Practitioners can’t wait for the lagging academic de-biasing research to move beyond the structured lab environment. International Affairs Thinker had developed tailored methods that work, based on personal experience as a practitioner in the field. These methods are consistent with the best practices across other fields’ academic findings that have been quicker to move experiments into the workplace.
This blog discusses the state of “de-biasing” research and how International Affairs Thinker applies it for solo-researchers in international affairs who support decision-making across the government, corporate, legal, or public security sectors. Send the Founder an email to learn more about the International Affairs Professional Development Course.
“Bias” means different things to different audiences
When you hear the word “bias,” you might assume we mean one type of bias or another. Here are some common ways the word is used:
Social bias: who gets hired; who fits in.
Evaluative bias: how we weigh evidence, interpret ambiguous moves by other states, or rate risks and probabilities.
Research‑process bias: which keywords we search, which cases we select, which literatures we read, and which indicators we track.
This blog concentrates on de‑biasing judgment in international affairs research and decision‑making: the mental processes behind how you define a problem, find and interpret evidence, and recommend a course of action.
Evolution of de-biasing research
Over several decades, research on heuristics and biases has moved through three broad stages.
- Documenting systematic errors. Work in the “heuristics and biases” tradition showed that people frequently rely on fast, intuitive shortcuts, which can lead to predictable deviations from logical and statistical norms in reasoning and judgment.
- Exploring interventions in controlled settings. Psychologists and decision scientists began testing interventions: warning people about specific biases, prompting them to consider alternatives, or restructuring tasks. Reviews in medicine and forensic psychology, for instance, summarize experiments where structured prompts, “cognitive forcing strategies,” and checklists reduce common errors in diagnosis and risk assessment.
- Testing transfer to real work. More recent work examines how cognitive bias and de‑biasing play out in the workplace—from clinical settings and auditing to forensic mental health and school leadership—highlighting both the promise and the limits of interventions when they collide with workload, culture, and incentives.
Across these stages, one result is consistent: de‑biasing can work and over the long-run, but only under specific conditions.
Three conditions necessary for successful de-biasing
Evidence from management and applied psychology research suggests that de‑biasing can meaningfully improve decisions in the workplace when three conditions are in place.
1. Training that goes beyond buzzwords
Many professionals have learned about decision bias in out-of-the-box training paid for by their employer. They can list a dozen biases but that surface familiarity rarely moves the needle on avoiding bias in international affairs work. More effective training must have distinctive features:
- Focuses on specific biases that matter for the domain.
- Ties those biases to concrete judgment tasks and scenarios that resemble real professional challenges.
2. Task and domain specific de‑biasing checklists
Training is most effective when paired with applied methods that work for the domain environment. Research on reasoning and debiasing emphasizes that simply knowing about biases is not enough; people need “mindware” like quick-to-apply checklists or prompts.
3. Trusted, early, and clear feedback loops
De‑biasing requires timely, clear, and trusted feedback because we often cannot detect our own frame of reference. A trusted colleague or mentor is one way to receive feedback. Additionally,
mechanisms that track and transparently report assessment accuracy and requirements for cross-organization coordination provide important feedback.
Traditionally, the last two are hard in international affairs
The international affairs knowledge industry (IAKI) is political, competitive, and fast paced which has historically made de-biasing on the job difficult.
Training and analytic tradecraft retreats with a group are common, tailored strategies for the solo analyst at her desk not so much. It takes an actual practitioner not an external professional training organization to develop methods that will actually be used.
IAKI makes it hard for practitioners to find a trusting team, without which the necessary feedback that supports research and judgement de-biases remains lacking. Mistakes are sometimes viewed as politically or reputationally costly, which can discourage honest discussion and block learning. Yet evidence from management and organizational research suggests these barriers can be addressed by designing in low‑stakes feedback earlier in the process. The information signal in international affairs can be ambiguous, but required biannual in-country trips could be one solution.
Why de‑biasing matters for international affairs
Biases are systematic, not random noise. Without de-biasing methods tailored for your work, you can’t be the objective reference point for your leadership. Regardless of if you work in a global intelligence shop, on a national policy desk, or with a multinational corporation, you are paid to provide objective international affairs information. You are paid to provide that information on your leadership’s timeline.
Your brain is your worst enemy, not the new political appointee. Political science studies have shown that even if you’re highly educated and politically savvy, working in politics puts you at high risk of being biased. And actually, you are more at risk because you often believe you’re immune to these “amateur” cognitive traps. It’s true if you work on either domestic or international policy.
Shutdown
Even the word “bias” means different things in different professions. That’s why it’s so important for international affairs practitioners who are advising decision-makers have tailored de-biasing training.
There has been a lag in academic studies in our work settings because they’re political and the information is both irregular and confidential. In practical terms, investing in tailored de‑biasing training often means you must go beyond what your in-house training manager provides because one size does not fit all. Only a fellow practitioner knows what’s needed and has the experience of having tried and adapted other methods. If you don’t take the International Affairs Professional Development Course, make sure the training you get has the three necessary characteristics for successful de-biasing in our industry.
