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 86418 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 -0.0560	Gowşak oňyn 0.0695	Gowşak negatiw -0.0372	Gowşak oňyn 0.0393	Gowşak negatiw -0.0503	Gowşak negatiw -0.0121	Gowşak oňyn 0.0479
Answer 2	-	Gowşak negatiw -0.0262	Gowşak negatiw -0.0277	Gowşak oňyn 0.0164	Gowşak oňyn 0.0282	Gowşak negatiw -0.0017	Gowşak negatiw -0.0281	Gowşak oňyn 0.0174
Answer 3	-	Gowşak oňyn 0.0433	Gowşak negatiw -0.0309	Gowşak oňyn 0.0183	Gowşak negatiw -0.0323	Gowşak oňyn 0.0076	Gowşak oňyn 0.0429	Gowşak negatiw -0.0364
Answer 4	-	Gowşak oňyn 0.0408	Gowşak negatiw -0.0145	Gowşak oňyn 0.0239	Gowşak oňyn 0.0017	Gowşak negatiw -0.0140	Gowşak negatiw -0.0544	Gowşak oňyn 0.0173
Answer 5	-	Gowşak negatiw -0.0054	Gowşak negatiw -0.0126	Gowşak negatiw -0.0131	Gowşak negatiw -0.0209	Gowşak oňyn 0.0744	Gowşak oňyn 0.0496	Gowşak negatiw -0.0721
Answer 6	-	Gowşak oňyn 0.0606	Gowşak negatiw -0.0335	Gowşak oňyn 0.0385	Gowşak negatiw -0.0275	Gowşak oňyn 0.0102	Gowşak negatiw -0.0070	Gowşak negatiw -0.0273
Answer 7	-	Gowşak oňyn 0.0293	Gowşak oňyn 0.0225	Gowşak negatiw -0.0347	Gowşak negatiw -0.0618	Gowşak oňyn 0.0282	Gowşak oňyn 0.0226	Gowşak oňyn 0.0087
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 8	-	Gowşak oňyn 0.0025	Gowşak oňyn 0.0337	Gowşak oňyn 0.0288	Gowşak negatiw -0.0235	Gowşak negatiw -0.0387	Gowşak negatiw -0.0868	Gowşak oňyn 0.0877
Answer 9	-	Gowşak negatiw -0.0563	Gowşak negatiw -0.0047	Gowşak oňyn 0.0132	Gowşak oňyn 0.0475	Gowşak negatiw -0.0127	Gowşak oňyn 0.0080	Gowşak negatiw -0.0138
Answer 10	-	Gowşak negatiw -0.0456	Gowşak negatiw -0.0383	Gowşak negatiw -0.0507	Gowşak oňyn 0.0002	Gowşak oňyn 0.0153	Gowşak oňyn 0.0665	Gowşak oňyn 0.0250
Answer 11	-	Gowşak oňyn 0.0376	Gowşak oňyn 0.0282	Gowşak oňyn 0.0133	Gowşak negatiw -0.0012	Gowşak negatiw -0.0310	Gowşak oňyn 0.0134	Gowşak negatiw -0.0362
Answer 12	-	Gowşak oňyn 0.0421	Gowşak oňyn 0.0015	Gowşak negatiw -0.0349	Gowşak oňyn 0.0157	Gowşak oňyn 0.0487	Gowşak oňyn 0.0185	Gowşak negatiw -0.0749
Answer 13	-	Gowşak oňyn 0.0576	Gowşak negatiw -0.0355	Gowşak oňyn 0.0354	Gowşak negatiw -0.0582	Gowşak oňyn 0.0323	Gowşak negatiw -0.0028	Gowşak negatiw -0.0165
Answer 14	-	Gowşak oňyn 0.0466	Gowşak oňyn 0.0236	Gowşak negatiw -0.0098	Gowşak negatiw -0.0177	Gowşak oňyn 0.0187	Gowşak negatiw -0.0014	Gowşak negatiw -0.0349
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 15	-	Gowşak oňyn 0.0668	Gowşak oňyn 0.0209	Gowşak oňyn 0.0377	Gowşak negatiw -0.0541	Gowşak oňyn 0.0434	Gowşak negatiw -0.0223	Gowşak negatiw -0.0556
Answer 16	-	Gowşak oňyn 0.0600	Gowşak oňyn 0.0236	Gowşak oňyn 0.0400	Gowşak oňyn 0.0186	Gowşak negatiw -0.0175	Gowşak negatiw -0.0290	Gowşak negatiw -0.0632
