
The Moderating Role of Cultural Controls on the Relationship Between Traditional Formal Sales Controls and Inside Salesperson Performance
R Conde, V Prybutok, K Thompson — Journal of Business & Industrial Marketing 38 (3), 622-636
Formal sales controls do not operate in isolation. The shared norms and values of the team determine how effective those controls actually are. A high-surveillance approach in a low-trust culture produces significantly worse outcomes than the same approach in an accountability-based culture.
Cited 13 times
Bringing Theory to Practice: Examining the Role of Pay for Performance, Intrinsic Motivation, and Culture on Sales Agent Tenure
R Conde, V Prybutok, K Thompson — Journal of Marketing Theory and Practice 30 (3), 374-393
Pay for performance is widely assumed to drive retention. Culture moderates the effect of pay on tenure, meaning organizations that believe compensation alone solves attrition are misdiagnosing the problem and misallocating the solution budget.
Cited 15 times
A New Perspective on Sales Outcome Controls: An Inside Sales Perspective
R Conde, V Prybutok, K Thompson — European Journal of Marketing 55 (10), 2674-2699
Outcome controls work differently in inside sales than in traditional field sales. If your inside team is being managed with field sales methodologies, this research is a direct diagnostic of why performance is falling short of expectations.
Cited 30 times
Inside Sales Agent’s Sales Activities Influence on Work Outcomes and Sales Agent Tenure Through Autonomous Motivation
R Conde, V Prybutok — Journal of Business & Industrial Marketing 36 (5), 867-880
The type of motivation matters more than the amount. Agents driven by autonomous motivation outperform and stay longer. Activity management systems that rely entirely on external monitoring are actively undermining the motivational conditions that produce tenure and results. Build for autonomy, not compliance.
Cited 37 times
The Utilization of Online Sales Forums by Salespeople as a Mesosystem for Enhancing Sales-Activity Knowledge
R Conde, V Prybutok, C Sumlin — Journal of Business & Industrial Marketing 36 (4), 630-640
Salespeople who actively engage in professional communities gain practical knowledge that improves sales execution. Leaders who build communities of practice inside their sales organizations are building a knowledge infrastructure that scales without adding headcount.
Cited 38 times
This Research Is the Foundation. Tr3ce Is Where It Gets Deployed.
Ready to apply these findings inside your sales organization with a structured diagnostic and implementation plan? That conversation starts at Tr3ce Consulting.