öý/Blog/Could MBTI® be coupled with Spiral Dynamics?

Could MBTI® be coupled with Spiral Dynamics?

We received this question after the publication of articles Simple SDTEST^® Gives Great Possibilities and Mathematical Psychology. The Myers-Briggs Type Indicator (MBTI^®) and Spiral Dynamics are two systems that categorize personality traits and motivational values, respectively. This article is dedicated to answering this question. It will show with a real example how to use the SDTEST^® V.U.C.A. poll designer.

Brief Overviews of the Systems

MBTI^® categorizes personality into 16 types based on preferences across four dichotomies: Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, and Judging/Perceiving. It has been extensively validated and applied in career development, leadership, and team-building.

Spiral Dynamics maps the evolution of motivational value systems in a spectrum of colors or levels, from basic survivalist Beige to holistic-minded Turquoise. It builds on Clare Graves' theory of levels of human existence and has been used extensively in organizational development and coaching. SDTEST^®has 86469 results from 171 countries, results clustered into 7998 unique motivational patterns.

While both systems group people into "types", MBTI^® reflects non-hierarchical preferences while Spiral Dynamics depicts hierarchical development.

Possible Connections Between the Systems

Some relationships could potentially be theorized between MBTI^® types and Spiral levels based on apparent similarities in focus:

Intuitive types (N) may gravitate toward the holistic Yellow and Turquoise levels.
Sensing types (S) match the practical Red and Blue levels.
Thinking types (T) resonate with the objective, logical Orange level.
Feeling types (F) align with the harmonic Green level.

So Intuitive, Feeling types like INFJ could speculatively be associated with later Green and Yellow Spiral levels, while Sensing, Thinking types such as ISTJ fit earlier Blue and Orange levels.

Studying the correlation between Spiral Dynamics developmental stages and MBTI^® personality types could potentially yield some useful insights, but it also has limitations:

Potential benefits:

Seeing relationships between motivational values and personality preferences - e.g., Achiever Orange correlated with Thinking preference
Understanding interactions between developmental level and type - e.g., how INFJs may express differently at different Spiral levels
Explaining tensions within types via value differences - e.g., INTJs driven by power versus achievement
Mapping types/functions to transitional stages - e.g., Intuition in late Orange, Feeling in early Green

Limitations:

Differences in goals and validation of the two systems
Individuals express both multiple values and multifaceted personalities
Correlations may reinforce stereotypes about both frameworks

Intriguing connections may emerge, directly linking MBTI^® types to Spiral Dynamics levels.

The SDTEST^® V.U.C.A. poll designer

The SDTEST^® V.U.C.A. poll designer is as simple as Google Forms. Watch this two-minute video to get acquainted and compare. The main difference of the SDTEST® V.U.C.A. poll designer is the presence of an independent multilingual UI for changing the site language and poll form. If, for example, your primary site language is English, and you do the poll in 6 international UN languages, then you only need to use the language change window for the poll form. If you are doing this work together with colleagues whose primary language is Arabic, Chinese, Spanish, German, French, or other languages, then for their convenience, they can change the language of the site.

Create and share your Poll (MBTI^®)

Now you know the functionality of the Designer, and you can create your own, for example, MBTI^®.

We invite you to look “under the hood” of the poll Psychological Wellbeing (by Carol D. Ryff) we have already created. Developed by psychologist Carol D. Ryff, the 42-item Psychological Wellbeing (PWB) Scale. Source: Ryff, Carol D., Psychological Well-Being Revisited: Advances in Science and Practice, NIH Public Access, Psychother Psychosom, Vol.83, No.1, Pp.31, (2014). Watch the next two-minute video.

Now you need to share the link to your survey, and survey participants choose the language in which they are comfortable answering the questions. Watch the next one-minute video.

Poll results and their analysis

We do not have the results of the MBTI^® poll, so for example, we will use the poll “Psychological Wellbeing (by Carol D. Ryff)“ we used above.

Below you can read an abridged version of the results of our VUCA poll “Psychological Wellbeing (by Carol D. Ryff)“. The full version of the results is available for free in the FAQ section after login or registration.