Answer 17	-	Gowşak negatiw -0.0161	Gowşak negatiw -0.0182	Gowşak negatiw -0.0349	Gowşak oňyn 0.0764	Gowşak oňyn 0.0080	Gowşak oňyn 0.0221	Gowşak negatiw -0.0515
Answer 18	-	Gowşak negatiw -0.0185	Gowşak oňyn 0.0080	Gowşak negatiw -0.0359	Gowşak negatiw -0.0182	Gowşak oňyn 0.0051	Gowşak negatiw -0.0060	Gowşak oňyn 0.0534
Answer 19	-	Gowşak oňyn 0.0197	Gowşak oňyn 0.0444	Gowşak negatiw -0.0266	Gowşak negatiw -0.0217	Gowşak negatiw -0.0184	Gowşak oňyn 0.0413	Gowşak negatiw -0.0130
Answer 20	-	Gowşak negatiw -0.0415	Gowşak negatiw -0.0323	Gowşak oňyn 0.0098	Gowşak oňyn 0.0145	Gowşak negatiw -0.0523	Gowşak oňyn 0.0292	Gowşak oňyn 0.0514
Answer 21	-	Gowşak negatiw -0.0523	Gowşak negatiw -0.0317	Gowşak oňyn 0.0168	Gowşak negatiw -0.0561	Gowşak oňyn 0.0449	Gowşak negatiw -0.0358	Gowşak oňyn 0.0801
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 22	-	Gowşak negatiw -0.0251	Gowşak oňyn 0.0369	Gowşak oňyn 0.0127	Gowşak negatiw -0.0483	Gowşak negatiw -0.0249	Gowşak negatiw -0.0356	Gowşak oňyn 0.0823
Answer 23	-	Gowşak negatiw -0.0506	Gowşak negatiw -0.0176	Gowşak negatiw -0.0084	Gowşak oňyn 0.0115	Gowşak negatiw -0.0073	Gowşak oňyn 0.0104	Gowşak oňyn 0.0366
Answer 24	-	Gowşak oňyn 0.0418	Gowşak negatiw -0.0431	Gowşak negatiw -0.0060	Gowşak oňyn 0.0604	Gowşak negatiw -0.0205	Gowşak oňyn 0.0531	Gowşak negatiw -0.0781
Answer 25	-	Gowşak oňyn 0.0160	Gowşak oňyn 0.0102	Gowşak oňyn 0.0155	Gowşak negatiw -0.0087	Gowşak negatiw -0.0144	Gowşak negatiw -0.0200	Gowşak oňyn 0.0086
Answer 26	-	Gowşak negatiw -0.0051	Gowşak negatiw -0.0167	Gowşak negatiw -0.0183	Gowşak negatiw -0.0175	Gowşak oňyn 0.0723	Gowşak negatiw -0.0062	Gowşak negatiw -0.0177
Answer 27	-	Gowşak oňyn 0.0581	Gowşak oňyn 0.0149	Gowşak oňyn 0.0059	Gowşak oňyn 0.0011	Gowşak oňyn 0.0707	Gowşak negatiw -0.0095	Gowşak negatiw -0.1085
Answer 28	-	Gowşak oňyn 0.0420	Gowşak oňyn 0.0416	Gowşak negatiw -0.0074	Gowşak oňyn 0.0018	Gowşak negatiw -0.0270	Gowşak oňyn 0.0028	Gowşak negatiw -0.0244
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 29	-	Gowşak oňyn 0.0838	Gowşak oňyn 0.0308	Gowşak negatiw -0.0129	Gowşak negatiw -0.0308	Gowşak oňyn 0.0445	Gowşak negatiw -0.0281	Gowşak negatiw -0.0502
Answer 30	-	Gowşak oňyn 0.0308	Gowşak negatiw -0.0176	Gowşak oňyn 0.0310	Gowşak negatiw -0.0603	Gowşak oňyn 0.0264	Gowşak oňyn 0.0152	Gowşak negatiw -0.0103
Answer 31	-	Gowşak negatiw -0.0175	Gowşak negatiw -0.0393	Gowşak negatiw -0.0025	Gowşak negatiw -0.0226	Gowşak oňyn 0.0356	Gowşak negatiw -0.0011	Gowşak oňyn 0.0229
Answer 32	-	Gowşak oňyn 0.0334	Gowşak oňyn 0.0389	Gowşak oňyn 0.0323	Gowşak oňyn 0.0108	Gowşak negatiw -0.0266	Gowşak negatiw -0.0239	Gowşak negatiw -0.0405
