Front Office vs. Back Office vs. Oversight – Additional VA Horror Stories

Lincoln WeepsOh, the bitter tears President Lincoln must weep…

One of the most troubling issues facing many organizations is exemplified perfectly by the VA, specifically the Post 9/11 GI Bill.  Previously I worked for an online university in a position where I saw GI-Bill problems affecting students on active duty, reserve, guard, and veterans, all being treated in wildly different manners.  The school GI-Bill office was expected to be subject matter experts on all things GI-Bill, but they regularly made decisions that harmed the students.  By interpreting the regulations and operating procedures differently from student to student.  Yet, the Department of Veterans Affairs (VA) is just as confused as the universities trying to bill GI-Bill charges for students.

From a recent VA Office of Inspector General (VA-OIG) report, we find the following:

The Veterans Benefits Administration (VBA) did not always accurately process enrollments.  An estimated 2,500 of 10,000 enrollments from August 1, 2020, through April 1, 2021About 790 of the estimated errors involved officials either not reporting or underreporting vacation breaks.  VBA claims examiners often mishandled enrollments even when the correct information was submitted.  The VA-OIG estimated claims examiners incorrectly processed accurately reported vacation breaks for about 1,700 of 2,500 enrollments with errors.”

Why are these enrollments not processed correctly:

Insufficient training and guidance meant school certifying officials frequently made mistakes.”  The VA takes legislation and writes the processes, procedures, and training materials for universities to use for operations and enrollment of military and veteran students.  Front office workers interact with students, back office workers interact with internal employees, the VA keeps the records current, and the VA forms the universities’ oversight resembling the blind leading the blind.  Yet, the VA cannot write effective training materials, processes, and procedures, conduct training, and support those who support students.

Per the VA-OIG report, the VBA is looking to implement an automated system to prevent these oversight issues from continuing.  I do not expect any automated system created by the VBA to work efficiently because of a simple principle, GIGO.  The garbage the VBA will put into the system will ALWAYS result in garbage coming out, creating more problems, costing too much money, and still creating issues for students and student-facing employees at universities and colleges across the country.  Somehow, the VA-OIG continues to buy these excuses and pipe dreams and reports the same to Congress, which is also purchasing these excuses and poor performances.VA 3

Before someone tries to claim this is isolated to the GI-Bill program, and the GI-Bill program has always been confusing.  Using this logic, the health complications at birth can be blamed on the father alone, and the mother’s behaviors do not influence the baby’s health.  Here the VA-OIG is reporting on another program governing VA employees, overseen by the OMB, and is incredibly useless as this is a repeated complaint between 2020 and 2022.

Identity, credential, and access management (ICAM) is a set of tools, policies, and systems used to ensure the right individual has access to the right resource, at the right time, for the right reason in support of federal business objectives.  In February 2021, the VA Office of Inspector General (VA-OIG) received a hotline complaint claiming the Office of the Assistant Secretary for Human Resources and Administration/Operations, Security, and Preparedness and the Office of Information and Technology have not agreed since 2016 on roles and responsibilities for VA’s ICAM program.  Failures of ICAM contribute to the VA’s inability to effectively comply with the Office of Management and Budget (OMB) policy.  The VA-OIG reviewed to determine whether VA effectively governs its ICAM program as required.”

What did the VA-OIG find?

      • The VA did not effectively manage and coordinate its ICAM program, not meeting three of the four OMB governance requirements.
      • The VA did not effectively assign roles and responsibilities, implement a single comprehensive ICAM policy, or meet its technology solutions roadmap goals for fiscal years 2020 and 2021.
      • The VA failed to implement updated digital identity risk management requirements.

Why can’t the VA obey OM oversight?

These issues occurred primarily because leaders of the different offices performing VA’s ICAM functions have not agreed on how it should be governed.  VA risks restricting information from users who need it to perform their job functions without proper governance and leaving information vulnerable to improper use” [emphasis mine].