Psihologiki abadançylyk

grafikler Baradaky

VUCA

Korrelýasiýa koeffisiýentiniň möhüm bahasy

Adaty paýlanyş, William Sealyom tarapyndan (talyp) r = 0.0482

Adaty däl paýlanma, naýza bilen r = 0.002

Diňe netijeleri görkeziň > r = 0.0482

Paýlamak	Kadaly däl	Adaty	Kadaly däl	Adaty	Adaty	Adaty	Adaty	Adaty
Allhli soraglar Allhli soraglar 1) Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?) 2) Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?) 3) Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?) 4) Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?) 5) Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?) 6) Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
1) Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 1	-	Gowşak negatiw -0.0553	Gowşak oňyn 0.0687	Gowşak negatiw -0.0363	Gowşak oňyn 0.0386	Gowşak negatiw -0.0496	Gowşak negatiw -0.0116	Gowşak oňyn 0.0467
Answer 2	-	Gowşak negatiw -0.0278	Gowşak negatiw -0.0285	Gowşak oňyn 0.0159	Gowşak oňyn 0.0293	Gowşak negatiw -0.0022	Gowşak negatiw -0.0285	Gowşak oňyn 0.0191
Answer 3	-	Gowşak oňyn 0.0442	Gowşak negatiw -0.0283	Gowşak oňyn 0.0173	Gowşak negatiw -0.0327	Gowşak oňyn 0.0071	Gowşak oňyn 0.0425	Gowşak negatiw -0.0364
Answer 4	-	Gowşak oňyn 0.0409	Gowşak negatiw -0.0147	Gowşak oňyn 0.0241	Gowşak oňyn 0.0016	Gowşak negatiw -0.0138	Gowşak negatiw -0.0542	Gowşak oňyn 0.0169
Answer 5	-	Gowşak negatiw -0.0052	Gowşak negatiw -0.0129	Gowşak negatiw -0.0128	Gowşak negatiw -0.0211	Gowşak oňyn 0.0746	Gowşak oňyn 0.0498	Gowşak negatiw -0.0724
Answer 6	-	Gowşak oňyn 0.0607	Gowşak negatiw -0.0336	Gowşak oňyn 0.0387	Gowşak negatiw -0.0277	Gowşak oňyn 0.0104	Gowşak negatiw -0.0069	Gowşak negatiw -0.0276
Answer 7	-	Gowşak oňyn 0.0295	Gowşak oňyn 0.0223	Gowşak negatiw -0.0345	Gowşak negatiw -0.0619	Gowşak oňyn 0.0283	Gowşak oňyn 0.0227	Gowşak oňyn 0.0085
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 8	-	Gowşak oňyn 0.0036	Gowşak oňyn 0.0355	Gowşak oňyn 0.0281	Gowşak negatiw -0.0240	Gowşak negatiw -0.0389	Gowşak negatiw -0.0868	Gowşak oňyn 0.0871
Answer 9	-	Gowşak negatiw -0.0568	Gowşak negatiw -0.0046	Gowşak oňyn 0.0117	Gowşak oňyn 0.0467	Gowşak negatiw -0.0116	Gowşak oňyn 0.0092	Gowşak negatiw -0.0134
Answer 10	-	Gowşak negatiw -0.0465	Gowşak negatiw -0.0397	Gowşak negatiw -0.0487	Gowşak oňyn 0.0022	Gowşak oňyn 0.0136	Gowşak oňyn 0.0646	Gowşak oňyn 0.0260
Answer 11	-	Gowşak oňyn 0.0378	Gowşak oňyn 0.0279	Gowşak oňyn 0.0136	Gowşak negatiw -0.0015	Gowşak negatiw -0.0307	Gowşak oňyn 0.0136	Gowşak negatiw -0.0367
Answer 12	-	Gowşak oňyn 0.0423	Gowşak oňyn 0.0012	Gowşak negatiw -0.0345	Gowşak oňyn 0.0154	Gowşak oňyn 0.0490	Gowşak oňyn 0.0187	Gowşak negatiw -0.0754
Answer 13	-	Gowşak oňyn 0.0577	Gowşak negatiw -0.0357	Gowşak oňyn 0.0357	Gowşak negatiw -0.0584	Gowşak oňyn 0.0325	Gowşak negatiw -0.0026	Gowşak negatiw -0.0169
Answer 14	-	Gowşak oňyn 0.0467	Gowşak oňyn 0.0235	Gowşak negatiw -0.0096	Gowşak negatiw -0.0178	Gowşak oňyn 0.0189	Gowşak negatiw -0.0013	Gowşak negatiw -0.0350
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 15	-	Gowşak oňyn 0.0670	Gowşak oňyn 0.0206	Gowşak oňyn 0.0379	Gowşak negatiw -0.0543	Gowşak oňyn 0.0436	Gowşak negatiw -0.0221	Gowşak negatiw -0.0559
Answer 16	-	Gowşak oňyn 0.0604	Gowşak oňyn 0.0230	Gowşak oňyn 0.0406	Gowşak oňyn 0.0181	Gowşak negatiw -0.0170	Gowşak negatiw -0.0286	Gowşak negatiw -0.0639
Answer 17	-	Gowşak negatiw -0.0169	Gowşak negatiw -0.0178	Gowşak negatiw -0.0368	Gowşak oňyn 0.0758	Gowşak oňyn 0.0089	Gowşak oňyn 0.0233	Gowşak negatiw -0.0506
Answer 18	-	Gowşak negatiw -0.0182	Gowşak oňyn 0.0076	Gowşak negatiw -0.0354	Gowşak negatiw -0.0185	Gowşak oňyn 0.0054	Gowşak negatiw -0.0058	Gowşak oňyn 0.0527
Answer 19	-	Gowşak oňyn 0.0208	Gowşak oňyn 0.0475	Gowşak negatiw -0.0280	Gowşak negatiw -0.0220	Gowşak negatiw -0.0192	Gowşak oňyn 0.0406	Gowşak negatiw -0.0127
Answer 20	-	Gowşak negatiw -0.0412	Gowşak negatiw -0.0327	Gowşak oňyn 0.0102	Gowşak oňyn 0.0142	Gowşak negatiw -0.0519	Gowşak oňyn 0.0295	Gowşak oňyn 0.0507
Answer 21	-	Gowşak negatiw -0.0534	Gowşak negatiw -0.0332	Gowşak oňyn 0.0187	Gowşak negatiw -0.0537	Gowşak oňyn 0.0429	Gowşak negatiw -0.0377	Gowşak oňyn 0.0812
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 22	-	Gowşak negatiw -0.0240	Gowşak oňyn 0.0385	Gowşak oňyn 0.0122	Gowşak negatiw -0.0489	Gowşak negatiw -0.0249	Gowşak negatiw -0.0356	Gowşak oňyn 0.0816
Answer 23	-	Gowşak negatiw -0.0521	Gowşak negatiw -0.0184	Gowşak negatiw -0.0088	Gowşak oňyn 0.0127	Gowşak negatiw -0.0079	Gowşak oňyn 0.0100	Gowşak oňyn 0.0383
Answer 24	-	Gowşak oňyn 0.0421	Gowşak negatiw -0.0435	Gowşak negatiw -0.0055	Gowşak oňyn 0.0600	Gowşak negatiw -0.0200	Gowşak oňyn 0.0533	Gowşak negatiw -0.0787
Answer 25	-	Gowşak oňyn 0.0162	Gowşak oňyn 0.0099	Gowşak oňyn 0.0158	Gowşak negatiw -0.0089	Gowşak negatiw -0.0142	Gowşak negatiw -0.0198	Gowşak oňyn 0.0081
Answer 26	-	Gowşak negatiw -0.0049	Gowşak negatiw -0.0169	Gowşak negatiw -0.0180	Gowşak negatiw -0.0177	Gowşak oňyn 0.0725	Gowşak negatiw -0.0060	Gowşak negatiw -0.0181
Answer 27	-	Gowşak oňyn 0.0582	Gowşak oňyn 0.0147	Gowşak oňyn 0.0061	Gowşak oňyn 0.0010	Gowşak oňyn 0.0708	Gowşak negatiw -0.0093	Gowşak negatiw -0.1088
Answer 28	-	Gowşak oňyn 0.0420	Gowşak oňyn 0.0414	Gowşak negatiw -0.0073	Gowşak oňyn 0.0017	Gowşak negatiw -0.0269	Gowşak oňyn 0.0029	Gowşak negatiw -0.0246
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 29	-	Gowşak oňyn 0.0839	Gowşak oňyn 0.0305	Gowşak negatiw -0.0126	Gowşak negatiw -0.0310	Gowşak oňyn 0.0447	Gowşak negatiw -0.0279	Gowşak negatiw -0.0505
Answer 30	-	Gowşak oňyn 0.0318	Gowşak negatiw -0.0153	Gowşak oňyn 0.0300	Gowşak negatiw -0.0606	Gowşak oňyn 0.0259	Gowşak oňyn 0.0149	Gowşak negatiw -0.0105
Answer 31	-	Gowşak negatiw -0.0171	Gowşak negatiw -0.0397	Gowşak negatiw -0.0020	Gowşak negatiw -0.0229	Gowşak oňyn 0.0360	Gowşak negatiw -0.0008	Gowşak oňyn 0.0222
Answer 32	-	Gowşak oňyn 0.0318	Gowşak oňyn 0.0397	Gowşak oňyn 0.0288	Gowşak oňyn 0.0103	Gowşak negatiw -0.0256	Gowşak negatiw -0.0224	Gowşak negatiw -0.0386
Answer 33	-	Gowşak negatiw -0.0126	Gowşak oňyn 0.0026	Gowşak negatiw -0.0246	Gowşak oňyn 0.0186	Gowşak oňyn 0.0400	Gowşak negatiw -0.0329	Gowşak oňyn 0.0002
Answer 34	-	Gowşak negatiw -0.0048	Gowşak negatiw -0.0285	Gowşak negatiw -0.0263	Gowşak oňyn 0.0044	Gowşak negatiw -0.0126	Gowşak oňyn 0.0563	Gowşak oňyn 0.0058
Answer 35	-	Gowşak negatiw -0.0710	Gowşak oňyn 0.0271	Gowşak oňyn 0.0038	Gowşak oňyn 0.0679	Gowşak negatiw -0.0822	Gowşak negatiw -0.0069	Gowşak oňyn 0.0413
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 36	-	Gowşak oňyn 0.0916	Gowşak oňyn 0.0315	Gowşak negatiw -0.0079	Gowşak negatiw -0.0602	Gowşak oňyn 0.0585	Gowşak oňyn 0.0077	Gowşak negatiw -0.0726
Answer 37	-	Gowşak oňyn 0.0616	Gowşak oňyn 0.0246	Gowşak oňyn 0.0131	Gowşak negatiw -0.0161	Gowşak oňyn 0.0103	Gowşak negatiw -0.0071	Gowşak negatiw -0.0558
Answer 38	-	Gowşak negatiw -0.0556	Gowşak negatiw -0.0496	Gowşak negatiw -0.0043	Gowşak oňyn 0.0331	Gowşak oňyn 0.0504	Gowşak negatiw -0.0088	Gowşak negatiw -0.0056
Answer 39	-	Gowşak oňyn 0.0229	Gowşak negatiw -0.0083	Gowşak oňyn 0.0003	Gowşak negatiw -0.0166	Gowşak negatiw -0.0632	Gowşak oňyn 0.0233	Gowşak oňyn 0.0479
Answer 40	-	Gowşak negatiw -0.0451	Gowşak negatiw -0.0231	Gowşak negatiw -0.0095	Gowşak oňyn 0.0250	Gowşak negatiw -0.0191	Gowşak oňyn 0.0357	Gowşak oňyn 0.0175
Answer 41	-	Gowşak negatiw -0.0433	Gowşak negatiw -0.0225	Gowşak negatiw -0.0150	Gowşak oňyn 0.0454	Gowşak negatiw -0.0528	Gowşak oňyn 0.0150	Gowşak oňyn 0.0504
Answer 42	-	Gowşak negatiw -0.0261	Gowşak oňyn 0.0519	Gowşak oňyn 0.0203	Gowşak negatiw -0.0182	Gowşak oňyn 0.0029	Gowşak negatiw -0.0554	Gowşak oňyn 0.0268
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 43	-	Gowşak negatiw -0.0476	Gowşak oňyn 0.0314	Gowşak oňyn 0.0503	Gowşak oňyn 0.0189	Gowşak negatiw -0.0625	Gowşak negatiw -0.0749	Gowşak oňyn 0.0703
Answer 44	-	Gowşak negatiw -0.0127	Gowşak negatiw -0.0404	Gowşak negatiw -0.0274	Gowşak oňyn 0.0087	Gowşak oňyn 0.0108	Gowşak oňyn 0.0746	Gowşak negatiw -0.0240
Answer 45	-	Gowşak negatiw -0.0061	Gowşak oňyn 0.0116	Gowşak negatiw -0.0287	Gowşak negatiw -0.0177	Gowşak oňyn 0.0455	Gowşak oňyn 0.0155	Gowşak negatiw -0.0188
Answer 46	-	Gowşak oňyn 0.0518	Gowşak negatiw -0.0162	Gowşak oňyn 0.0124	Gowşak negatiw -0.0216	Gowşak oňyn 0.0138	Gowşak oňyn 0.0152	Gowşak negatiw -0.0357