Answer 33	-	Gowşak negatiw -0.0129	Gowşak oňyn 0.0030	Gowşak negatiw -0.0251	Gowşak oňyn 0.0189	Gowşak oňyn 0.0397	Gowşak negatiw -0.0332	Gowşak oňyn 0.0007
Answer 34	-	Gowşak negatiw -0.0051	Gowşak negatiw -0.0281	Gowşak negatiw -0.0269	Gowşak oňyn 0.0048	Gowşak negatiw -0.0130	Gowşak oňyn 0.0561	Gowşak oňyn 0.0065
Answer 35	-	Gowşak negatiw -0.0703	Gowşak oňyn 0.0287	Gowşak oňyn 0.0019	Gowşak oňyn 0.0663	Gowşak negatiw -0.0810	Gowşak negatiw -0.0053	Gowşak oňyn 0.0406
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 36	-	Gowşak oňyn 0.0913	Gowşak oňyn 0.0319	Gowşak negatiw -0.0083	Gowşak negatiw -0.0600	Gowşak oňyn 0.0582	Gowşak oňyn 0.0075	Gowşak negatiw -0.0722
Answer 37	-	Gowşak oňyn 0.0607	Gowşak oňyn 0.0225	Gowşak oňyn 0.0139	Gowşak negatiw -0.0156	Gowşak oňyn 0.0107	Gowşak negatiw -0.0069	Gowşak negatiw -0.0557
Answer 38	-	Gowşak negatiw -0.0561	Gowşak negatiw -0.0491	Gowşak negatiw -0.0049	Gowşak oňyn 0.0335	Gowşak oňyn 0.0500	Gowşak negatiw -0.0092	Gowşak negatiw -0.0048
Answer 39	-	Gowşak oňyn 0.0227	Gowşak negatiw -0.0079	Gowşak negatiw -3.75E-5	Gowşak negatiw -0.0164	Gowşak negatiw -0.0636	Gowşak oňyn 0.0230	Gowşak oňyn 0.0485
Answer 40	-	Gowşak negatiw -0.0438	Gowşak negatiw -0.0241	Gowşak negatiw -0.0062	Gowşak oňyn 0.0255	Gowşak negatiw -0.0201	Gowşak oňyn 0.0345	Gowşak oňyn 0.0158
Answer 41	-	Gowşak negatiw -0.0436	Gowşak negatiw -0.0222	Gowşak negatiw -0.0155	Gowşak oňyn 0.0457	Gowşak negatiw -0.0532	Gowşak oňyn 0.0147	Gowşak oňyn 0.0511
Answer 42	-	Gowşak negatiw -0.0249	Gowşak oňyn 0.0536	Gowşak oňyn 0.0185	Gowşak negatiw -0.0204	Gowşak oňyn 0.0048	Gowşak negatiw -0.0535	Gowşak oňyn 0.0255
Özbaşdaklyk (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 43	-	Gowşak negatiw -0.0489	Gowşak oňyn 0.0302	Gowşak oňyn 0.0505	Gowşak oňyn 0.0197	Gowşak negatiw -0.0627	Gowşak negatiw -0.0751	Gowşak oňyn 0.0714
Answer 44	-	Gowşak negatiw -0.0120	Gowşak negatiw -0.0407	Gowşak negatiw -0.0257	Gowşak oňyn 0.0093	Gowşak oňyn 0.0099	Gowşak oňyn 0.0735	Gowşak negatiw -0.0246
Answer 45	-	Gowşak negatiw -0.0064	Gowşak oňyn 0.0120	Gowşak negatiw -0.0292	Gowşak negatiw -0.0174	Gowşak oňyn 0.0451	Gowşak oňyn 0.0152	Gowşak negatiw -0.0182
Answer 46	-	Gowşak oňyn 0.0516	Gowşak negatiw -0.0159	Gowşak oňyn 0.0121	Gowşak negatiw -0.0213	Gowşak oňyn 0.0136	Gowşak oňyn 0.0150	Gowşak negatiw -0.0352
Answer 47	-	Gowşak oňyn 0.0344	Gowşak oňyn 0.0016	Gowşak negatiw -0.0277	Gowşak oňyn 0.0282	Gowşak oňyn 0.0102	Gowşak oňyn 0.0194	Gowşak negatiw -0.0507
Answer 48	-	Gowşak oňyn 0.0352	Gowşak oňyn 0.0156	Gowşak oňyn 0.0103	Gowşak negatiw -0.0118	Gowşak oňyn 0.0065	Gowşak negatiw -0.0387	Gowşak negatiw -0.0044
Answer 49	-	Gowşak oňyn 0.0389	Gowşak oňyn 0.0051	Gowşak negatiw -0.0226	Gowşak negatiw -0.0367	Gowşak oňyn 0.0310	Gowşak negatiw -0.0164	Gowşak oňyn 0.0100
2) Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 50	-	Gowşak negatiw -0.0479	Gowşak negatiw -0.0211	Gowşak oňyn 0.0087	Gowşak oňyn 0.0753	Gowşak negatiw -0.0377	Gowşak negatiw -0.1017	Gowşak oňyn 0.0841
Answer 51	-	Gowşak negatiw -0.0029	Gowşak negatiw -0.0112	Gowşak oňyn 0.0050	Gowşak negatiw -0.0259	Gowşak oňyn 0.0052	Gowşak oňyn 0.0323	Gowşak negatiw -0.0019
Answer 52	-	Gowşak oňyn 0.0244	Gowşak negatiw -0.0356	Gowşak negatiw -0.0079	Gowşak negatiw -0.0156	Gowşak negatiw -0.0072	Gowşak oňyn 0.0902	Gowşak negatiw -0.0407
Answer 53	-	Gowşak oňyn 0.0038	Gowşak negatiw -0.0049	Gowşak negatiw -0.0113	Gowşak negatiw -0.0221	Gowşak negatiw -0.0016	Gowşak negatiw -0.0118	Gowşak oňyn 0.0407
Answer 54	-	Gowşak oňyn 0.0130	Gowşak oňyn 0.0329	Gowşak oňyn 0.0114	Gowşak negatiw -0.0090	Gowşak oňyn 0.0196	Gowşak negatiw -0.0054	Gowşak negatiw -0.0420
Answer 55	-	Gowşak oňyn 0.0424	Gowşak oňyn 0.0250	Gowşak negatiw -0.0199	Gowşak negatiw -0.0105	Gowşak oňyn 0.0711	Gowşak oňyn 0.0036	Gowşak negatiw -0.0841
Answer 56	-	Gowşak oňyn 0.0055	Gowşak oňyn 0.0997	Gowşak oňyn 0.0083	Gowşak negatiw -0.0354	Gowşak negatiw -0.0161	Gowşak oňyn 0.0101	Gowşak negatiw -0.0326
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 57	-	Gowşak oňyn 0.0620	Gowşak oňyn 0.0842	Gowşak oňyn 0.0508	Gowşak negatiw -0.0788	Gowşak oňyn 0.0020	Gowşak negatiw -0.0344	Gowşak negatiw -0.0308
Answer 58	-	Gowşak oňyn 0.0644	Gowşak oňyn 0.0335	Gowşak negatiw -0.0306	Gowşak negatiw -0.0318	Gowşak oňyn 0.0118	Gowşak oňyn 0.0692	Gowşak negatiw -0.0762
Answer 59	-	Gowşak negatiw -0.0103	Gowşak negatiw -0.0280	Gowşak oňyn 0.0136	Gowşak oňyn 0.0109	Gowşak negatiw -0.0009	Gowşak oňyn 0.0202	Gowşak negatiw -0.0128
Answer 60	-	Gowşak oňyn 0.0173	Gowşak negatiw -0.0103	Gowşak oňyn 0.0041	Gowşak negatiw -0.0089	Gowşak oňyn 0.0019	Gowşak negatiw -0.0076	Gowşak oňyn 0.0042
Answer 61	-	Gowşak negatiw -0.0037	Gowşak oňyn 0.0180	Gowşak oňyn 0.0015	Gowşak oňyn 0.0060	Gowşak negatiw -0.0048	Gowşak negatiw -0.0151	Gowşak oňyn 0.0024
Answer 62	-	Gowşak negatiw -0.0560	Gowşak negatiw -0.0789	Gowşak oňyn 0.0004	Gowşak oňyn 0.0040	Gowşak oňyn 0.0035	Gowşak oňyn 0.0101	Gowşak oňyn 0.0701
Answer 63	-	Gowşak negatiw -0.0542	Gowşak oňyn 0.0031	Gowşak negatiw -0.0248	Gowşak oňyn 0.0765	Gowşak negatiw -0.0135	Gowşak negatiw -0.0573	Gowşak oňyn 0.0381
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 64	-	Gowşak oňyn 0.0572	Gowşak oňyn 0.0895	Gowşak oňyn 0.0480	Gowşak negatiw -0.0793	Gowşak negatiw -0.0060	Gowşak negatiw -0.0386	Gowşak negatiw -0.0174
Answer 65	-	Gowşak oňyn 0.0125	Gowşak oňyn 0.0570	Gowşak negatiw -0.0111	Gowşak negatiw -0.0504	Gowşak oňyn 0.0297	Gowşak oňyn 0.0337	Gowşak negatiw -0.0430