In this report, the OMB sits as oversight of the VA.  The employees are the frontline, and the leaders continue to fail to provide tools, policies, and resources to employees conducting the VA business.  What is still an incredibly terrible idea allowing the VA to remain self-governing.  Why isn’t the OMB more interested in demanding compliance?  Where is Congress scrutinizing how the executive branch agencies are failing and monitoring to improve conduct?VA 3

The VBA cannot still properly and timely adjudicate claims.  Again, the VA-OIG lambasted the VBA for improperly adjudicating claims, even with “Special-Focused Reviews.”  Essentially the quality assurance (QA) process in claim adjudication continues to fail to help improve claim processing accuracy.  From the report:

The Office of Inspector General (VA-OIG) reviewed VBA’s design and implementation of its special-focused review process, including applying Government Accountability Office (GAO) standards.  The VA-OIG team assessed ten special-focused reviews completed from January 2019 through April 2021 and identified weaknesses in all five of GAO’s internal control components.  The VA-OIG also found the VBA Compensation Service’s standard operating procedure related to these special-focused reviews does not provide sufficient guidance to support disability claims-processing improvement fully.”

When I worked in QA, root causation was required to prevent future problems.  The VA-OIG found that the QA Special-Focused Reviews do not include root causes or explanations for why the claims were readjudicated, stopped, or delayed in VBA processing.  Do not repeated issues reflect the need to restrict self-governance until compliance can be observed?VA 3

Why should the VA have its self-governance restricted or prohibited?  The following VA-OIG makes clear that the VA cannot govern itself and correct the problems leadership continues to create.  Follow the timeline here, quoted directly from the VA-OIG report:

The VA Office of Inspector General (VA-OIG) conducted this review to determine whether the Veterans Benefits Administration (VBA) accurately adjusted compensation and pension benefit payments for fugitive felons as mandated by law.  If VBA does not adjust payments, veterans who are fugitive felons will continue to receive benefits during periods of ineligibility.

In April 2012, VBA instructed regional offices to postpone making decisions on fugitive felon cases while it prepared new guidance.  During 2012 and 2013, VBA did not process fugitive felon cases.  In June 2014, VBA updated its definition of a fugitive felon to include only referrals indicating escape, flight, or violation of probation or parole conditions.  Although VBA then resumed adjusting payments, it did not review the unprocessed 2012 and 2013 cases.

In addition, due to inadequate monitoring, VBA did not process about 46 percent of cases referred by the VA-OIG in 2019 and 2020.  Finally, the team found VBA’s notification letters to veterans providing notice of the proposed action and right to a hearing did not always provide the required information.  Most commonly, VBA failed to include the reason for the issuance of the arrest warrant.”

The VA has been informed by the VA-OIG multiple times during the decade this problem has been surviving, and 46% of the cases the VA-OIG told the VA to fix still weren’t fixed in 2022.  How can any oversight agency still permit the VA to govern itself?  The leaders of the VA cannot self-govern, correct course, and make changes timely enough not to create additional expensive problems for veterans.  Each of these cases represents either an overpayment, where the VA is clawing funds back, or an underpayment, where the veteran has been shortchanged and is owed money.

When the VA claws money back from making a mistake that overpaid a veteran, dependent, spouse, or other entity, the VA-OIG has found that even here, the VBA cannot act per their policies, follow procedures, or notify veterans in a timely manner.  A veteran I got to know who served in Vietnam and caught a round in the heart that blew away a large chunk of his heart.  For 50 years or so, this was sufficient to have a 100% disability.  On the day he turned 69, his disability rating dropped to 80%, with a coinciding reduction in monthly benefits.  The VBA investigated this claim decision and found they had made a mistake, but their mistake would not significantly change the rating, so the veteran was stuck with an 80% rating and was told to go back to work.VA 3

To the best of my knowledge, the claim remains stuck in claims appeal hell, awaiting the judgment of the dark and benighted realms to act.  The veteran, who cannot hold a job due to weakness from lacking a significant part of his heart muscles, is driven into bankruptcy.  His heart will not regrow, but because his age has met the age when heart problems are actuarially known, the decision was made.  The decision was made without notification to the veteran, and the veteran only became aware of the situation when he had monies clawed back by the VA.  From the time the decision was made to the date he knew, 18 months had transpired, and the veteran was automatically sent to collections.  While this was never allowed to become a VA-OIG investigation, I have spoken to family members and the veteran while volunteering to help disabled people find employment.I-Care

To add the bitter cherry to this crap sundae, this is not the worst abuse I heard in my volunteer efforts.  Worse, this is not the worst story I have had related while talking to veterans in my travels across the continental 48 United States.  Veterans sit forever in claim hell; they cannot afford to go forward, they are abused when seeking medical help, and every interaction with VA medical providers runs the risk of being the victim of an “adverse medical event.”