Answer 47	-	Gowşak oňyn 0.0314	Gowşak negatiw -0.0008	Gowşak negatiw -0.0245	Gowşak oňyn 0.0325	Gowşak oňyn 0.0061	Gowşak oňyn 0.0151	Gowşak negatiw -0.0468
Answer 48	-	Gowşak oňyn 0.0353	Gowşak oňyn 0.0154	Gowşak oňyn 0.0104	Gowşak negatiw -0.0119	Gowşak oňyn 0.0067	Gowşak negatiw -0.0386	Gowşak negatiw -0.0046
Answer 49	-	Gowşak oňyn 0.0390	Gowşak oňyn 0.0050	Gowşak negatiw -0.0224	Gowşak negatiw -0.0368	Gowşak oňyn 0.0311	Gowşak negatiw -0.0163	Gowşak oňyn 0.0098
2) Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 50	-	Gowşak negatiw -0.0496	Gowşak negatiw -0.0218	Gowşak oňyn 0.0081	Gowşak oňyn 0.0765	Gowşak negatiw -0.0383	Gowşak negatiw -0.1020	Gowşak oňyn 0.0860
Answer 51	-	Gowşak negatiw -0.0017	Gowşak negatiw -0.0097	Gowşak oňyn 0.0047	Gowşak negatiw -0.0265	Gowşak oňyn 0.0052	Gowşak oňyn 0.0323	Gowşak negatiw -0.0026
Answer 52	-	Gowşak oňyn 0.0247	Gowşak negatiw -0.0359	Gowşak negatiw -0.0074	Gowşak negatiw -0.0159	Gowşak negatiw -0.0068	Gowşak oňyn 0.0904	Gowşak negatiw -0.0413
Answer 53	-	Gowşak oňyn 0.0040	Gowşak negatiw -0.0052	Gowşak negatiw -0.0110	Gowşak negatiw -0.0223	Gowşak negatiw -0.0014	Gowşak negatiw -0.0116	Gowşak oňyn 0.0402
Answer 54	-	Gowşak oňyn 0.0132	Gowşak oňyn 0.0326	Gowşak oňyn 0.0116	Gowşak negatiw -0.0091	Gowşak oňyn 0.0198	Gowşak negatiw -0.0052	Gowşak negatiw -0.0424
Answer 55	-	Gowşak oňyn 0.0426	Gowşak oňyn 0.0247	Gowşak negatiw -0.0196	Gowşak negatiw -0.0106	Gowşak oňyn 0.0713	Gowşak oňyn 0.0037	Gowşak negatiw -0.0844
Answer 56	-	Gowşak oňyn 0.0056	Gowşak oňyn 0.0994	Gowşak oňyn 0.0085	Gowşak negatiw -0.0355	Gowşak negatiw -0.0160	Gowşak oňyn 0.0102	Gowşak negatiw -0.0328
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 57	-	Gowşak oňyn 0.0622	Gowşak oňyn 0.0838	Gowşak oňyn 0.0511	Gowşak negatiw -0.0790	Gowşak oňyn 0.0023	Gowşak negatiw -0.0341	Gowşak negatiw -0.0313
Answer 58	-	Gowşak oňyn 0.0647	Gowşak oňyn 0.0330	Gowşak negatiw -0.0300	Gowşak negatiw -0.0322	Gowşak oňyn 0.0122	Gowşak oňyn 0.0695	Gowşak negatiw -0.0769
Answer 59	-	Gowşak negatiw -0.0099	Gowşak negatiw -0.0284	Gowşak oňyn 0.0141	Gowşak oňyn 0.0105	Gowşak negatiw -0.0004	Gowşak oňyn 0.0205	Gowşak negatiw -0.0136
Answer 60	-	Gowşak oňyn 0.0155	Gowşak negatiw -0.0092	Gowşak oňyn 0.0005	Gowşak negatiw -0.0093	Gowşak oňyn 0.0028	Gowşak negatiw -0.0061	Gowşak oňyn 0.0062
Answer 61	-	Gowşak negatiw -0.0034	Gowşak oňyn 0.0176	Gowşak oňyn 0.0019	Gowşak oňyn 0.0058	Gowşak negatiw -0.0045	Gowşak negatiw -0.0148	Gowşak oňyn 0.0019
Answer 62	-	Gowşak negatiw -0.0549	Gowşak negatiw -0.0764	Gowşak negatiw -0.0005	Gowşak oňyn 0.0036	Gowşak oňyn 0.0031	Gowşak oňyn 0.0098	Gowşak oňyn 0.0697
Answer 63	-	Gowşak negatiw -0.0551	Gowşak oňyn 0.0015	Gowşak negatiw -0.0228	Gowşak oňyn 0.0783	Gowşak negatiw -0.0151	Gowşak negatiw -0.0589	Gowşak oňyn 0.0391
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 64	-	Gowşak oňyn 0.0574	Gowşak oňyn 0.0891	Gowşak oňyn 0.0483	Gowşak negatiw -0.0795	Gowşak negatiw -0.0057	Gowşak negatiw -0.0384	Gowşak negatiw -0.0179
Answer 65	-	Gowşak oňyn 0.0129	Gowşak oňyn 0.0565	Gowşak negatiw -0.0106	Gowşak negatiw -0.0506	Gowşak oňyn 0.0301	Gowşak oňyn 0.0340	Gowşak negatiw -0.0436
Answer 66	-	Gowşak oňyn 0.0522	Gowşak negatiw -0.0293	Gowşak negatiw -0.0009	Gowşak negatiw -0.0183	Gowşak oňyn 0.0158	Gowşak oňyn 0.0186	Gowşak negatiw -0.0238
Answer 67	-	Gowşak oňyn 0.0158	Gowşak oňyn 0.0365	Gowşak negatiw -0.0056	Gowşak negatiw -0.0078	Gowşak negatiw -0.0463	Gowşak oňyn 0.0279	Gowşak negatiw -0.0006
Answer 68	-	Gowşak negatiw -0.0534	Gowşak negatiw -0.0278	Gowşak negatiw -0.0168	Gowşak oňyn 0.0545	Gowşak oňyn 0.0112	Gowşak oňyn 0.0219	Gowşak negatiw -0.0167
Answer 69	-	Gowşak negatiw -0.0450	Gowşak negatiw -0.0553	Gowşak oňyn 0.0457	Gowşak oňyn 0.0126	Gowşak negatiw -0.0265	Gowşak negatiw -0.0205	Gowşak oňyn 0.0547
Answer 70	-	Gowşak negatiw -0.0376	Gowşak negatiw -0.0422	Gowşak negatiw -0.0514	Gowşak oňyn 0.0773	Gowşak oňyn 0.0161	Gowşak negatiw -0.0482	Gowşak oňyn 0.0424
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 71	-	Gowşak oňyn 0.0074	Gowşak negatiw -0.0537	Gowşak oňyn 0.0025	Gowşak negatiw -0.0025	Gowşak oňyn 0.0100	Gowşak negatiw -0.0547	Gowşak oňyn 0.0647
Answer 72	-	Gowşak negatiw -0.0402	Gowşak negatiw -0.0642	Gowşak oňyn 0.0173	Gowşak oňyn 0.0458	Gowşak oňyn 0.0027	Gowşak negatiw -0.0369	Gowşak oňyn 0.0365
Answer 73	-	Gowşak oňyn 0.0125	Gowşak oňyn 0.0132	Gowşak negatiw -0.0180	Gowşak negatiw -0.0152	Gowşak oňyn 0.0103	Gowşak oňyn 0.0246	Gowşak negatiw -0.0172
Answer 74	-	Gowşak oňyn 0.0540	Gowşak oňyn 0.0427	Gowşak negatiw -0.0227	Gowşak negatiw -0.0224	Gowşak negatiw -0.0340	Gowşak oňyn 0.0323	Gowşak negatiw -0.0141
Answer 75	-	Gowşak negatiw -0.0150	Gowşak oňyn 0.0234	Gowşak negatiw -0.0058	Gowşak negatiw -0.0019	Gowşak oňyn 0.0102	Gowşak oňyn 0.0562	Gowşak negatiw -0.0549
Answer 76	-	Gowşak negatiw -0.0040	Gowşak oňyn 0.0648	Gowşak negatiw -0.0064	Gowşak oňyn 0.0015	Gowşak negatiw -0.0077	Gowşak oňyn 0.0336	Gowşak negatiw -0.0554
Answer 77	-	Gowşak oňyn 0.0072	Gowşak oňyn 0.0622	Gowşak oňyn 0.0391	Gowşak negatiw -0.0429	Gowşak negatiw -0.0054	Gowşak negatiw -0.0193	Gowşak negatiw -0.0155
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 78	-	Gowşak oňyn 0.0367	Gowşak oňyn 0.0434	Gowşak oňyn 0.0463	Gowşak negatiw -0.0707	Gowşak negatiw -0.0609	Gowşak negatiw -0.0158	Gowşak oňyn 0.0476
Answer 79	-	Gowşak oňyn 0.0093	Gowşak oňyn 0.0591	Gowşak oňyn 0.0090	Gowşak negatiw -0.0506	Gowşak negatiw -0.0284	Gowşak oňyn 0.0140	Gowşak oňyn 0.0113
Answer 80	-	Gowşak oňyn 0.0231	Gowşak negatiw -0.0348	Gowşak oňyn 0.0215	Gowşak negatiw -0.0785	Gowşak oňyn 0.0148	Gowşak oňyn 0.0043	Gowşak oňyn 0.0499
Answer 81	-	Gowşak negatiw -0.0129	Gowşak oňyn 0.0049	Gowşak oňyn 0.0063	Gowşak negatiw -0.0470	Gowşak negatiw -0.0059	Gowşak oňyn 0.0406	Gowşak oňyn 0.0169
Answer 82	-	Gowşak negatiw -0.0371	Gowşak negatiw -0.0120	Gowşak oňyn 0.0079	Gowşak negatiw -0.0003	Gowşak oňyn 0.0179	Gowşak oňyn 0.0122	Gowşak negatiw -0.0036
Answer 83	-	Gowşak negatiw -0.0268	Gowşak negatiw -0.0557	Gowşak negatiw -0.0510	Gowşak oňyn 0.0465	Gowşak oňyn 0.0312	Gowşak oňyn 0.0573	Gowşak negatiw -0.0261
Answer 84	-	Gowşak oňyn 0.0103	Gowşak oňyn 0.0066	Gowşak negatiw -0.0198	Gowşak oňyn 0.1488	Gowşak oňyn 0.0151	Gowşak negatiw -0.0986	Gowşak negatiw -0.0691
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 85	-	Gowşak negatiw -0.0223	Gowşak oňyn 0.0026	Gowşak negatiw -0.0023	Gowşak oňyn 0.1099	Gowşak oňyn 0.0071	Gowşak negatiw -0.1280	Gowşak oňyn 0.0082
Answer 86	-	Gowşak negatiw -0.0272	Gowşak negatiw -0.0456	Gowşak oňyn 0.0327	Gowşak negatiw -0.0177	Gowşak negatiw -0.0270	Gowşak oňyn 0.0610	Gowşak oňyn 0.0088
Answer 87	-	Gowşak negatiw -0.0013	Gowşak negatiw -0.0019	Gowşak negatiw -0.0292	Gowşak negatiw -0.0448	Gowşak oňyn 0.0158	Gowşak oňyn 0.0611	Gowşak oňyn 0.0073
Answer 88	-	Gowşak oňyn 0.0474	Gowşak oňyn 0.0127	Gowşak negatiw -0.0291	Gowşak negatiw -0.0623	Gowşak oňyn 0.0128	Gowşak oňyn 0.0257	Gowşak oňyn 0.0127
Answer 89	-	Gowşak oňyn 0.0458	Gowşak oňyn 0.0175	Gowşak oňyn 0.0405	Gowşak negatiw -0.0037	Gowşak negatiw -0.0406	Gowşak oňyn 8.63E-5	Gowşak negatiw -0.0329
Answer 90	-	Gowşak oňyn 0.0331	Gowşak oňyn 0.0293	Gowşak negatiw -0.0241	Gowşak negatiw -0.0277	Gowşak oňyn 0.0278	Gowşak oňyn 0.0122	Gowşak negatiw -0.0292
Answer 91	-	Gowşak negatiw -0.0383	Gowşak oňyn 0.0474	Gowşak negatiw -0.0058	Gowşak negatiw -0.0332	Gowşak oňyn 0.0256	Gowşak oňyn 0.0063	Gowşak oňyn 0.0012
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 92	-	Gowşak oňyn 0.0524	Gowşak oňyn 0.0551	Gowşak oňyn 0.0266	Gowşak negatiw -0.0967	Gowşak oňyn 0.0105	Gowşak oňyn 0.0335	Gowşak negatiw -0.0327
Answer 93	-	Gowşak oňyn 0.0132	Gowşak oňyn 0.0522	Gowşak negatiw -8.69E-5	Gowşak negatiw -0.0370	Gowşak negatiw -0.0047	Gowşak oňyn 0.0031	Gowşak negatiw -0.0045
Answer 94	-	Gowşak oňyn 0.0475	Gowşak negatiw -0.0193	Gowşak negatiw -0.0083	Gowşak negatiw -0.0326	Gowşak oňyn 0.0001	Gowşak oňyn 0.0424	Gowşak negatiw -0.0140
Answer 95	-	Gowşak negatiw -0.0152	Gowşak negatiw -0.0124	Gowşak oňyn 0.0254	Gowşak oňyn 0.0089	Gowşak negatiw -0.0127	Gowşak oňyn 0.0134	Gowşak negatiw -0.0144
Answer 96	-	Gowşak negatiw -0.0053	Gowşak negatiw -0.0231	Gowşak negatiw -0.0016	Gowşak negatiw -0.0037	Gowşak negatiw -0.0065	Gowşak oňyn 0.0337	Gowşak oňyn 0.0042
