Any type of data handling task, whether it is gathering data, analyzing it, or structuring it for presentation, must include data validation to ensure accurate results.
Validation means that you understand where the other person is coming from, even if you disagree with what they say or do (Rather & Miller, 2015). Recognizing that someone's feelings and thoughts make sense can show that we are listening nonjudgmentally and can help build stronger relationships, especially in therapy.
In data warehousing, data validation is often performed prior to the ETL (Extraction Translation Load) process. A data validation test is performed so that analyst can get insight into the scope or nature of data conflicts.
Validation is a way to support people while maintaining different perspectives. It's also an excellent way to empower others because it conveys to them that you care and value their point of view.
Validating data makes sure that data is clean, accurate, and usable. Only validated data should be imported, saved, or used; otherwise, programs may stop working, results may be erroneous (for example, if models are trained on bad data), or other potentially disastrous problems may arise.
Validation is a common need most of us experience. But like any behavior, validation-seeking exists on a spectrum — from the less harmful habit of impressing someone or occasionally compromising with others to keep the peace to the more harmful one of ignoring our rights and enduring abuse to avoid abandonment.
Validation is a major undertaking that is expensive, time-consuming, and requires extensive planning and knowledge of the system being validated. The advantage of validation is that it helps to assure consistent product quality, greater customer satisfaction, and fewer costly product recalls.
Everyone wants to feel that they matter. They want to be heard and seen, and they want their feelings to be understood and accepted. Validation helps a person feel cared for and supported.
You can validate someone's emotions with responses like these: “I can see how upset this makes you feel.” “I can see that this is important to you.” “Please know I'm here for you.”
If you do receive validation (encouragement or acknowledgment) recognize the praise and acknowledge it, then stop. Do not continue to ask others or seek out others for validation. Keep in mind that validation is not a bad thing in your life; it is affirming and positive.
The following are the common Data Validation Types:
Code Check. Range Check. Format Check. Consistency Check. Uniqueness Check.
Low self-esteem
Some people may constantly need approval linked to a poor sense of self-worth. “We use approval to bolster our value. That approval validates us,” says Timothy Jeider, a psychiatrist at Nevada Mental Health.
Dependent personality disorder.
People with this disorder rely heavily on others for validation and fulfillment of basic needs. They often can't properly care for themselves. People with dependent personality disorder lack self-confidence and security, and have a hard time making decisions.
The word “histrionic” means “dramatic or theatrical.” For people with histrionic personality disorder, their self-esteem depends on the approval of others and doesn't come from a true feeling of self-worth. They have an overwhelming desire to be noticed and often behave dramatically or inappropriately to get attention.
Validating input prevents errors, enhances decision-making, and safeguards against malicious input. However, drawbacks include potential complexity, resource consumption, and the challenge of striking the right balance between strictness and flexibility.
Seeking external validation can have a negative effect on our self-esteem. We can begin to feel like we are not enough. Over time we tend to rely on the recognition and approval of others to feel good about ourselves. Consequently, we may lose sight of our own value and strength.
Validation is Not Love
“If someone validates you, it's not an unhealthy thing, but don't equate validation on its own to being a sign of love. It's a useful part of love, but it doesn't make you know you're in love.” Validation is often connected to something you have achieved or accomplished.
Having a partner who understands and validates your feelings can be nothing short of fulfilling. Such validation builds one's self-esteem and one's confidence in a broader sense. Feeling validated, across all kinds of issues has the capacity to make one feel valued, appreciated, and loved.
In addition to boosting our confidence, external validation can also make us feel good about ourselves. It reassures us that we are doing something correctly or that we are loved and appreciated by others, leading to an increase in our overall happiness and sense of wellbeing.
Constantly Seeking External Approval
You rely on others' opinions to substantiate your opinions, and their confirmation becomes the sole determinant of your happiness and success. You also feel a sense of disappointment or self-doubt when others do not validate or acknowledge your achievements.