To this point, the VA and the VBA have been central to proving that the VA cannot self-govern, oversight is failing, and the back office administrators are hindering the front office operations.  Surely the Veterans Health Administration (VHA), where people’s lives are at risk, would not have a similar problem.  Unfortunately, you would be wrong, and here is one VHA example, of many, to support this conclusion:

A VA Medical Center (VAMC) community living center (CLC) staff delayed life-sustaining treatment for a patient (Patient A) who experienced cardiac arrest and died.  The VA-OIG also reviewed an allegation regarding a second patient (Patient B) who had resuscitation initiated, despite a do not resuscitate (DNR) order in the electronic health record (EHR).”

Why did one patient die without resuscitation and another get resuscitation without wanting it?  The policies and procedures were complicated, and the use of armbands confused the providers.  The providers (doctors and nurses) overseeing care had a person in the medical records of these patients and still could not properly act for patient care.  The patients had armbands and proper medical documents on file, and the providers still got confused and provided poor care, at best, to the patients involved.

America WeepsIn another long-term care facility under VA operation, the following occurred:

The VA-OIG found that the day charge nurse’s assessment was delayed and incomplete, and the day charge nurse failed to properly document the resident’s reassessments, treatments, and interventions.  The VA-OIG substantiated that nursing staff failed to document and carry out a telephone order to transfer the resident to the Emergency Department but could not determine if this impacted the patient’s outcome.”

Let’s take a moment to allow this to sink in fully.  Failure to follow a doctor’s orders might have been part of the problem the patient DIED!  Yet, the chain of events is sufficiently blurry to mystify the investigators – this I find HIGHLY SUSPECT!  But, as the Home Shopping Network reports, “There’s more!”

The VA-OIG determined that following the resident’s death, facility staff failed to conduct a comprehensive review of events leading up to and contributing to the resident’s death and, due to a lack of coordination of care at the time of discharge from the inpatient unit, the resident did not have the needed equipment upon admission to the CLC.”

I accept that a nurse’s role is stressful, the VA policies do not make their jobs less stressful, and the healthcare leadership (overall) is abysmal on the best days.  However, killing a patient is still a BAD thing!  I-CareYet, here we have another dead veteran at the hands of the medical care providers, and the best the VA-OIG can do is make ten (10) recommendations for change.  Does anyone believe the VA can continue to self-govern under its current misguided leadership and convoluted organizational structure?

Ask yourself, would the abuse of the veterans mean more if this was your uncle, brother, father, mother, sister, or aunt?  They are your family members for the problems which they face; we all face in our constitutional republic.  Where is Congress scrutinizing the government?  Please become interested, active, and engaged, or we will lose this constitutional republic to the tyranny of the power-hungry despots.

© Copyright 2023 – M. Dave Salisbury
The author holds no claims for the art used herein, the pictures were obtained in the public domain, and the intellectual property belongs to those who created the images.  Quoted materials remain the property of the original author.

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Rules for Achieving Production Goals

Knowledge Check!Some may scoff, others may scowl, but I will tell you an open secret, if you are not quality first, production goals will never be achieved.  Sure, a company may hit a target now and then, of course a quarterly statement might come in on target, but reliable production cannot be achieved without quality focus and the following rules.

With more than 20 years’ experience in manufacturing, supply chains, logistics, call centers, and much more, the following production rules are at least a moment of your time for reading and two moments for consideration.  Yes, there are a lot of people who will claim they have the path to success mapped and if you follow it, you to can achieve success.  I am not one of them!  I have tried and true lessons, I have common sense approaches, and I offer freely information that when combined with your knowledge, and the people you have working for you, solutions can be generated to achieve success.