Answer 97	-	Gowşak negatiw -0.0588	Gowşak negatiw -0.0408	Gowşak negatiw -0.0086	Gowşak oňyn 0.0408	Gowşak oňyn 0.0086	Gowşak negatiw -0.0185	Gowşak oňyn 0.0376
Answer 98	-	Gowşak negatiw -0.0304	Gowşak negatiw -0.0053	Gowşak negatiw -0.0225	Gowşak oňyn 0.1004	Gowşak oňyn 0.0032	Gowşak negatiw -0.0922	Gowşak oňyn 0.0168
3) Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 99	-	Gowşak negatiw -0.0377	Gowşak negatiw -0.1296	Gowşak oňyn 0.0033	Gowşak negatiw -0.0029	Gowşak negatiw -0.0384	Gowşak negatiw -0.0232	Gowşak oňyn 0.1615
Answer 100	-	Gowşak negatiw -0.0236	Gowşak oňyn 0.0674	Gowşak negatiw -0.0021	Gowşak oňyn 0.0428	Gowşak oňyn 0.0260	Gowşak oňyn 0.0283	Gowşak negatiw -0.1169
Answer 101	-	Gowşak oňyn 0.0730	Gowşak oňyn 0.0545	Gowşak negatiw -0.0130	Gowşak negatiw -0.0084	Gowşak oňyn 0.0442	Gowşak oňyn 0.0040	Gowşak negatiw -0.1039
Answer 102	-	Gowşak oňyn 0.0363	Gowşak oňyn 0.0634	Gowşak negatiw -0.0079	Gowşak negatiw -0.0462	Gowşak negatiw -0.0006	Gowşak negatiw -0.0038	Gowşak negatiw -0.0095
Answer 103	-	Gowşak oňyn 0.0056	Gowşak oňyn 0.0649	Gowşak oňyn 0.0205	Gowşak negatiw -0.0131	Gowşak negatiw -0.0196	Gowşak oňyn 0.0138	Gowşak negatiw -0.0437
Answer 104	-	Gowşak oňyn 0.0197	Gowşak oňyn 0.0087	Gowşak negatiw -0.0284	Gowşak negatiw -0.0128	Gowşak oňyn 0.0269	Gowşak oňyn 0.0255	Gowşak negatiw -0.0268
Answer 105	-	Gowşak oňyn 0.0228	Gowşak oňyn 0.0418	Gowşak oňyn 0.0328	Gowşak negatiw -0.0360	Gowşak negatiw -0.0211	Gowşak negatiw -0.0322	Gowşak oňyn 0.0161
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 106	-	Gowşak negatiw -0.0007	Gowşak negatiw -0.0009	Gowşak oňyn 0.0121	Gowşak oňyn 0.0299	Gowşak negatiw -0.0193	Gowşak negatiw -0.0093	Gowşak negatiw -0.0141
Answer 107	-	Gowşak oňyn 0.0170	Gowşak oňyn 0.0220	Gowşak negatiw -0.0075	Gowşak oňyn 0.0218	Gowşak oňyn 0.0266	Gowşak negatiw -0.0328	Gowşak negatiw -0.0371
Answer 108	-	Gowşak oňyn 0.0231	Gowşak oňyn 0.1210	Gowşak negatiw -0.0185	Gowşak negatiw -0.0326	Gowşak oňyn 0.0132	Gowşak negatiw -0.0047	Gowşak negatiw -0.0524
Answer 109	-	Gowşak oňyn 0.1142	Gowşak oňyn 0.0304	Gowşak negatiw -0.0373	Gowşak negatiw -0.0228	Gowşak negatiw -0.0037	Gowşak oňyn 0.0011	Gowşak negatiw -0.0323
Answer 110	-	Gowşak oňyn 0.0518	Gowşak oňyn 0.0801	Gowşak negatiw -0.0117	Gowşak oňyn 0.0165	Gowşak negatiw -0.0014	Gowşak oňyn 0.0299	Gowşak negatiw -0.1152
Answer 111	-	Gowşak negatiw -0.0118	Gowşak oňyn 0.0507	Gowşak negatiw -0.0276	Gowşak oňyn 0.0180	Gowşak oňyn 0.0178	Gowşak oňyn 0.0915	Gowşak negatiw -0.1114
Answer 112	-	Gowşak negatiw -0.0769	Gowşak negatiw -0.1321	Gowşak oňyn 0.0425	Gowşak negatiw -0.0248	Gowşak negatiw -0.0142	Gowşak negatiw -0.0586	Gowşak oňyn 0.1832
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 113	-	Gowşak oňyn 0.0571	Gowşak oňyn 0.0567	Gowşak oňyn 0.0249	Gowşak negatiw -0.0385	Gowşak negatiw -0.0084	Gowşak negatiw -0.0318	Gowşak negatiw -0.0188
Answer 114	-	Gowşak oňyn 0.0218	Gowşak oňyn 0.0457	Gowşak oňyn 0.0242	Gowşak negatiw -0.0329	Gowşak negatiw -0.0095	Gowşak negatiw -0.0211	Gowşak negatiw -0.0026
Answer 115	-	Gowşak oňyn 0.0149	Gowşak oňyn 0.0862	Gowşak oňyn 0.0003	Gowşak negatiw -0.0261	Gowşak oňyn 0.0142	Gowşak oňyn 0.0250	Gowşak negatiw -0.0744
Answer 116	-	Gowşak oňyn 0.1033	Gowşak oňyn 0.0296	Gowşak negatiw -0.0235	Gowşak negatiw -0.0152	Gowşak oňyn 0.0234	Gowşak negatiw -0.0326	Gowşak negatiw -0.0459
Answer 117	-	Gowşak oňyn 0.0689	Gowşak oňyn 0.0641	Gowşak negatiw -0.0276	Gowşak negatiw -0.0215	Gowşak oňyn 0.0200	Gowşak oňyn 0.0075	Gowşak negatiw -0.0659
Answer 118	-	Gowşak negatiw -0.0045	Gowşak negatiw -0.0228	Gowşak negatiw -0.0238	Gowşak negatiw -0.0588	Gowşak oňyn 0.0249	Gowşak oňyn 0.0740	Gowşak oňyn 0.0080
Answer 119	-	Gowşak negatiw -0.1146	Gowşak negatiw -0.1029	Gowşak oňyn 0.0246	Gowşak oňyn 0.0977	Gowşak negatiw -0.0392	Gowşak negatiw -0.0340	Gowşak oňyn 0.0884
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 120	-	Gowşak negatiw -0.0585	Gowşak negatiw -0.0710	Gowşak negatiw -0.0154	Gowşak negatiw -0.0219	Gowşak negatiw -0.0177	Gowşak negatiw -0.0203	Gowşak oňyn 0.1508
Answer 121	-	Gowşak negatiw -0.0119	Gowşak oňyn 0.0237	Gowşak negatiw -0.0225	Gowşak oňyn 0.0502	Gowşak oňyn 0.0040	Gowşak oňyn 0.0244	Gowşak negatiw -0.0598
Answer 122	-	Gowşak oňyn 0.0248	Gowşak oňyn 0.0282	Gowşak negatiw -0.0121	Gowşak oňyn 0.0056	Gowşak oňyn 0.0763	Gowşak oňyn 0.0116	Gowşak negatiw -0.1128
Answer 123	-	Gowşak oňyn 0.0772	Gowşak oňyn 0.0457	Gowşak oňyn 0.0117	Gowşak negatiw -0.0124	Gowşak negatiw -0.0238	Gowşak negatiw -0.0105	Gowşak negatiw -0.0458
Answer 124	-	Gowşak oňyn 0.0246	Gowşak oňyn 0.0291	Gowşak oňyn 0.0407	Gowşak negatiw -0.0264	Gowşak negatiw -0.0054	Gowşak negatiw -0.0056	Gowşak negatiw -0.0332
Answer 125	-	Gowşak oňyn 0.0224	Gowşak oňyn 0.0508	Gowşak oňyn 0.0461	Gowşak negatiw -0.0124	Gowşak negatiw -0.0579	Gowşak oňyn 0.0431	Gowşak negatiw -0.0555
Answer 126	-	Gowşak oňyn 0.0583	Gowşak negatiw -0.0023	Gowşak oňyn 0.0673	Gowşak negatiw -0.0445	Gowşak negatiw -0.0038	Gowşak negatiw -0.0463	Gowşak negatiw -0.0074
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 127	-	Gowşak oňyn 0.0554	Gowşak oňyn 0.0923	Gowşak oňyn 0.0477	Gowşak negatiw -0.0372	Gowşak negatiw -0.0160	Gowşak negatiw -0.0222	Gowşak negatiw -0.0627
Answer 128	-	Gowşak oňyn 0.0227	Gowşak oňyn 0.0116	Gowşak oňyn 0.0496	Gowşak oňyn 0.0102	Gowşak negatiw -0.0230	Gowşak negatiw -0.0399	Gowşak negatiw -0.0201
Answer 129	-	Gowşak oňyn 0.0539	Gowşak oňyn 0.0624	Gowşak negatiw -0.0024	Gowşak oňyn 0.0117	Gowşak oňyn 0.0460	Gowşak oňyn 0.0235	Gowşak negatiw -0.1499
Answer 130	-	Gowşak oňyn 0.0291	Gowşak oňyn 0.0219	Gowşak negatiw -0.0188	Gowşak negatiw -0.0337	Gowşak oňyn 0.0058	Gowşak oňyn 0.0373	Gowşak negatiw -0.0160
Answer 131	-	Gowşak oňyn 0.0530	Gowşak oňyn 0.0187	Gowşak negatiw -0.0540	Gowşak negatiw -0.0031	Gowşak oňyn 0.0077	Gowşak oňyn 0.0497	Gowşak negatiw -0.0451
Answer 132	-	Gowşak negatiw -0.0565	Gowşak negatiw -0.0802	Gowşak oňyn 0.0092	Gowşak negatiw -0.0017	Gowşak oňyn 0.0255	Gowşak oňyn 0.0121	Gowşak oňyn 0.0446
Answer 133	-	Gowşak negatiw -0.0905	Gowşak negatiw -0.0607	Gowşak negatiw -0.0183	Gowşak oňyn 0.0314	Gowşak negatiw -0.0441	Gowşak negatiw -0.0485	Gowşak oňyn 0.1644
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 134	-	Gowşak oňyn 0.0288	Gowşak oňyn 0.0286	Gowşak oňyn 0.0037	Gowşak negatiw -0.0278	Gowşak negatiw -0.0027	Gowşak negatiw -0.0055	Gowşak negatiw -0.0041
Answer 135	-	Gowşak oňyn 0.0561	Gowşak oňyn 0.0886	Gowşak negatiw -0.0076	Gowşak negatiw -0.0144	Gowşak oňyn 0.0225	Gowşak negatiw -0.0219	Gowşak negatiw -0.0766
Answer 136	-	Gowşak oňyn 0.0229	Gowşak oňyn 0.0365	Gowşak oňyn 0.0050	Gowşak oňyn 0.0158	Gowşak negatiw -0.0154	Gowşak oňyn 0.0221	Gowşak negatiw -0.0633
Answer 137	-	Gowşak oňyn 0.0590	Gowşak oňyn 0.0502	Gowşak negatiw -0.0110	Gowşak negatiw -0.0167	Gowşak negatiw -0.0040	Gowşak negatiw -0.0131	Gowşak negatiw -0.0291
Answer 138	-	Gowşak oňyn 0.0184	Gowşak oňyn 0.0096	Gowşak oňyn 0.0191	Gowşak negatiw -0.0149	Gowşak negatiw -0.0417	Gowşak oňyn 0.0467	Gowşak negatiw -0.0189
Answer 139	-	Gowşak negatiw -0.0533	Gowşak negatiw -0.0391	Gowşak negatiw -0.0560	Gowşak oňyn 0.0351	Gowşak oňyn 0.0423	Gowşak oňyn 0.1078	Gowşak negatiw -0.0574
Answer 140	-	Gowşak negatiw -0.0462	Gowşak negatiw -0.0684	Gowşak oňyn 0.0365	Gowşak oňyn 0.0029	Gowşak negatiw -0.0108	Gowşak negatiw -0.0942	Gowşak oňyn 0.1287
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 141	-	Gowşak negatiw -0.0754	Gowşak negatiw -0.0716	Gowşak oňyn 0.0337	Gowşak negatiw -0.0340	Gowşak negatiw -0.0167	Gowşak negatiw -0.0553	Gowşak oňyn 0.1615
Answer 142	-	Gowşak oňyn 0.0018	Gowşak negatiw -0.0187	Gowşak oňyn 8.77E-6	Gowşak oňyn 0.0148	Gowşak negatiw -5.42E-5	Gowşak oňyn 0.0300	Gowşak negatiw -0.0339
Answer 143	-	Gowşak oňyn 0.0525	Gowşak oňyn 0.0758	Gowşak negatiw -0.0450	Gowşak oňyn 0.0493	Gowşak negatiw -0.0050	Gowşak oňyn 0.0474	Gowşak negatiw -0.1233
Answer 144	-	Gowşak oňyn 0.0512	Gowşak oňyn 0.0308	Gowşak negatiw -0.0105	Gowşak negatiw -0.0079	Gowşak oňyn 0.0130	Gowşak oňyn 0.0111	Gowşak negatiw -0.0557
Answer 145	-	Gowşak oňyn 0.0119	Gowşak oňyn 0.0104	Gowşak oňyn 0.0084	Gowşak oňyn 0.0381	Gowşak oňyn 0.0173	Gowşak oňyn 0.0191	Gowşak negatiw -0.0918