Answer 66	-	Gowşak oňyn 0.0531	Gowşak negatiw -0.0298	Gowşak oňyn 0.0011	Gowşak negatiw -0.0178	Gowşak oňyn 0.0149	Gowşak oňyn 0.0174	Gowşak negatiw -0.0247
Answer 67	-	Gowşak oňyn 0.0171	Gowşak oňyn 0.0382	Gowşak negatiw -0.0076	Gowşak negatiw -0.0102	Gowşak negatiw -0.0445	Gowşak oňyn 0.0302	Gowşak negatiw -0.0021
Answer 68	-	Gowşak negatiw -0.0537	Gowşak negatiw -0.0275	Gowşak negatiw -0.0172	Gowşak oňyn 0.0548	Gowşak oňyn 0.0108	Gowşak oňyn 0.0217	Gowşak negatiw -0.0162
Answer 69	-	Gowşak negatiw -0.0461	Gowşak negatiw -0.0579	Gowşak oňyn 0.0468	Gowşak oňyn 0.0131	Gowşak negatiw -0.0260	Gowşak negatiw -0.0202	Gowşak oňyn 0.0550
Answer 70	-	Gowşak negatiw -0.0379	Gowşak negatiw -0.0418	Gowşak negatiw -0.0520	Gowşak oňyn 0.0777	Gowşak oňyn 0.0157	Gowşak negatiw -0.0485	Gowşak oňyn 0.0431
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 71	-	Gowşak oňyn 0.0064	Gowşak negatiw -0.0559	Gowşak oňyn 0.0033	Gowşak negatiw -0.0020	Gowşak oňyn 0.0104	Gowşak negatiw -0.0546	Gowşak oňyn 0.0651
Answer 72	-	Gowşak negatiw -0.0397	Gowşak negatiw -0.0644	Gowşak oňyn 0.0189	Gowşak oňyn 0.0466	Gowşak oňyn 0.0017	Gowşak negatiw -0.0381	Gowşak oňyn 0.0362
Answer 73	-	Gowşak oňyn 0.0121	Gowşak oňyn 0.0137	Gowşak negatiw -0.0186	Gowşak negatiw -0.0148	Gowşak oňyn 0.0099	Gowşak oňyn 0.0243	Gowşak negatiw -0.0165
Answer 74	-	Gowşak oňyn 0.0538	Gowşak oňyn 0.0431	Gowşak negatiw -0.0231	Gowşak negatiw -0.0221	Gowşak negatiw -0.0343	Gowşak oňyn 0.0321	Gowşak negatiw -0.0137
Answer 75	-	Gowşak negatiw -0.0152	Gowşak oňyn 0.0237	Gowşak negatiw -0.0062	Gowşak negatiw -0.0016	Gowşak oňyn 0.0099	Gowşak oňyn 0.0561	Gowşak negatiw -0.0545
Answer 76	-	Gowşak negatiw -0.0043	Gowşak oňyn 0.0651	Gowşak negatiw -0.0067	Gowşak oňyn 0.0017	Gowşak negatiw -0.0080	Gowşak oňyn 0.0334	Gowşak negatiw -0.0551
Answer 77	-	Gowşak oňyn 0.0099	Gowşak oňyn 0.0652	Gowşak oňyn 0.0365	Gowşak negatiw -0.0478	Gowşak negatiw -0.0016	Gowşak negatiw -0.0154	Gowşak negatiw -0.0190
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 78	-	Gowşak oňyn 0.0364	Gowşak oňyn 0.0437	Gowşak oňyn 0.0461	Gowşak negatiw -0.0705	Gowşak negatiw -0.0612	Gowşak negatiw -0.0161	Gowşak oňyn 0.0481
Answer 79	-	Gowşak oňyn 0.0090	Gowşak oňyn 0.0596	Gowşak oňyn 0.0085	Gowşak negatiw -0.0503	Gowşak negatiw -0.0287	Gowşak oňyn 0.0138	Gowşak oňyn 0.0120
Answer 80	-	Gowşak oňyn 0.0221	Gowşak negatiw -0.0375	Gowşak oňyn 0.0227	Gowşak negatiw -0.0783	Gowşak oňyn 0.0154	Gowşak oňyn 0.0047	Gowşak oňyn 0.0501
Answer 81	-	Gowşak negatiw -0.0116	Gowşak oňyn 0.0066	Gowşak oňyn 0.0043	Gowşak negatiw -0.0496	Gowşak negatiw -0.0039	Gowşak oňyn 0.0429	Gowşak oňyn 0.0154