  1. Quality is everyone’s job! – Tell me; whose job is it to pick up trash in the parking lot? How much litter is in your parking lot, trapped against the fence, collecting around the dumpsters, and crowding the floors of your facility inside and out?
    • A colleague states the following:
      • I can tell you within five seconds after arriving the quality mindset of the facility I am visiting, by looking at the parking lot.”
    • My colleague is correct; every facility I have visited that has had a clean parking lot, where employees and managers are picking up after themselves, has a quality culture worth emulation. Unfortunately, the reverse is also true!
    • What does your parking lot look like?
  2. Never take your customer, employee, shareholder, vendor, etc., where YOUR brain has not traveled first! – I sat in a meeting where the leader openly admitted, after telling the new strategic focus, goals, and mission plan, when answering questions about this plan regarding implementation, stated, “I haven’t thought that far ahead.” That company is bankrupt.  Not because they did not have good products, customers willing to buy, or great service, but because the leadership took the business places they had not personally already traveled in their minds.
    • How can you expect any goal to be achieved if you cannot answer implementation questions?
    • How can people follow if you do not know where you are headed?
    • Where are you going and has your brain already traveled there?
  3. Data will be misinterpreted if specific explanations are not included! – New manager, fresh from school, knew all the lingo, had all the buzzwords memorized, was handed a sheet of data, and failed to comprehend what the data meant. Worse, he led others into ruin by misinterpreting data.  If data is not explained, if the why behind data is not clearly understood, if the data story is incomplete, the data is useless, meaningless, and valueless!
    • What is your data story?
    • How do you train others in your data story?
    • Can other people explain the why behind the data, or do they have to come to you for that explanation?
  4. When in doubt, trust your people! – Time does not allow me to relate even a tenth of the stories where the people have proven the data wrong, have gone above and beyond expectations, and achieved miracles. Yet too often the people are the first ones cut in a crisis.
    • Juran’s Rule – When something is going wrong, 90% of the time it is the process, not the people. Yet, how many times are the people blamed for bad processes?
    • Appreciative Inquiry – The theory that states that when you have a problem, the people already in the positions doing the job, hold the answers needed to fixing the problems. Yet, how many times are the people the first one’s lost in crisis?
  5. Data lies; humans live! – Recently the data stated that the problem in a facility was in a specific area. The specific area was encouraged to perform better.  The management thought, “Problem solved.”  Production goals were missed, more counseling to this specific area, more encouragement to achieve, more focused spending to target pain points.  Still missed production goals.  Nobody looked beyond what the data said was the problem, and the data was suffering from a pretty severe case of GIGO (Garbage In = Garbage Out).  There was no production goal problem in the area specified, the problem was on the other side of the plant, and because of the investment in the wrong area, it took longer and more resources to fix the proper area.
    • When data is purported to have “concluded” anything, first give it a reality check!
    • Data is only as good as the inputs.
    • Humans live in the real world, whereas data lives in an altered reality that mimics (rarely) the real world.
    • Never forget, data lies. Data can, at best, only support a decision direction.  Data cannot conclude, prove, or justify anything.
  6. The Rule of 6-P’s – The Rule of 6-P’s is known in various forms and words, but the sentiment is always the same, “Proper, Prior, Planning, Prevents, Purely, Poor, Performance.” Yet, how often is planning done without proper prior activities?  How often is poor performance blamed on everything but poor prior planning?
    • Do you know what proper prior planning looks like as an activity?
    • What is involved in prior planning, and how do you tell the difference between proper and improper prior planning?
    • Who is involved in prior planning and why are they there?
  7. Celebrate small achievements! – Here is another open secret, rarely implemented, always discounted, but remains the single most powerful tool in a leader’s toolbox, praise! That’s it.  Praise is better than cash gifts for the brain, research and fMRI imagery support this conclusion.  The research is fascinating.  Yet, honest, regular, sincere praise continues to be the most overlooked aspect of leadership in business today!
    • Praise is celebrating achievement with someone else.
    • Celebrating success is imperative to moral, discipline, and enthusiasm in the workplace.
    • When was the last time you showed genuine praise for your people? When was the last tangible “Thank you” witnessed?  Who witnessed that gratitude, praise, and celebration?
    • Mark Twain is quoted as saying, “I can live for two months on a good compliment.” Issue praise!  Celebrate all achievements, but most of all celebrate the small achievements.
  8. Success is a choice, but you need everyone making this choice! – Find me a successful team where one team member is not fully and wholly committed to achieving success, and I will show you a team that missed achieving the highest success. Production goals are the exact same thing, if everyone on the team does not know the goal, know the why, and are committed to achieving the production goal, that goal will be missed!
    • How do you find the person not interested in achieving the production goal; who is dropping trash and not picking it up?
    • What do you do when the person is identified; that depends, are you a learning organization or a money pit? If a money pit, that person is fired.  If a learning organization, then it is time to ask questions, discover reasons, and explore options.
    • How do you choose to lead, carrot or stick?
  9. Success is designed; who is drawing the lines? – One of the most egregious problems in today’s world is the delegation of authority to those not worthy or capable. On a consultation the boss had delegated his role to an author of a book.  Every question asked of the leader, he grabbed this author’s book and looked for an answer.  The book is a good resource, but the lack of application to direct business problems was not the author’s intent and was beyond the authors ability.
    • Who is drawing the lines designing what success looks like?
    • Why?
  10. The Pyramid Analogy – Use it, Live it, Love it!