Answer 146	-	Gowşak oňyn 0.0167	Gowşak oňyn 0.0644	Gowşak negatiw -0.0289	Gowşak negatiw -0.0316	Gowşak oňyn 0.0490	Gowşak negatiw -0.0044	Gowşak negatiw -0.0378
Answer 147	-	Gowşak oňyn 0.0559	Gowşak oňyn 0.0379	Gowşak oňyn 0.0095	Gowşak negatiw -0.0176	Gowşak negatiw -0.0195	Gowşak negatiw -0.0232	Gowşak negatiw -0.0101
4) Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 148	-	Gowşak oňyn 0.0175	Gowşak negatiw -0.0792	Gowşak negatiw -0.0054	Gowşak oňyn 0.0080	Gowşak oňyn 0.0219	Gowşak negatiw -0.0612	Gowşak oňyn 0.0678
Answer 149	-	Gowşak negatiw -0.0652	Gowşak negatiw -0.0716	Gowşak negatiw -0.0374	Gowşak negatiw -0.0039	Gowşak oňyn 0.0725	Gowşak oňyn 0.0188	Gowşak oňyn 0.0364
Answer 150	-	Gowşak negatiw -0.0334	Gowşak oňyn 0.0627	Gowşak oňyn 0.0060	Gowşak oňyn 0.0143	Gowşak negatiw -0.0054	Gowşak oňyn 0.0403	Gowşak negatiw -0.0679
Answer 151	-	Gowşak oňyn 0.0805	Gowşak oňyn 0.0624	Gowşak negatiw -0.0236	Gowşak negatiw -0.0054	Gowşak negatiw -0.0576	Gowşak oňyn 0.0147	Gowşak negatiw -0.0221
Answer 152	-	Gowşak oňyn 0.0430	Gowşak oňyn 0.0748	Gowşak oňyn 0.0518	Gowşak negatiw -0.0224	Gowşak negatiw -0.0541	Gowşak oňyn 0.0344	Gowşak negatiw -0.0739
Answer 153	-	Gowşak oňyn 0.0376	Gowşak oňyn 0.0611	Gowşak oňyn 0.0703	Gowşak negatiw -0.0130	Gowşak negatiw -0.0889	Gowşak negatiw -0.0100	Gowşak negatiw -0.0169
Answer 154	-	Gowşak oňyn 0.0015	Gowşak oňyn 0.0978	Gowşak oňyn 0.0399	Gowşak oňyn 0.0028	Gowşak negatiw -0.0468	Gowşak negatiw -0.0189	Gowşak negatiw -0.0377
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 155	-	Gowşak oňyn 0.0361	Gowşak negatiw -0.0355	Gowşak oňyn 0.0290	Gowşak oňyn 0.0151	Gowşak oňyn 0.0354	Gowşak negatiw -0.0961	Gowşak oňyn 0.0101
Answer 156	-	Gowşak negatiw -0.0333	Gowşak negatiw -0.0526	Gowşak negatiw -0.0447	Gowşak oňyn 0.0009	Gowşak oňyn 0.0519	Gowşak oňyn 0.0153	Gowşak oňyn 0.0261
Answer 157	-	Gowşak oňyn 0.0073	Gowşak negatiw -0.0375	Gowşak negatiw -0.0320	Gowşak negatiw -0.0118	Gowşak oňyn 0.0192	Gowşak oňyn 0.0529	Gowşak negatiw -0.0054
Answer 158	-	Gowşak oňyn 0.0009	Gowşak oňyn 0.0415	Gowşak oňyn 0.0077	Gowşak negatiw -0.0122	Gowşak negatiw -0.0600	Gowşak oňyn 0.0413	Gowşak negatiw -0.0015
Answer 159	-	Gowşak oňyn 0.0151	Gowşak oňyn 0.0750	Gowşak oňyn 0.0321	Gowşak negatiw -0.0094	Gowşak negatiw -0.0419	Gowşak oňyn 0.0138	Gowşak negatiw -0.0444
Answer 160	-	Gowşak negatiw -0.0160	Gowşak oňyn 0.0932	Gowşak oňyn 0.0317	Gowşak oňyn 0.0230	Gowşak negatiw -0.0773	Gowşak negatiw -0.0077	Gowşak negatiw -0.0151
Answer 161	-	Gowşak negatiw -0.0312	Gowşak oňyn 0.0509	Gowşak oňyn 0.0308	Gowşak negatiw -0.0104	Gowşak negatiw -0.0354	Gowşak oňyn 0.0138	Gowşak negatiw -0.0074
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 162	-	Gowşak oňyn 0.0353	Gowşak oňyn 0.0709	Gowşak oňyn 0.0380	Gowşak negatiw -0.0037	Gowşak negatiw -0.0514	Gowşak negatiw -0.0414	Gowşak negatiw -0.0133
Answer 163	-	Gowşak oňyn 0.0192	Gowşak oňyn 0.0954	Gowşak oňyn 0.0259	Gowşak oňyn 0.0061	Gowşak negatiw -0.0478	Gowşak oňyn 0.0018	Gowşak negatiw -0.0604
Answer 164	-	Gowşak negatiw -0.0089	Gowşak oňyn 0.0169	Gowşak oňyn 0.0043	Gowşak oňyn 0.0186	Gowşak oňyn 0.0242	Gowşak oňyn 0.0099	Gowşak negatiw -0.0587
Answer 165	-	Gowşak oňyn 0.0395	Gowşak negatiw -0.0053	Gowşak oňyn 0.0010	Gowşak negatiw -0.0381	Gowşak negatiw -0.0023	Gowşak oňyn 0.0027	Gowşak oňyn 0.0168
Answer 166	-	Gowşak negatiw -0.0115	Gowşak negatiw -0.0017	Gowşak negatiw -0.0300	Gowşak negatiw -0.0134	Gowşak oňyn 0.0296	Gowşak oňyn 0.0610	Gowşak negatiw -0.0307
Answer 167	-	Gowşak negatiw -0.0022	Gowşak negatiw -0.0453	Gowşak oňyn 0.0136	Gowşak negatiw -0.0386	Gowşak oňyn 0.0094	Gowşak oňyn 0.0207	Gowşak oňyn 0.0306
Answer 168	-	Gowşak negatiw -0.0473	Gowşak negatiw -0.0903	Gowşak negatiw -0.0414	Gowşak oňyn 0.0512	Gowşak oňyn 0.0271	Gowşak negatiw -0.0422	Gowşak oňyn 0.0827
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 169	-	Gowşak oňyn 0.0187	Gowşak oňyn 0.0877	Gowşak oňyn 0.0225	Gowşak negatiw -0.0771	Gowşak negatiw -0.0112	Gowşak negatiw -0.0133	Gowşak oňyn 0.0094
Answer 170	-	Gowşak oňyn 0.0348	Gowşak negatiw -0.0040	Gowşak oňyn 0.0092	Gowşak negatiw -0.0821	Gowşak oňyn 0.0166	Gowşak negatiw -0.0045	Gowşak oňyn 0.0393
Answer 171	-	Gowşak oňyn 0.0251	Gowşak oňyn 0.0393	Gowşak negatiw -0.0113	Gowşak negatiw -0.0789	Gowşak oňyn 0.0219	Gowşak oňyn 0.0462	Gowşak negatiw -0.0146
Answer 172	-	Gowşak oňyn 0.0641	Gowşak negatiw -0.0126	Gowşak oňyn 0.0132	Gowşak negatiw -0.0624	Gowşak negatiw -0.0021	Gowşak oňyn 0.0035	Gowşak oňyn 0.0179
Answer 173	-	Gowşak oňyn 0.0034	Gowşak negatiw -0.0190	Gowşak negatiw -0.0241	Gowşak oňyn 0.0232	Gowşak oňyn 0.0111	Gowşak oňyn 0.0217	Gowşak negatiw -0.0193
Answer 174	-	Gowşak oňyn 0.0045	Gowşak negatiw -0.0217	Gowşak negatiw -0.0198	Gowşak oňyn 0.0145	Gowşak negatiw -0.0269	Gowşak oňyn 0.0528	Gowşak negatiw -0.0043
Answer 175	-	Gowşak negatiw -0.0944	Gowşak negatiw -0.0321	Gowşak oňyn 0.0118	Gowşak oňyn 0.1572	Gowşak negatiw -0.0017	Gowşak negatiw -0.0784	Gowşak negatiw -0.0166
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 176	-	Gowşak oňyn 0.0053	Gowşak negatiw -0.0549	Gowşak negatiw -0.0142	Gowşak oňyn 0.0199	Gowşak oňyn 0.0682	Gowşak negatiw -0.0442	Gowşak negatiw -0.0032
Answer 177	-	Gowşak negatiw -0.0218	Gowşak negatiw -0.0372	Gowşak oňyn 0.0067	Gowşak oňyn 0.0125	Gowşak negatiw -0.0196	Gowşak oňyn 0.0389	Gowşak oňyn 0.0048
Answer 178	-	Gowşak negatiw -0.0091	Gowşak oňyn 0.0449	Gowşak negatiw -0.0097	Gowşak negatiw -0.0225	Gowşak negatiw -0.0227	Gowşak oňyn 0.0542	Gowşak negatiw -0.0169
Answer 179	-	Gowşak oňyn 0.0301	Gowşak oňyn 0.0425	Gowşak oňyn 0.0048	Gowşak oňyn 0.0004	Gowşak negatiw -0.0536	Gowşak negatiw -0.0164	Gowşak oňyn 0.0153
Answer 180	-	Gowşak oňyn 0.0181	Gowşak oňyn 0.0042	Gowşak negatiw -0.0179	Gowşak negatiw -0.0408	Gowşak oňyn 0.0248	Gowşak negatiw -0.0006	Gowşak oňyn 0.0164
Answer 181	-	Gowşak negatiw -0.0147	Gowşak oňyn 0.0946	Gowşak oňyn 0.0136	Gowşak oňyn 0.0273	Gowşak oňyn 0.0040	Gowşak negatiw -0.0484	Gowşak negatiw -0.0524
Answer 182	-	Gowşak oňyn 0.0130	Gowşak oňyn 0.0235	Gowşak oňyn 0.0423	Gowşak negatiw -0.0456	Gowşak negatiw -0.0635	Gowşak oňyn 0.0035	Gowşak oňyn 0.0448
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 183	-	Gowşak oňyn 0.0678	Gowşak oňyn 0.0834	Gowşak oňyn 0.0058	Gowşak negatiw -0.0407	Gowşak oňyn 0.0396	Gowşak negatiw -0.0459	Gowşak negatiw -0.0610
Answer 184	-	Gowşak oňyn 0.0100	Gowşak oňyn 0.0225	Gowşak oňyn 0.0239	Gowşak negatiw -0.0539	Gowşak negatiw -0.0129	Gowşak oňyn 0.0544	Gowşak negatiw -0.0237
Answer 185	-	Gowşak oňyn 0.0229	Gowşak negatiw -0.0376	Gowşak negatiw -0.0448	Gowşak oňyn 0.0079	Gowşak negatiw -0.0221	Gowşak oňyn 0.0719	Gowşak oňyn 0.0048
Answer 186	-	Gowşak oňyn 1.38E-6	Gowşak oňyn 0.0412	Gowşak oňyn 0.0061	Gowşak negatiw -0.0212	Gowşak negatiw -0.0476	Gowşak oňyn 0.0087	Gowşak oňyn 0.0257
Answer 187	-	Gowşak negatiw -0.0016	Gowşak negatiw -0.0023	Gowşak oňyn 0.0070	Gowşak negatiw -0.0322	Gowşak oňyn 0.0050	Gowşak oňyn 0.0652	Gowşak negatiw -0.0308
Answer 188	-	Gowşak negatiw -0.0073	Gowşak negatiw -0.0340	Gowşak oňyn 0.0046	Gowşak oňyn 0.0217	Gowşak oňyn 0.0306	Gowşak negatiw -0.0242	Gowşak negatiw -0.0075
Answer 189	-	Gowşak negatiw -0.0666	Gowşak negatiw -0.0485	Gowşak negatiw -0.0012	Gowşak oňyn 0.0775	Gowşak oňyn 1.73E-6	Gowşak negatiw -0.0799	Gowşak oňyn 0.0647
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 190	-	Gowşak oňyn 0.0103	Gowşak negatiw -0.0642	Gowşak negatiw -0.0325	Gowşak oňyn 0.0259	Gowşak oňyn 0.0695	Gowşak negatiw -0.0652	Gowşak oňyn 0.0247
Answer 191	-	Gowşak negatiw -0.0346	Gowşak negatiw -0.0156	Gowşak oňyn 0.0100	Gowşak oňyn 0.0058	Gowşak negatiw -0.0157	Gowşak oňyn 0.0684	Gowşak negatiw -0.0233
Answer 192	-	Gowşak negatiw -0.0296	Gowşak oňyn 0.0259	Gowşak oňyn 0.0268	Gowşak negatiw -0.0140	Gowşak negatiw -0.0364	Gowşak oňyn 0.0434	Gowşak negatiw -0.0109
Answer 193	-	Gowşak oňyn 0.0629	Gowşak oňyn 0.0757	Gowşak oňyn 0.0075	Gowşak negatiw -0.0125	Gowşak negatiw -0.0596	Gowşak negatiw -0.0145	Gowşak negatiw -0.0152
Answer 194	-	Gowşak oňyn 0.0055	Gowşak oňyn 0.0351	Gowşak negatiw -0.0280	Gowşak negatiw -0.0154	Gowşak negatiw -0.0040	Gowşak oňyn 0.0324	Gowşak negatiw -0.0090
Answer 195	-	Gowşak oňyn 0.0167	Gowşak oňyn 0.0386	Gowşak oňyn 0.0049	Gowşak negatiw -0.0041	Gowşak negatiw -0.0067	Gowşak negatiw -0.0468	Gowşak oňyn 0.0127