Answer 82	-	Gowşak negatiw -0.0357	Gowşak negatiw -0.0129	Gowşak oňyn 0.0112	Gowşak oňyn 4.05E-5	Gowşak oňyn 0.0170	Gowşak oňyn 0.0109	Gowşak negatiw -0.0054
Answer 83	-	Gowşak negatiw -0.0272	Gowşak negatiw -0.0553	Gowşak negatiw -0.0516	Gowşak oňyn 0.0469	Gowşak oňyn 0.0308	Gowşak oňyn 0.0570	Gowşak negatiw -0.0253
Answer 84	-	Gowşak oňyn 0.0099	Gowşak oňyn 0.0071	Gowşak negatiw -0.0205	Gowşak oňyn 0.1494	Gowşak oňyn 0.0146	Gowşak negatiw -0.0991	Gowşak negatiw -0.0683
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 85	-	Gowşak negatiw -0.0234	Gowşak oňyn 0.0011	Gowşak negatiw -0.0019	Gowşak oňyn 0.1107	Gowşak oňyn 0.0072	Gowşak negatiw -0.1282	Gowşak oňyn 0.0089
Answer 86	-	Gowşak negatiw -0.0267	Gowşak negatiw -0.0458	Gowşak oňyn 0.0344	Gowşak negatiw -0.0171	Gowşak negatiw -0.0281	Gowşak oňyn 0.0599	Gowşak oňyn 0.0084
Answer 87	-	Gowşak negatiw -0.0016	Gowşak negatiw -0.0015	Gowşak negatiw -0.0297	Gowşak negatiw -0.0445	Gowşak oňyn 0.0154	Gowşak oňyn 0.0609	Gowşak oňyn 0.0079
Answer 88	-	Gowşak oňyn 0.0472	Gowşak oňyn 0.0129	Gowşak negatiw -0.0294	Gowşak negatiw -0.0622	Gowşak oňyn 0.0125	Gowşak oňyn 0.0255	Gowşak oňyn 0.0131
Answer 89	-	Gowşak oňyn 0.0456	Gowşak oňyn 0.0178	Gowşak oňyn 0.0403	Gowşak negatiw -0.0035	Gowşak negatiw -0.0408	Gowşak negatiw -7.83E-5	Gowşak negatiw -0.0325
Answer 90	-	Gowşak oňyn 0.0329	Gowşak oňyn 0.0296	Gowşak negatiw -0.0244	Gowşak negatiw -0.0275	Gowşak oňyn 0.0276	Gowşak oňyn 0.0121	Gowşak negatiw -0.0289
Answer 91	-	Gowşak negatiw -0.0354	Gowşak oňyn 0.0509	Gowşak negatiw -0.0094	Gowşak negatiw -0.0393	Gowşak oňyn 0.0308	Gowşak oňyn 0.0116	Gowşak negatiw -0.0029
Daşky gurşaw ussatlygy (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 92	-	Gowşak oňyn 0.0521	Gowşak oňyn 0.0554	Gowşak oňyn 0.0263	Gowşak negatiw -0.0965	Gowşak oňyn 0.0102	Gowşak oňyn 0.0333	Gowşak negatiw -0.0323
Answer 93	-	Gowşak oňyn 0.0129	Gowşak oňyn 0.0527	Gowşak negatiw -0.0005	Gowşak negatiw -0.0367	Gowşak negatiw -0.0051	Gowşak oňyn 0.0028	Gowşak negatiw -0.0038
Answer 94	-	Gowşak oňyn 0.0471	Gowşak negatiw -0.0188	Gowşak negatiw -0.0089	Gowşak negatiw -0.0322	Gowşak negatiw -0.0002	Gowşak oňyn 0.0421	Gowşak negatiw -0.0133
Answer 95	-	Gowşak negatiw -0.0138	Gowşak negatiw -0.0133	Gowşak oňyn 0.0287	Gowşak oňyn 0.0093	Gowşak negatiw -0.0137	Gowşak oňyn 0.0121	Gowşak negatiw -0.0161
Answer 96	-	Gowşak negatiw -0.0055	Gowşak negatiw -0.0228	Gowşak negatiw -0.0020	Gowşak negatiw -0.0034	Gowşak negatiw -0.0068	Gowşak oňyn 0.0335	Gowşak oňyn 0.0047
Answer 97	-	Gowşak negatiw -0.0592	Gowşak negatiw -0.0404	Gowşak negatiw -0.0091	Gowşak oňyn 0.0412	Gowşak oňyn 0.0083	Gowşak negatiw -0.0188	Gowşak oňyn 0.0383