The Pyramid Analogy

Consider the triangle from geometry, there are six different classifications, all of which demonstrate production goal attainment, but only the equilateral triangle makes up the pyramid, and only the equilateral triangle can report success in production goal attainment.

Right Triangles:

Right triangle - WikipediaA right triangle has one 90° angle.

The Acute:

Acute triangle | Acute angled triangle
The Acute Triangle has three acute angles (an acute angle measure less than 90°).

The Obtuse:

Obtuse Angled Triangle | Formula and Properties | Solved Examples & Practice Questions
The Obtuse Triangle has an obtuse angle (an obtuse angle is more than 90°).  Since the total degrees in any triangle is 180°, an obtuse triangle can only have one angle that measures more than 90°.

The Isosceles:

Properties of Isosceles Triangle - Definition & Solved Examples
The Isosceles triangle has two equal sides and two equal angles.

The Scalene:

Scalene Triangle (Definition, Area, Perimeter & Examples)
The Scalene Triangle has no congruent sides. In other words, each side must have a different length.

The Equilateral:

Properties of Equilateral Triangles | Brilliant Math & Science Wiki
The Equilateral triangle has three congruent sides and three congruent angles.  Each angle is 60°.

The Pyramid is an interesting shape, it is self-replicating from a single equilateral triangle.  The pyramid is a five-sided object that represents one of the strongest shapes in the galaxy, with integrity to flex without breaking and being destroyed.  Did you know that if you drew straight lines inside the equilateral triangle, and bent the triangle along those lines, a pyramid would take shape?

Volume of a Pyramid - Assignment PointConsider the production environment and the variables generally fall into three categories, inbound, or products needed to make something for a customer; outbound, the product shipped to a customer; quality, the need to ensure the product is acceptable for the customer.

Using a right triangle, if outbound is the 90-degree angle, your quality is way out of reach, and inbound inputs and outbound deliveries are not being properly reviewed by quality.  Thus, the production environment cannot function to its fullest potential, because all three, inbound, outbound, and quality, are not working equally together.

Bobblehead DollTake any other triangle and the story is exactly the same.  When the inbound and the outbound are not equally bound to quality, and quality is not equally bound to inbound and outbound, resources are not properly shared, time is wasted, and production goals will never be met!  Arrange the variables anyway you prefer, and if the pattern is not an equilateral pattern, there is a problem in the production environment and production goals will be missed, opportunities, lost, and money follows potential right out the door.

Follow the rules and watch production meet goals almost by magic.  Fail to follow the rules and production will continue to struggle.  Production goals are effort incarnate, humans pump efforts in, looking for results.  The goals are statistical symbols reporting success, failure, and percentages of improvement towards goals.  At then end of the day, the human element is the only variable worthy of consideration in meeting production goals, and quality is the badge of honor in human efforts.  Thus, quality is the tool that promotes production goal attainment.