Answer 196	-	Gowşak oňyn 0.0026	Gowşak oňyn 0.0220	Gowşak oňyn 0.0518	Gowşak negatiw -0.0450	Gowşak negatiw -0.0216	Gowşak negatiw -0.0278	Gowşak oňyn 0.0289
5) Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 197	-	Gowşak negatiw -0.0459	Gowşak negatiw -0.0362	Gowşak oňyn 0.0291	Gowşak oňyn 0.1872	Gowşak negatiw -0.0591	Gowşak negatiw -0.1342	Gowşak oňyn 0.0131
Answer 198	-	Gowşak negatiw -0.0007	Gowşak negatiw -0.0089	Gowşak negatiw -0.0322	Gowşak negatiw -0.0454	Gowşak oňyn 0.0186	Gowşak oňyn 0.0715	Gowşak oňyn 0.0031
Answer 199	-	Gowşak oňyn 0.0182	Gowşak negatiw -0.0215	Gowşak oňyn 0.0211	Gowşak negatiw -0.1185	Gowşak oňyn 0.0733	Gowşak oňyn 0.0534	Gowşak negatiw -0.0177
Answer 200	-	Gowşak oňyn 0.0633	Gowşak oňyn 0.0646	Gowşak negatiw -0.0338	Gowşak negatiw -0.0855	Gowşak negatiw -0.0120	Gowşak oňyn 0.0325	Gowşak oňyn 0.0160
Answer 201	-	Gowşak oňyn 0.0065	Gowşak oňyn 0.0034	Gowşak oňyn 0.0089	Gowşak negatiw -0.0481	Gowşak negatiw -0.0150	Gowşak oňyn 0.0500	Gowşak oňyn 0.0022
Answer 202	-	Gowşak negatiw -0.0093	Gowşak oňyn 0.0121	Gowşak negatiw -0.0189	Gowşak negatiw -0.0135	Gowşak oňyn 0.0367	Gowşak oňyn 0.0142	Gowşak negatiw -0.0170
Answer 203	-	Gowşak oňyn 0.0311	Gowşak oňyn 0.1173	Gowşak oňyn 0.0135	Gowşak negatiw -0.0540	Gowşak negatiw -0.0202	Gowşak oňyn 0.0038	Gowşak negatiw -0.0379
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 204	-	Gowşak oňyn 0.0733	Gowşak oňyn 0.0557	Gowşak negatiw -0.0163	Gowşak negatiw -0.1154	Gowşak oňyn 0.0239	Gowşak oňyn 0.0005	Gowşak oňyn 0.0230
Answer 205	-	Gowşak oňyn 0.0742	Gowşak oňyn 0.0412	Gowşak negatiw -0.0193	Gowşak negatiw -0.1658	Gowşak oňyn 0.0235	Gowşak oňyn 0.0082	Gowşak oňyn 0.0768
Answer 206	-	Gowşak negatiw -0.0072	Gowşak negatiw -0.0222	Gowşak negatiw -0.0130	Gowşak negatiw -0.0607	Gowşak oňyn 0.0339	Gowşak oňyn 0.0332	Gowşak oňyn 0.0278
Answer 207	-	Gowşak oňyn 0.0116	Gowşak oňyn 0.0084	Gowşak negatiw -0.0119	Gowşak negatiw -0.0258	Gowşak negatiw -0.0276	Gowşak oňyn 0.0054	Gowşak oňyn 0.0463
Answer 208	-	Gowşak oňyn 0.0003	Gowşak negatiw -0.0132	Gowşak negatiw -0.0191	Gowşak oňyn 0.0120	Gowşak oňyn 0.0091	Gowşak oňyn 0.0530	Gowşak negatiw -0.0419
Answer 209	-	Gowşak negatiw -0.0450	Gowşak negatiw -0.0811	Gowşak oňyn 0.0043	Gowşak oňyn 0.0406	Gowşak oňyn 0.0043	Gowşak oňyn 0.0392	Gowşak negatiw -0.0002
Answer 210	-	Gowşak negatiw -0.0464	Gowşak oňyn 0.0361	Gowşak oňyn 0.0467	Gowşak oňyn 0.1753	Gowşak negatiw -0.0429	Gowşak negatiw -0.1038	Gowşak negatiw -0.0774
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 211	-	Gowşak negatiw -0.0426	Gowşak negatiw -0.0549	Gowşak oňyn 0.0731	Gowşak oňyn 0.1062	Gowşak negatiw -0.0487	Gowşak negatiw -0.1354	Gowşak oňyn 0.0545
Answer 212	-	Gowşak negatiw -0.0420	Gowşak negatiw -0.0102	Gowşak negatiw -0.0214	Gowşak oňyn 0.0258	Gowşak negatiw -0.0193	Gowşak oňyn 0.0490	Gowşak oňyn 0.0045
Answer 213	-	Gowşak oňyn 0.0236	Gowşak oňyn 0.0062	Gowşak negatiw -0.0201	Gowşak negatiw -0.0892	Gowşak oňyn 0.0424	Gowşak oňyn 0.0429	Gowşak oňyn 0.0075
Answer 214	-	Gowşak oňyn 0.0551	Gowşak oňyn 0.0555	Gowşak negatiw -0.0668	Gowşak negatiw -0.0251	Gowşak oňyn 0.0225	Gowşak oňyn 0.0052	Gowşak negatiw -0.0135
Answer 215	-	Gowşak oňyn 0.0453	Gowşak oňyn 0.0317	Gowşak negatiw -0.0025	Gowşak negatiw -0.0486	Gowşak oňyn 0.0266	Gowşak oňyn 0.0504	Gowşak negatiw -0.0672
Answer 216	-	Gowşak oňyn 0.0159	Gowşak oňyn 0.0167	Gowşak oňyn 0.0036	Gowşak negatiw -0.0194	Gowşak oňyn 0.0136	Gowşak oňyn 0.0444	Gowşak negatiw -0.0526
Answer 217	-	Gowşak oňyn 0.0247	Gowşak oňyn 0.0261	Gowşak negatiw -0.0102	Gowşak negatiw -0.0678	Gowşak oňyn 0.0212	Gowşak oňyn 0.0496	Gowşak negatiw -0.0193
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 218	-	Gowşak negatiw -0.0605	Gowşak negatiw -0.0533	Gowşak oňyn 0.0874	Gowşak oňyn 0.1330	Gowşak negatiw -0.0471	Gowşak negatiw -0.0914	Gowşak negatiw -0.0127
Answer 219	-	Gowşak negatiw -0.0209	Gowşak oňyn 0.0220	Gowşak negatiw -0.0430	Gowşak negatiw -0.0195	Gowşak negatiw -0.0067	Gowşak oňyn 0.0327	Gowşak oňyn 0.0350
Answer 220	-	Gowşak oňyn 0.0015	Gowşak oňyn 0.0080	Gowşak oňyn 0.0015	Gowşak oňyn 0.0003	Gowşak negatiw -0.0078	Gowşak oňyn 0.0327	Gowşak negatiw -0.0249
Answer 221	-	Gowşak oňyn 0.0622	Gowşak oňyn 0.0245	Gowşak negatiw -0.0363	Gowşak negatiw -0.0758	Gowşak oňyn 0.0348	Gowşak oňyn 0.0044	Gowşak oňyn 0.0117
Answer 222	-	Gowşak oňyn 0.0441	Gowşak oňyn 0.0107	Gowşak oňyn 0.0064	Gowşak negatiw -0.1003	Gowşak oňyn 0.0364	Gowşak oňyn 0.0532	Gowşak negatiw -0.0253
Answer 223	-	Gowşak oňyn 0.0111	Gowşak negatiw -0.0135	Gowşak negatiw -0.0412	Gowşak negatiw -0.0044	Gowşak oňyn 0.0337	Gowşak oňyn 0.0278	Gowşak negatiw -0.0117
Answer 224	-	Gowşak oňyn 0.0195	Gowşak oňyn 0.0332	Gowşak negatiw -0.0296	Gowşak negatiw -0.0292	Gowşak oňyn 0.0010	Gowşak negatiw -0.0046	Gowşak oňyn 0.0252
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 225	-	Gowşak oňyn 0.0482	Gowşak oňyn 0.0822	Gowşak oňyn 0.0144	Gowşak negatiw -0.0628	Gowşak oňyn 0.0006	Gowşak negatiw -0.0036	Gowşak negatiw -0.0293
Answer 226	-	Gowşak oňyn 0.0879	Gowşak oňyn 0.0443	Gowşak negatiw -0.0011	Gowşak negatiw -0.0536	Gowşak oňyn 0.0339	Gowşak negatiw -0.0047	Gowşak negatiw -0.0577
Answer 227	-	Gowşak negatiw -0.0277	Gowşak negatiw -0.0032	Gowşak negatiw -0.0372	Gowşak negatiw -0.0326	Gowşak oňyn 0.0419	Gowşak oňyn 0.0515	Gowşak oňyn 0.0036
Answer 228	-	Gowşak oňyn 0.0027	Gowşak oňyn 0.0307	Gowşak negatiw -0.0023	Gowşak negatiw -0.0026	Gowşak negatiw -0.0226	Gowşak oňyn 0.0342	Gowşak negatiw -0.0250
Answer 229	-	Gowşak oňyn 0.0079	Gowşak negatiw -0.0173	Gowşak negatiw -0.0105	Gowşak negatiw -0.0135	Gowşak negatiw -0.0408	Gowşak oňyn 0.0381	Gowşak oňyn 0.0329
Answer 230	-	Gowşak negatiw -0.0237	Gowşak negatiw -0.0482	Gowşak negatiw -0.0071	Gowşak oňyn 0.0339	Gowşak oňyn 0.0229	Gowşak oňyn 0.0314	Gowşak negatiw -0.0282
Answer 231	-	Gowşak negatiw -0.0567	Gowşak negatiw -0.0430	Gowşak oňyn 0.0330	Gowşak oňyn 0.0782	Gowşak negatiw -0.0346	Gowşak negatiw -0.1025	Gowşak oňyn 0.0741
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 232	-	Gowşak oňyn 0.0213	Gowşak oňyn 0.0325	Gowşak oňyn 0.0209	Gowşak negatiw -0.0282	Gowşak negatiw -0.0134	Gowşak negatiw -0.0101	Gowşak negatiw -0.0046
Answer 233	-	Gowşak negatiw -0.0009	Gowşak oňyn 0.0343	Gowşak oňyn 0.0025	Gowşak negatiw -0.0045	Gowşak negatiw -0.0265	Gowşak negatiw -0.0113	Gowşak oňyn 0.0145
Answer 234	-	Gowşak oňyn 0.0097	Gowşak negatiw -0.0439	Gowşak oňyn 0.0084	Gowşak negatiw -0.0385	Gowşak negatiw -0.0152	Gowşak negatiw -0.0029	Gowşak oňyn 0.0717
Answer 235	-	Gowşak oňyn 0.0229	Gowşak oňyn 0.0665	Gowşak oňyn 0.0318	Gowşak negatiw -0.0048	Gowşak negatiw -0.0098	Gowşak negatiw -0.0401	Gowşak negatiw -0.0352
Answer 236	-	Gowşak negatiw -0.0177	Gowşak oňyn 0.0454	Gowşak negatiw -0.0478	Gowşak negatiw -0.0003	Gowşak oňyn 0.0068	Gowşak oňyn 0.0563	Gowşak negatiw -0.0292
Answer 237	-	Gowşak negatiw -0.0435	Gowşak negatiw -0.0350	Gowşak negatiw -0.0365	Gowşak oňyn 0.0217	Gowşak oňyn 0.0530	Gowşak oňyn 0.0253	Gowşak negatiw -0.0123
Answer 238	-	Gowşak oňyn 0.0137	Gowşak negatiw -0.0473	Gowşak oňyn 0.0181	Gowşak oňyn 0.0214	Gowşak negatiw -0.0091	Gowşak negatiw -0.0123	Gowşak oňyn 0.0030
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 239	-	Gowşak negatiw -0.0061	Gowşak oňyn 0.0878	Gowşak oňyn 0.0397	Gowşak negatiw -0.0155	Gowşak negatiw -0.0028	Gowşak negatiw -0.0137	Gowşak negatiw -0.0569
Answer 240	-	Gowşak oňyn 0.0898	Gowşak negatiw -0.0063	Gowşak oňyn 0.0239	Gowşak negatiw -0.0219	Gowşak negatiw -0.0259	Gowşak oňyn 0.0269	Gowşak negatiw -0.0491
Answer 241	-	Gowşak negatiw -0.0101	Gowşak oňyn 0.0256	Gowşak negatiw -0.0252	Gowşak negatiw -0.0029	Gowşak oňyn 0.0492	Gowşak oňyn 0.0446	Gowşak negatiw -0.0697
Answer 242	-	Gowşak oňyn 0.0341	Gowşak oňyn 0.0339	Gowşak negatiw -0.0356	Gowşak negatiw -0.0291	Gowşak negatiw -0.0599	Gowşak oňyn 0.0327	Gowşak oňyn 0.0453
Answer 243	-	Gowşak negatiw -0.0419	Gowşak negatiw -0.0012	Gowşak negatiw -0.0509	Gowşak oňyn 0.0355	Gowşak oňyn 0.0349	Gowşak oňyn 0.0146	Gowşak negatiw -0.0077
Answer 244	-	Gowşak negatiw -0.0470	Gowşak negatiw -0.0777	Gowşak oňyn 0.0198	Gowşak negatiw -0.0179	Gowşak oňyn 0.0176	Gowşak negatiw -0.0093	Gowşak oňyn 0.0693