Answer 98	-	Gowşak negatiw -0.0302	Gowşak negatiw -0.0064	Gowşak negatiw -0.0230	Gowşak oňyn 0.0990	Gowşak oňyn 0.0056	Gowşak negatiw -0.0902	Gowşak oňyn 0.0153
3) Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 99	-	Gowşak negatiw -0.0372	Gowşak negatiw -0.1303	Gowşak oňyn 0.0040	Gowşak negatiw -0.0034	Gowşak negatiw -0.0379	Gowşak negatiw -0.0229	Gowşak oňyn 0.1607
Answer 100	-	Gowşak negatiw -0.0240	Gowşak oňyn 0.0679	Gowşak negatiw -0.0026	Gowşak oňyn 0.0432	Gowşak oňyn 0.0256	Gowşak oňyn 0.0280	Gowşak negatiw -0.1164
Answer 101	-	Gowşak oňyn 0.0729	Gowşak oňyn 0.0548	Gowşak negatiw -0.0133	Gowşak negatiw -0.0082	Gowşak oňyn 0.0440	Gowşak oňyn 0.0038	Gowşak negatiw -0.1037
Answer 102	-	Gowşak oňyn 0.0362	Gowşak oňyn 0.0636	Gowşak negatiw -0.0081	Gowşak negatiw -0.0461	Gowşak negatiw -0.0007	Gowşak negatiw -0.0039	Gowşak negatiw -0.0093
Answer 103	-	Gowşak oňyn 0.0056	Gowşak oňyn 0.0651	Gowşak oňyn 0.0204	Gowşak negatiw -0.0131	Gowşak negatiw -0.0197	Gowşak oňyn 0.0138	Gowşak negatiw -0.0436
Answer 104	-	Gowşak oňyn 0.0197	Gowşak oňyn 0.0087	Gowşak negatiw -0.0285	Gowşak negatiw -0.0128	Gowşak oňyn 0.0268	Gowşak oňyn 0.0255	Gowşak negatiw -0.0267
Answer 105	-	Gowşak oňyn 0.0228	Gowşak oňyn 0.0419	Gowşak oňyn 0.0327	Gowşak negatiw -0.0359	Gowşak negatiw -0.0212	Gowşak negatiw -0.0322	Gowşak oňyn 0.0163
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 106	-	Gowşak negatiw -0.0010	Gowşak negatiw -0.0006	Gowşak oňyn 0.0118	Gowşak oňyn 0.0302	Gowşak negatiw -0.0196	Gowşak negatiw -0.0095	Gowşak negatiw -0.0136
Answer 107	-	Gowşak oňyn 0.0168	Gowşak oňyn 0.0222	Gowşak negatiw -0.0078	Gowşak oňyn 0.0219	Gowşak oňyn 0.0265	Gowşak negatiw -0.0330	Gowşak negatiw -0.0368
Answer 108	-	Gowşak oňyn 0.0230	Gowşak oňyn 0.1213	Gowşak negatiw -0.0188	Gowşak negatiw -0.0325	Gowşak oňyn 0.0131	Gowşak negatiw -0.0048	Gowşak negatiw -0.0522
Answer 109	-	Gowşak oňyn 0.1141	Gowşak oňyn 0.0306	Gowşak negatiw -0.0376	Gowşak negatiw -0.0226	Gowşak negatiw -0.0039	Gowşak oňyn 0.0009	Gowşak negatiw -0.0320
Answer 110	-	Gowşak oňyn 0.0517	Gowşak oňyn 0.0805	Gowşak negatiw -0.0120	Gowşak oňyn 0.0166	Gowşak negatiw -0.0017	Gowşak oňyn 0.0298	Gowşak negatiw -0.1149
Answer 111	-	Gowşak negatiw -0.0121	Gowşak oňyn 0.0511	Gowşak negatiw -0.0281	Gowşak oňyn 0.0183	Gowşak oňyn 0.0175	Gowşak oňyn 0.0913	Gowşak negatiw -0.1109
Answer 112	-	Gowşak negatiw -0.0764	Gowşak negatiw -0.1330	Gowşak oňyn 0.0434	Gowşak negatiw -0.0254	Gowşak negatiw -0.0135	Gowşak negatiw -0.0581	Gowşak oňyn 0.1823
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 113	-	Gowşak oňyn 0.0570	Gowşak oňyn 0.0569	Gowşak oňyn 0.0248	Gowşak negatiw -0.0383	Gowşak negatiw -0.0085	Gowşak negatiw -0.0319	Gowşak negatiw -0.0186
