igitabo bishingiye ikigeragezo «Spiral
Dynamics: Mastering Values, Leadership,
and Change» (ISBN-13: 978-1405133562)
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Inshinga Ijyenga Ikintu «V.U.C.A MATORA DESIGNER»

What is V.U.C.A.?


V.U.C.A. is an acronym that defines the conditions that affect organizations in a changing and complex world. It was designed to help us factor in the forces of change and uncertainty in our projects and businesses. V.U.C.A. stands for volatility, uncertainty, complexity, and ambiguity. 

  • Volatility refers to the rate of change and churn in a business or situation. 
  • Uncertainty refers to the lack of predictability or high potential for surprise. In an uncertain environment, it would be difficult to create plans for the future that we're not based on a large number of assumptions that could turn out to be incorrect. 
  • Complexity refers to the high number of interrelated forces, issues, organizations, and factors that would influence the life and business. 
  • Ambiguity refers to the possibility of misunderstanding the conditions and root causes of events or circumstances.


How to apply V.U.C.A.?


It's a concept developed to deal with these forces in a changing and uncertain world. Businesses can apply the concept of V.U.C.A. as a tool for determining how best to approach business projects. Introducing certainty through SDTEST + correlation.


What is correlation?


Correlation is a term used in various fields of knowledge, including psychology, to denote the mutual correlation and correspondence of concepts and phenomena.


What is correlation dependence?


Correlation dependence is the changes that the values of one attribute contribute to the probability of different values of another attribute appearing.


What is a positive correlation?


It is when another accompanies an increase in one variable or when high values of one are associated with high values of another, and low values are associated with low values.


What does a positive correlation show?


The relationship between two variables can be as follows - when the values of one variable increase, the values of the other variable also increase. It is what a positive correlation coefficient shows.


What is a negative correlation?


It is when an increase in the other accompanies a decrease in one variable or when high values of one are associated with low values of the other, and low values are associated with high values.


What does a negative correlation show?


The relationship between two variables can be as follows - when the values of one variable decrease, the values of the other variable increase. It shows a negative correlation coefficient. Such variables are said to be negatively correlated.


What is correlation coefficient?


The correlation coefficient in mathematical statistics is an indicator characterizing the strength of the statistical relationship between two or more random variables.

Their common feature is that they reflect the relationship of two traits measured on a quantitative scale - rank or metric.


What is statistical significance?


Statistical significance is an assessment of whether an event is due to chance. If an outcome is statistically significant, it is unlikely to occur due to random events or fluctuations.


How does determine if a relationship is significant (credible)?


There is a threshold for determining statistical significance. The critical value of the correlation coefficient determines it. If the obtained value of the correlation coefficient is higher than the critical value, such correlation is considered to be statistically significant (reliable). 


Critical Value of the Correlation Coefficient


The critical value of the correlation coefficient is a threshold value used to test the significance of a correlation. It indicates at what value of the correlation coefficient it can be concluded that the discovered relationship between variables is statistically significant and not due to chance. This value depends on the significance level (e.g., 0.05 or 0.01) and the number of observations.


Why is the symbol r used for the critical value?


The letter r is used to denote the critical value because this value refers directly to the correlation coefficient. The symbol r itself, in this context, continues to denote the correlation coefficient (either Pearson or Spearman), and the "critical value" simply means the threshold that must be reached or exceeded in order to consider the correlation statistically significant.


Continuity and Convenience


Using the same symbol for the correlation coefficient and its critical value helps to avoid confusion and simplifies working with tables of critical values. Usually, the critical value r is found using special tables for Pearson or Spearman, depending on the method and level of significance, which is directly related to the correlation coefficient.


Thus, the Latin letter r continues to serve to designate the correlation coefficient as a value, and the addition of the term "critical" indicates its threshold value in the context of hypothesis testing.


How to use the tariff?

1. Create a Personal Account (here, you will need a valid email) and buy the ➡️ Inshinga Ijyenga Ikintu «Ubushakashatsi +».

2. Next you need to buy the tariff «V.U.C.A matora designer».

3. Go to «My tariffs» in the Menu and choose bookmark «Ubushakashatsi +».

4. Choose the button «V.U.C.A.» under the bookmark «Ubushakashatsi +».

5. Create a new poll.

6. Copy and share the link to the poll.

6.1. Buy the tariff «My Name Subdomain» if you want to personalise your link.

6.2. Buy the tariff «Logo wanjye» if you want to increase awareness of your corporate or personal brand*.

* The user is solely and entirely responsible for complying with the legal requirements of the Copyright Treaty of the World Intellectual Property Organization, the Berne Convention for the Protection of Literary and Artistic Works, and the WIPO Copyright Treaty.


SDTEST's reports of V.U.C.A. polls:

1) Ibikorwa byamasosiyete bijyanye nabakozi mukwezi gushize (yego / oya)

2) Ibikorwa byamasosiyete bijyanye nabakozi mukwezi gushize (Ukuri muri%)

3) Ubwoba

4) Ibibazo bikomeye byugarije igihugu cyanjye

5) Ni izihe mico n'ubushobozi bakoresha abayobozi beza bakoresha mugihe wubaka amakipe yatsinze?

6) Google. Ibintu bigira ingaruka kumatsinda

7) Ibyingenzi byihutirwa byabashaka akazi

8) Niki gituma shebuja umuyobozi ukomeye?

9) Niki gituma abantu batsinze akazi?

10) Witeguye kwakira umushahara muto kugirango ukore kure?

11) Ese imyaka irahari?

12) Ingero mu mwuga

13) Ingero mubuzima

14) Impamvu Zitera Imyaka

15) Impamvu zituma abantu bareka (na Anna ari ngombwa)

16) Kwizerana (#WVS)

17) Ubushakashatsi bwa Oxford

18) Imibereho myiza ya psychologiya

19) Ni hehe wakubera amahirwe ashimishije?

20) Uzakora iki muri iki cyumweru kugirango urebe ubuzima bwawe bwo mumutwe?

21) Mbaho ntekereza ibyahise, ubungubu cyangwa ejo hazaza

22) Mertocracy

23) Ubwenge bwubuhanga no kurangiza umuco

24) Kuki abantu batangara?

25) Itandukaniro ryuburinganire mu kubaka kwigirira icyizere (IFD AllenBach)

26) Xing.com Isuzuma ry'umuco

27) Patrick Lencioni's "Ingaruka eshanu z'ikipe"

28) Kubabarana ni ...

29) Ni ikihe kintu cy'ingenzi kuri kontorwa muguhitamo gutanga akazi?

30) Impamvu abantu barwanya impinduka (by Siobhán Mchale)

31) Nigute ushobora kugenga amarangamutima yawe? (by nawal mustafa m.a.)

32) 21 Ubuhanga bukwishura ubuziraherezo (by Yeremiya Teo / 赵汉昇)

33) Ubwisanzure nyabwo ni ...

34) Inzira 12 zo kubaka ikizere nabandi (by Justin Wright)

35) Ibiranga umukozi ufite impano (ukoresheje ikigo cyubuyobozi cyanditse)

36) Imfunguzo 10 zo gushishikariza ikipe yawe

37) Algebra y'umutimanama (by Vladimir Lefebvre)

38) Ibintu bitatu bitandukanye by'ejo hazaza (by Dr. Clare W. Graves)


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