Answer 245	-	Gowşak negatiw -0.0170	Gowşak negatiw -0.0308	Gowşak oňyn 0.0239	Gowşak oňyn 0.0423	Gowşak negatiw -0.0144	Gowşak negatiw -0.0799	Gowşak oňyn 0.0492
6) Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 246	-	Gowşak oňyn 0.0295	Gowşak oňyn 0.1178	Gowşak oňyn 0.0033	Gowşak negatiw -0.0452	Gowşak oňyn 0.0095	Gowşak negatiw -0.0216	Gowşak negatiw -0.0442
Answer 247	-	Gowşak oňyn 0.0279	Gowşak oňyn 0.0531	Gowşak oňyn 0.0349	Gowşak negatiw -0.0108	Gowşak negatiw -0.0599	Gowşak oňyn 0.0805	Gowşak negatiw -0.0812
Answer 248	-	Gowşak oňyn 0.0221	Gowşak negatiw -0.0185	Gowşak negatiw -0.0042	Gowşak oňyn 0.0234	Gowşak oňyn 0.0579	Gowşak negatiw -0.0116	Gowşak negatiw -0.0663
Answer 249	-	Gowşak oňyn 0.0046	Gowşak negatiw -0.0054	Gowşak negatiw -0.0435	Gowşak negatiw -0.0063	Gowşak negatiw -0.0236	Gowşak negatiw -0.0002	Gowşak oňyn 0.0667
Answer 250	-	Gowşak negatiw -0.0213	Gowşak oňyn 0.0154	Gowşak negatiw -0.0072	Gowşak oňyn 6.93E-5	Gowşak negatiw -0.0197	Gowşak oňyn 0.0359	Gowşak negatiw -0.0012
Answer 251	-	Gowşak negatiw -0.0105	Gowşak negatiw -0.0683	Gowşak negatiw -0.0142	Gowşak oňyn 0.0160	Gowşak oňyn 0.0096	Gowşak oňyn 0.0455	Gowşak oňyn 0.0025
Answer 252	-	Gowşak negatiw -0.0408	Gowşak negatiw -0.0516	Gowşak oňyn 0.0185	Gowşak oňyn 0.0086	Gowşak oňyn 0.0140	Gowşak negatiw -0.1042	Gowşak oňyn 0.1054
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 253	-	Gowşak negatiw -0.0578	Gowşak negatiw -0.0512	Gowşak oňyn 0.0455	Gowşak oňyn 0.0299	Gowşak negatiw -0.0042	Gowşak negatiw -0.1157	Gowşak oňyn 0.0998
Answer 254	-	Gowşak negatiw -0.0242	Gowşak negatiw -0.0547	Gowşak negatiw -0.0219	Gowşak oňyn 0.0080	Gowşak oňyn 0.0272	Gowşak oňyn 0.0444	Gowşak oňyn 0.0018
Answer 255	-	Gowşak oňyn 0.0211	Gowşak negatiw -0.0223	Gowşak negatiw -0.0478	Gowşak negatiw -0.0534	Gowşak oňyn 0.0235	Gowşak oňyn 0.0840	Gowşak negatiw -0.0012
Answer 256	-	Gowşak oňyn 0.0281	Gowşak oňyn 0.0385	Gowşak negatiw -0.0257	Gowşak negatiw -0.0237	Gowşak negatiw -0.0220	Gowşak oňyn 0.0417	Gowşak negatiw -0.0112
Answer 257	-	Gowşak oňyn 0.0609	Gowşak oňyn 0.0506	Gowşak negatiw -0.0074	Gowşak oňyn 0.0299	Gowşak oňyn 0.0069	Gowşak negatiw -0.0215	Gowşak negatiw -0.0824
Answer 258	-	Gowşak negatiw -0.0114	Gowşak oňyn 0.0508	Gowşak oňyn 0.0346	Gowşak oňyn 0.0439	Gowşak negatiw -0.0650	Gowşak oňyn 0.0041	Gowşak negatiw -0.0398
Answer 259	-	Gowşak oňyn 0.0506	Gowşak oňyn 0.1033	Gowşak oňyn 0.0333	Gowşak negatiw -0.0615	Gowşak oňyn 0.0136	Gowşak negatiw -0.0280	Gowşak negatiw -0.0543
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 260	-	Gowşak oňyn 0.0643	Gowşak oňyn 0.0930	Gowşak oňyn 0.0286	Gowşak negatiw -0.0810	Gowşak oňyn 0.0281	Gowşak negatiw -0.0124	Gowşak negatiw -0.0620
Answer 261	-	Gowşak negatiw -0.0127	Gowşak oňyn 0.0500	Gowşak negatiw -0.0301	Gowşak oňyn 0.0029	Gowşak negatiw -0.0063	Gowşak oňyn 0.0439	Gowşak negatiw -0.0265
Answer 262	-	Gowşak oňyn 0.0588	Gowşak oňyn 0.0011	Gowşak negatiw -0.0179	Gowşak oňyn 0.0158	Gowşak oňyn 0.0539	Gowşak negatiw -0.0147	Gowşak negatiw -0.0804
Answer 263	-	Gowşak negatiw -0.0084	Gowşak negatiw -0.0123	Gowşak negatiw -0.0266	Gowşak oňyn 0.0003	Gowşak negatiw -0.0200	Gowşak oňyn 0.0128	Gowşak oňyn 0.0446
Answer 264	-	Gowşak oňyn 0.0068	Gowşak negatiw -0.0074	Gowşak oňyn 0.0025	Gowşak negatiw -0.0114	Gowşak negatiw -0.0621	Gowşak oňyn 0.0559	Gowşak oňyn 0.0188
Answer 265	-	Gowşak negatiw -0.0294	Gowşak negatiw -0.0706	Gowşak oňyn 0.0101	Gowşak negatiw -0.0083	Gowşak negatiw -0.0159	Gowşak oňyn 0.0914	Gowşak oňyn 0.0007
Answer 266	-	Gowşak negatiw -0.0583	Gowşak negatiw -0.0406	Gowşak oňyn 0.0304	Gowşak oňyn 0.0600	Gowşak oňyn 0.0101	Gowşak negatiw -0.1441	Gowşak oňyn 0.0897
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 267	-	Gowşak negatiw -0.0469	Gowşak negatiw -0.0219	Gowşak oňyn 0.0447	Gowşak oňyn 0.0967	Gowşak negatiw -0.0403	Gowşak negatiw -0.1428	Gowşak oňyn 0.0664
Answer 268	-	Gowşak negatiw -0.0183	Gowşak negatiw -0.0458	Gowşak negatiw -0.0071	Gowşak negatiw -0.0155	Gowşak negatiw -0.0099	Gowşak oňyn 0.0713	Gowşak oňyn 0.0120
Answer 269	-	Gowşak oňyn 0.0085	Gowşak negatiw -0.0110	Gowşak negatiw -0.0250	Gowşak oňyn 0.0002	Gowşak oňyn 0.0221	Gowşak oňyn 0.0002	Gowşak oňyn 0.0035
Answer 270	-	Gowşak oňyn 0.0029	Gowşak oňyn 0.0601	Gowşak negatiw -0.0505	Gowşak negatiw -0.0374	Gowşak oňyn 0.0179	Gowşak oňyn 0.0655	Gowşak negatiw -0.0291
Answer 271	-	Gowşak oňyn 0.0531	Gowşak negatiw -0.0032	Gowşak negatiw -0.0139	Gowşak negatiw -0.0492	Gowşak oňyn 0.0237	Gowşak oňyn 0.0673	Gowşak negatiw -0.0542
Answer 272	-	Gowşak oňyn 0.0428	Gowşak oňyn 0.0526	Gowşak oňyn 0.0126	Gowşak negatiw -0.0383	Gowşak negatiw -0.0088	Gowşak oňyn 0.0521	Gowşak negatiw -0.0675
Answer 273	-	Gowşak oňyn 0.0360	Gowşak oňyn 0.0705	Gowşak oňyn 0.0281	Gowşak negatiw -0.0659	Gowşak oňyn 0.0506	Gowşak negatiw -0.0570	Gowşak negatiw -0.0281
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 274	-	Gowşak negatiw -0.0017	Gowşak oňyn 0.0073	Gowşak oňyn 0.0407	Gowşak oňyn 0.0657	Gowşak negatiw -0.0536	Gowşak negatiw -0.1279	Gowşak oňyn 0.0538
Answer 275	-	Gowşak negatiw -0.0107	Gowşak negatiw -0.0342	Gowşak oňyn 0.0206	Gowşak oňyn 0.0019	Gowşak negatiw -0.0270	Gowşak oňyn 0.0424	Gowşak negatiw -0.0025
Answer 276	-	Gowşak negatiw -0.0051	Gowşak negatiw -0.0364	Gowşak negatiw -0.0024	Gowşak oňyn 0.0161	Gowşak negatiw -0.0026	Gowşak oňyn 0.0154	Gowşak oňyn 0.0036
Answer 277	-	Gowşak negatiw -0.0228	Gowşak negatiw -0.0085	Gowşak negatiw -0.0656	Gowşak negatiw -0.0382	Gowşak oňyn 0.0603	Gowşak oňyn 0.0458	Gowşak oňyn 0.0177
Answer 278	-	Gowşak oňyn 0.0187	Gowşak oňyn 0.0213	Gowşak negatiw -0.0149	Gowşak negatiw -0.0156	Gowşak oňyn 0.0274	Gowşak oňyn 0.0581	Gowşak negatiw -0.0705
Answer 279	-	Gowşak oňyn 0.0344	Gowşak oňyn 0.0338	Gowşak oňyn 0.0080	Gowşak negatiw -0.0463	Gowşak negatiw -0.0141	Gowşak oňyn 0.0263	Gowşak negatiw -0.0132
Answer 280	-	Gowşak oňyn 0.0178	Gowşak oňyn 0.0767	Gowşak oňyn 0.0093	Gowşak negatiw -0.0259	Gowşak oňyn 0.0453	Gowşak negatiw -0.0387	Gowşak negatiw -0.0509
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 281	-	Gowşak oňyn 0.0476	Gowşak oňyn 0.0842	Gowşak oňyn 0.0574	Gowşak negatiw -0.0492	Gowşak oňyn 0.0025	Gowşak negatiw -0.0299	Gowşak negatiw -0.0621
Answer 282	-	Gowşak oňyn 0.0930	Gowşak oňyn 0.0329	Gowşak negatiw -0.0197	Gowşak negatiw -0.0289	Gowşak negatiw -0.0008	Gowşak oňyn 0.0147	Gowşak negatiw -0.0451
Answer 283	-	Gowşak oňyn 0.0091	Gowşak oňyn 0.0332	Gowşak negatiw -0.0054	Gowşak oňyn 0.0319	Gowşak oňyn 0.0217	Gowşak oňyn 0.0163	Gowşak negatiw -0.0868
Answer 284	-	Gowşak oňyn 0.0041	Gowşak oňyn 0.0057	Gowşak negatiw -0.0373	Gowşak negatiw -0.0210	Gowşak oňyn 0.0012	Gowşak oňyn 0.0674	Gowşak negatiw -0.0125
Answer 285	-	Gowşak negatiw -0.0267	Gowşak negatiw -0.0432	Gowşak oňyn 0.0268	Gowşak oňyn 0.0310	Gowşak negatiw -0.0566	Gowşak oňyn 0.0108	Gowşak oňyn 0.0361
Answer 286	-	Gowşak negatiw -0.0793	Gowşak negatiw -0.0295	Gowşak negatiw -0.0507	Gowşak oňyn 0.0209	Gowşak oňyn 0.0210	Gowşak oňyn 0.0416	Gowşak oňyn 0.0355
Answer 287	-	Gowşak negatiw -0.0370	Gowşak negatiw -0.0657	Gowşak oňyn 0.0424	Gowşak oňyn 0.0139	Gowşak oňyn 0.0021	Gowşak negatiw -0.1168	Gowşak oňyn 0.1114
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 288	-	Gowşak negatiw -0.0405	Gowşak oňyn 0.0206	Gowşak oňyn 0.0480	Gowşak oňyn 0.0533	Gowşak negatiw -0.0436	Gowşak negatiw -0.1194	Gowşak oňyn 0.0590
Answer 289	-	Gowşak oňyn 0.0035	Gowşak negatiw -0.0837	Gowşak negatiw -0.0228	Gowşak negatiw -0.0137	Gowşak oňyn 0.0210	Gowşak oňyn 0.0678	Gowşak oňyn 0.0087
Answer 290	-	Gowşak negatiw -0.0348	Gowşak negatiw -0.0051	Gowşak negatiw -0.0134	Gowşak negatiw -0.0138	Gowşak oňyn 0.0264	Gowşak oňyn 0.0553	Gowşak negatiw -0.0211
Answer 291	-	Gowşak oňyn 0.0873	Gowşak oňyn 0.0331	Gowşak negatiw -0.0336	Gowşak negatiw -0.0376	Gowşak negatiw -0.0227	Gowşak oňyn 0.0362	Gowşak negatiw -0.0221
Answer 292	-	Gowşak oňyn 0.0234	Gowşak oňyn 0.0296	Gowşak negatiw -0.0181	Gowşak negatiw -0.0027	Gowşak oňyn 0.0418	Gowşak oňyn 0.0108	Gowşak negatiw -0.0616
Answer 293	-	Gowşak oňyn 0.0188	Gowşak oňyn 0.0442	Gowşak oňyn 0.0151	Gowşak oňyn 0.0030	Gowşak oňyn 0.0074	Gowşak negatiw -0.0157	Gowşak negatiw -0.0475
Answer 294	-	Gowşak oňyn 0.0192	Gowşak oňyn 0.1251	Gowşak oňyn 0.0082	Gowşak negatiw -0.0703	Gowşak oňyn 0.0015	Gowşak negatiw -0.0020	Gowşak negatiw -0.0301

