In many individual discrimination cases, the burden of producing an explanation shifts between employee and employer, while the employee retains the ultimate burden of proving unlawful discrimination. But not every EEO claim follows the same framework. The statute, claim type, employer, and procedural stage determine the applicable standard.
The familiar pretext framework
Under the McDonnell Douglas approach, an employee first presents facts supporting an inference of discrimination. The employer then articulates a legitimate, nondiscriminatory reason. The employee can respond with evidence that the explanation is a pretext for prohibited discrimination. The employer’s production of a reason is not necessarily proof that the reason is true. [1]
The initial showing varies with the employment action. A hiring claim and a termination claim do not always use identical factual checklists. At trial or after a full record develops, the central question remains whether unlawful discrimination occurred.
Mixed motive is not a universal shortcut
Some Title VII status-discrimination claims permit a motivating-factor theory, with consequences for remedies when the employer proves it would have made the same decision anyway. Other statutes and claims use different causation rules. Do not assume that showing a protected characteristic played any role always proves every available remedy.
Retaliation has its own elements
Retaliation involves protected activity, a materially adverse action, and the required causal connection. EEOC guidance distinguishes applicable causation standards, including differences involving federal employment. A retaliation claim is not established merely because an unfavorable event happened after a complaint. [2]
Useful evidence can include decision-maker knowledge, suspicious timing, inconsistent explanations, comparable employees, and departures from policy. Employer records and witness evidence can matter more than a general belief that treatment was unfair.
Build an issue-specific record
- Identify the protected basis or protected activity.
- List the challenged action and decision makers.
- Preserve the employer’s stated reason and contrary evidence.
- Separate discrimination, harassment, accommodation, and retaliation theories.
Filing deadlines remain independent of proof strength. Federal employees and private-sector employees do not necessarily follow the same initial complaint process. Compare wage-discussion rights under the NLRA and FMLA retaliation when the underlying protected conduct arises under a different law.
Primary sources
Sources checked: October 31, 2026.