© 2021 M. Dave Salisbury
All Rights Reserved
The images used herein were obtained in the public domain; this author holds no copyright to the images displayed.

When Fiction is Reality – The World Weeps!

Exclamation MarkI find a piece of fiction masquerading as science from today’s email, and I cannot help but ask myself, when did fiction become a reality?  How did Orwell’s 1984 escape the pages and become a reality?  Why did Animal House exit the big screen and become a way of life?  Mark Twain is one of the most often quoted authors, and I particularly like his comments on statistics which is pertinent to today’s discussion on fiction.

“There are lies, damned lies, and statistics.”

Consider something with me; even if you initially disagree, please humor me.  Statistics prove nothing; the best a statistical analysis can ever do is represent a bias towards a specific course of action.  That is it!  Mark Twain’s quote describes the persuasive power of numbers, particularly the use of statistics to bolster weak arguments. Mark Twain’s point is used to doubt statistics to prove an opponent’s point.  Inherent in every statistical analysis are the researcher’s biases, the desire of the researcher to attempt to verify something via numbers that are generally unable to be proved otherwise.Anton Ego

Except research proves nothing; even peer-reviewed research, the gold standard in research, can only point a person towards a potential solution and encourage a person towards a course of action.  The numbers prove nothing, ever!  Many people have become convinced that statistical data is comparable to “Holy Writ,” which is erroneous and dangerous.  Let me prove it to you, please.

Project Implicit

Project implicit was designed by Harvard University, is hosted on Harvard’s servers, and is all about individual bias.  Implicit bias in statistics is described as bias that occurs automatically and unintentionally, that nevertheless affects judgments, decisions, and behaviors.  Bog-standard bias is considered attitudes, behaviors, and actions that are prejudiced in favor or opposition to a person, group, or thing.  But, here is the clincher, bias is judged by others as a projection of themselves when they encounter other people, places, or things.

Broccoli PNGFor example, President Bush I, did not like broccoli.  A prejudice, possibly from childhood, he does not like this vegetable and handled the situation poorly at a state dinner in Japan.  Not liking broccoli is a bog-standard bias.  Other people, especially those enjoying broccoli, will view this event and shake their heads, possibly even ridiculing the president for his disinterest in broccoli.  Others who agree that broccoli is nasty will not have a problem with the presidential bias against broccoli as they exercise the same intolerance.  Thus, a bias is a behavior, an attitude, and supporting actions against something, someone, or someplace, even if that bias is understood or not.

Implicit bias takes normal bias one step further, according to psychiatrists and psychologists.  The extra step includes the inability to explain why a person does not like broccoli.  If there is no hidden reasoning from childhood, traumatic experiences, or irrational fears, then bog-standard bias is considered implicit bias, as judged by the person observing the behaviors.  Are the differences apparent; the reason I ask this is because of the problem in naming biases, the individual doing the observing and judging.Implicit Bias Test

In a branch of science called “Chaos Theory,” there is a hypothesis “that people affect their environments to their own desires.”  The premise was accidentally discovered when humans observed particles under close study and observed under remote means, and the particles acted differently.  The human influence upon particles was a giant leap forward in science, and nowhere is the power of researchers more fully understood than in human sciences (psychology, psychiatry, etc.).  The human brain is wired to connect socially, which is part of the problem when humans are studied under observation.  The innate desire to connect means that people will choose differently when under direct observation, when under remote observation, and when under no observation.

Hence bias is a judgment of another as witnessed through a lens of another person’s understanding, opinions, biases, and experiences.  Researcher bias is a fact inescapable and remains a topic of discussion in every research paper as a contributing factor to the results.  Why; because the researcher’s influenced the results, influenced the data, and influenced the process to achieve their own desires for an outcome. QED: Thoughts become things.Thoughts Become Things | the quotes

Returning to Project Implicit, ask yourself, why would you allow someone else to judge you?  Do you know them?  Do they know you?  Do you fully appreciate that the other person and yourself will influence the results?