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Exploring correlations between the two systems, MBTI^® and Spiral Dynamics, could provide additional insights into motivational development and personality.

Some opportunities this could open up include:

Gaining a more multifaceted view of personality by seeing how motivational values at different Spiral levels interact with MBTI^® preferences. For example, Thinking types may express differently at Blue conformity-focused stages versus Orange achievement-focused stages.
Understanding nuanced developmental pathways for different personalities. For instance, mapping what transitional stages INTJs may pass through as they evolve in consciousness compared to ESFPs.
Diagnosing developmental conflicts and tensions within the same MBTI^® type driven by differing value systems. An ESTJ at the Red power-driven stage may experience internal tensions with one at the Orange efficiency-focused stage.
Appreciating how different MBTI^® functions or skill sets come to the fore at different Spiral levels. For example, Intuition was expressed more strongly in late Orange, and Feeling came online in early Green.
Tailoring coaching and development interventions by incorporating personality and motivational level insights. An INFP may need a different approach at Blue versus Green.

However, deriving such integrative insights requires avoiding simplistic stereotyping, acknowledging limitations in current Spiral Dynamics validation, and recognizing that personality and values are multi-faceted within individuals. If these complexities are accounted for, exploring potential connections between the frameworks could yield a more textured perspective on the interplay between personality type, values, and consciousness development over the lifespan. However, this endeavor requires extensive additional research and cautious interpretation.

BPS critiques MBTI^®'s dichotomous typing

Context: The BPS recognizes the MBTI^® as a personality assessment tool, but it critiques its dichotomous typing—i.e., the MBTI^®’s structure of categorizing people into one of 16 personality types based on four binary preferences (Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, Judging/Perceiving). This critique stems from methodological and theoretical concerns.

Details:

Dichotomous Nature: The MBTI^® assigns individuals to one of two poles on each of its four dimensions (e.g., E or I, S or N), resulting in 16 discrete types (e.g., ISTJ, ENFP). This binary approach contrasts with continuous trait models like the Big Five, where traits (e.g., Neuroticism, Openness) are measured on a spectrum.
BPS Critique:
- Psychometric Concerns: The BPS, via its Psychological Testing Centre, notes that the dichotomous typing can oversimplify human personality, ignoring the gradations within individuals. For example, someone might score close to the midpoint between E and I but still be labeled as one or the other, potentially misrepresenting their true tendencies.
- Reliability Issues: Test-retest reliability for MBTI^® types can be inconsistent, with studies showing 40–50% of people receiving a different type upon retesting after weeks or months (Pittenger, 2005, Consulting Psychology Journal). This instability undermines the binary model’s stability, as the BPS highlights in its reviews.
- Validity Concerns: The BPS questions whether the types capture meaningful psychological constructs, especially compared to dimensional models. Correlations with the Big Five (e.g., E/I with Extraversion, T/F with Agreeableness) exist but are imperfect, suggesting the MBTI^®’s categories may not fully align with established personality science.
Practical Implications: The critique suggests the MBTI^®’s dichotomous typing risks pigeonholing individuals, reducing its utility for precise assessment or counseling. For instance, a person near the E/I threshold might not fit neatly into either category, leading to misinterpretation in workplace or clinical settings.
Sources: BPS’s Psychological Testing Centre reports (available via bps.org.uk) and Pittenger’s 2005 critique (Cautionary Comments Regarding the Myers-Briggs Type Inventory) detail this, noting the MBTI^®’s popularity doesn’t equate to scientific precision.

Summary: The BPS critiques MBTI^®’s dichotomous typing for oversimplifying personality, risking reliability and validity issues, and limiting its scientific depth compared to continuous models. This informs its cautious endorsement, emphasizing trained use to mitigate misinterpretation.

Ongoing Debates About MBTI^®'s Scientific Depth

Context: Despite BPS recognition and external validation studies since the 1940s, the MBTI^® faces ongoing debates about its scientific depth—its theoretical foundation, empirical support, and practical utility in psychology. These debates persist among researchers, practitioners, and critics.

Details:

Theoretical Foundation:
- Jungian Roots: MBTI^® stems from Carl Jung’s Psychological Types (1921), adapted by Katherine Briggs and Isabel Myers. Jung’s theory isn’t empirically validated like modern personality models—it’s based on clinical observations, not large-scale data, raising questions about its scientific basis.
- Critique: Many psychologists argue Jung’s typology lacks a falsifiable, testable framework. The MBTI^®’s translation into binary types (e.g., E/I) is seen as a stretch from Jung’s nuanced “functions” (e.g., Thinking, Feeling), lacking robust theoretical grounding (Barbuto, 1997, Psychological Reports).
Empirical Support:
- Reliability: While test-retest reliability for MBTI^® preferences shows
  r = 0.8–0.9
  over short intervals, type stability (16 combinations) drops significantly over time (e.g., 50% type change in 5 weeks, Pittenger, 1993, Journal of Career Planning). This challenges its consistency as a scientific tool.
- Validity: Correlations with the Big Five (e.g., E/I with Extraversion,
  r \approx 0.7
  ; T/F with Agreeableness,
  r \approx 0.3–0.5
  ) exist, but they’re imperfect (McCrae & Costa, 1989, Journal of Personality). Critics argue MBTI^® types don’t predict behavior or outcomes (e.g., job performance) as well as dimensional traits, questioning construct validity.
- Factor Analysis: Studies (e.g., Furnham et al., 2003, European Journal of Personality) suggest MBTI^® dimensions don’t always load cleanly onto distinct factors, hinting at overlap or redundancy compared to the Big Five’s clear structure.
Practical Utility vs. Science:
- Popularity: MBTI^®’s widespread use (e.g., in HR, counseling) doesn’t equate to scientific depth. Its appeal lies in accessibility and type descriptions, not empirical strength—critics (e.g., Pittenger, 2005) call it “pseudoscience” for overreaching its evidence.
- Critique of Dichotomy: The binary typing, as noted earlier, is a major sticking point—psychologists prefer continuous measures (e.g., NEO-PI-R) for their precision, fueling debates about MBTI^®’s scientific value.
Ongoing Debates:
- Proponents: Supporters (e.g., CPP Inc., Journal of Psychological Type) argue MBTI^®’s Jungian basis, reliability, and practical utility justify its use, citing decades of data and BPS/APA acceptance (though APA’s endorsement is limited).
- Critics: Academics (e.g., Paul, 2004, Skeptical Inquirer) question its scientific depth, noting poor predictive power, lack of longitudinal evidence, and reliance on self-report without objective measures. They contrast it with evidence-based models like the Big Five, which have extensive longitudinal and cross-cultural validation.
- BPS Stance: The BPS acknowledges MBTI^®’s utility but warns of its limitations, requiring trained administration to mitigate risks—reflecting this ongoing tension.
Recent Developments: As of 2025, debates continue in psychology forums and journals (e.g., Personality and Individual Differences). Some defend MBTI^®’s predictive validity in specific contexts (e.g., team dynamics), while others push for dimensional alternatives, questioning its depth for serious research.

Summary: The ongoing debates about MBTI^®’s scientific depth center on its theoretical (Jungian) roots, inconsistent reliability/validity, and practical popularity outstripping empirical support. Critics argue it’s more heuristic than scientific, while proponents highlight its utility, creating a polarized discourse that BPS navigates cautiously.

Conclusion

In summary, while the MBTI^® personality typology and Spiral Dynamics developmental spectrum offer distinct lenses, exploring their potential connections could yield additional insights. Observing how motivational values interact with personality preferences at different stages may provide a more multifaceted view of individual differences. However, directly coupling the two frameworks oversimplifies their nuances.

Each system has a different purpose and validation base. Individuals express multifaceted personalities and multi-layered values that resist rigid mapping between categories. Stereotyping risks must also be avoided. If these complexities are recognized, judiciously analyzing relationships between the two systems could contribute to a more textured understanding of personality and consciousness development. However, further research and careful interpretation are required to derive meaningful integrative insights from correlations.

An open and nuanced exploration of how motivational development interplays with personality types, without forcing definitive linkages, may offer complementary perspectives that enrich our comprehension of the psychology of individual differences. This endeavor promises intellectual rewards but requires diligence in acknowledging both frameworks' limitations and avoiding oversimplification. With care, synergies between them may help capture a fuller portrait of diversity in personality and values.

2025.03.04

Waleri Kosenko

Önümiň eýesi SaaS SDTEST®

Waleriý 1993-nji ýylda sosial pedagog-psiholog hökmünde saýlandy we şondan soň bilimini taslamany dolandyrmakda ulandy.
Waleri 2013-nji ýylda magistr derejesini we taslama we programma menejeri derejesini aldy. Magistr programmasynyň dowamynda Taslamanyň mol kartasy (GPM Doýçe Gesellschaft für Projektmanagement e. V.) we Spiral Dynamics bilen tanyşdy.
Waleriý V.U.C.A.-nyň näbelliligini öwrenmegiň awtory. Psihologiýada Spiral Dynamics we matematiki statistika we 38 halkara pikir soralyşygy ulanmak düşünjesi.

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