Project implicit claims to measure, using mathematical formula the bias of another person, using time and word lists.  Using this formula (v1-v2=BIAS), Project Implicit proclaims they can help you recognize implicit bias on a range of topics from racism to gender roles and from veggies to pets, all because the mathematics claim they are conducting science.  Except, the implicit association is rigged to produce the desired results, as discussed above; hence, where is the veracity?The problems with implicit bias training | The Spectator | Truth Conquers All

GIGO

Garbage in equals garbage out (GIGO) is an axiom that initially began in computer programming and signified that when you dump a bunch of garbage into a system, the results are garbage.  The same is true for every single human endeavor; when you begin with garbage, the best you get for a result is more garbage.  Returning to implicit associations as an indicator of implicit biases, ask yourself, who selected the terms associated with the topic under study, the researcher or the researchee?

Of course, the researcher selected the terms, chose the topic, and tested how fast you can associate a word with the topic under study.  Then comparing the two results declares you have a bias.  Except, do you have a bias; I do not think so!  But, that’s my bias, for I choose to believe that you know how to choose and act in social environments to your potential and desired outcomes.[الإنحياز الضمني] مكتبات التصنيف الجاهزة في العقل البشري | محمد بن نخيلان الشمري

An Example

I was ordered to take an implicit association test to measure my emotional intelligence in a previous position.  The test used word associations on the topic of gender roles and leadership.  Believe it or not, I failed that association test; I do not place genders into any roles as traditional or limited to one gender or the other.  The best leaders are good followers; leaders are not born, they are made; gender, like race, never plays a role in the leadership potential of the person in charge.  Yet, when I failed the association test, my organization was informed I was obstinate, difficult, and opinionated; not that I deny these accusations, I simply refuse to fit into a pre-determined box.  Plus, I would see more people escape the box that has been built for them to “fit” into!https://c1.staticflickr.com/9/8368/8537356422_23bf051215_b.jpg

Later that same week, I snuck into the association exam a second and third time, mainly because the researchers kept sending active links that did not discriminate against logins that had previously taken their test.  Yes, I intentionally poked holes into these researcher’s pet project, and I will explain in a minute why.  On my second attempt, I chose what the results considered a “traditional male” with a bias against women.  In the third attempt, I decided to be a woman with a grudge against men and their traditional roles.  I wanted to show how irrelevant these word association tests are and how the results should never be taken seriously.

My plan backfired; my employer was not happy.  The researchers had to scrap their entire data set and go back to the drawing board to fix the research plan, and then after regaining approval, collect human testing data a second time.  Lots of prestige was lost for my employer.  I did not care then; I care less even now; even though I eventually left that position with people angry with me, I do not regret my actions.  Thankfully, I was not the only person offended by the word associations and the results which “snuck back” to play!Mediocrity Joke

Why is this important?

The answer to why these topics are important is found in the principles outlined:

  1. Statistics prove nothing!
  2. Statistics can only support a course of action!
  3. Research can only support a decision!
  4. Research cannot prove anything!
  5. Faux science abounds, and until researchers and academia acknowledge this problem, it will only grow.
  6. Never believe what you read, see, or hear!
  7. Faux science is being used to classify, separate, denigrate, and deride!
  8. Faux science is the excuse for stealing your liberty, freedoms, and legal rights under the US Constitution!
  9. Faux science crops up in courtrooms which is a cause for bad case law, which develops into detestable legislation!
  10. Faux science looks, sounds, and appears legitimate until you dig deeper. If you do not dig, you will be misled!

Bobblehead DollI cannot stress enough the need for every person to stop accepting the box others claim you must live in to “get along and get ahead.”  You are an individual with inalienable rights, a brilliant mind, and unlimited potential.  You are needed on the front lines of the battlefields of today.  You must play an active role, or you will not be able to leave the American Heritage and this great Republic to your children and community.

But, like the “Reading Rainbow” used to proclaim, “Don’t take my word for it!”  Meaning explore, doubt, ask questions, and keep asking questions until you are satisfied the answers are truthful, without dissemination.  Liars will tell you a thousand truths to get you to believe a single lie.  But, do not take my word for it; prove it to yourself; then teach it to another person so that you can learn more perfectly.Reading Rainbow

© 2021 M. Dave Salisbury
All Rights Reserved
The images used herein were obtained in the public domain; this author holds no copyright to the images displayed.