Answer 114	-	Gowşak oňyn 0.0217	Gowşak oňyn 0.0459	Gowşak oňyn 0.0240	Gowşak negatiw -0.0328	Gowşak negatiw -0.0097	Gowşak negatiw -0.0213	Gowşak negatiw -0.0023
Answer 115	-	Gowşak oňyn 0.0148	Gowşak oňyn 0.0865	Gowşak oňyn 9.18E-5	Gowşak negatiw -0.0259	Gowşak oňyn 0.0140	Gowşak oňyn 0.0248	Gowşak negatiw -0.0741
Answer 116	-	Gowşak oňyn 0.1032	Gowşak oňyn 0.0299	Gowşak negatiw -0.0238	Gowşak negatiw -0.0150	Gowşak oňyn 0.0232	Gowşak negatiw -0.0328	Gowşak negatiw -0.0455
Answer 117	-	Gowşak oňyn 0.0687	Gowşak oňyn 0.0644	Gowşak negatiw -0.0279	Gowşak negatiw -0.0213	Gowşak oňyn 0.0198	Gowşak oňyn 0.0073	Gowşak negatiw -0.0656
Answer 118	-	Gowşak negatiw -0.0049	Gowşak negatiw -0.0224	Gowşak negatiw -0.0243	Gowşak negatiw -0.0585	Gowşak oňyn 0.0246	Gowşak oňyn 0.0738	Gowşak oňyn 0.0087
Answer 119	-	Gowşak negatiw -0.1141	Gowşak negatiw -0.1039	Gowşak oňyn 0.0255	Gowşak oňyn 0.0973	Gowşak negatiw -0.0386	Gowşak negatiw -0.0335	Gowşak oňyn 0.0873
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 120	-	Gowşak negatiw -0.0579	Gowşak negatiw -0.0719	Gowşak negatiw -0.0146	Gowşak negatiw -0.0225	Gowşak negatiw -0.0170	Gowşak negatiw -0.0198	Gowşak oňyn 0.1498
Answer 121	-	Gowşak negatiw -0.0123	Gowşak oňyn 0.0243	Gowşak negatiw -0.0232	Gowşak oňyn 0.0507	Gowşak oňyn 0.0035	Gowşak oňyn 0.0241	Gowşak negatiw -0.0590
Answer 122	-	Gowşak oňyn 0.0246	Gowşak oňyn 0.0285	Gowşak negatiw -0.0124	Gowşak oňyn 0.0058	Gowşak oňyn 0.0761	Gowşak oňyn 0.0114	Gowşak negatiw -0.1124
Answer 123	-	Gowşak oňyn 0.0770	Gowşak oňyn 0.0460	Gowşak oňyn 0.0115	Gowşak negatiw -0.0123	Gowşak negatiw -0.0240	Gowşak negatiw -0.0106	Gowşak negatiw -0.0455
Answer 124	-	Gowşak oňyn 0.0246	Gowşak oňyn 0.0292	Gowşak oňyn 0.0406	Gowşak negatiw -0.0264	Gowşak negatiw -0.0055	Gowşak negatiw -0.0057	Gowşak negatiw -0.0331
Answer 125	-	Gowşak oňyn 0.0223	Gowşak oňyn 0.0510	Gowşak oňyn 0.0461	Gowşak negatiw -0.0123	Gowşak negatiw -0.0580	Gowşak oňyn 0.0431	Gowşak negatiw -0.0553
Answer 126	-	Gowşak oňyn 0.0583	Gowşak negatiw -0.0022	Gowşak oňyn 0.0672	Gowşak negatiw -0.0445	Gowşak negatiw -0.0039	Gowşak negatiw -0.0464	Gowşak negatiw -0.0072
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 127	-	Gowşak oňyn 0.0552	Gowşak oňyn 0.0927	Gowşak oňyn 0.0475	Gowşak negatiw -0.0370	Gowşak negatiw -0.0162	Gowşak negatiw -0.0224	Gowşak negatiw -0.0624
Answer 128	-	Gowşak oňyn 0.0242	Gowşak oňyn 0.0133	Gowşak oňyn 0.0478	Gowşak oňyn 0.0076	Gowşak negatiw -0.0208	Gowşak negatiw -0.0376	Gowşak negatiw -0.0219
Answer 129	-	Gowşak oňyn 0.0536	Gowşak oňyn 0.0629	Gowşak negatiw -0.0028	Gowşak oňyn 0.0121	Gowşak oňyn 0.0457	Gowşak oňyn 0.0232	Gowşak negatiw -0.1494
Answer 130	-	Gowşak oňyn 0.0288	Gowşak oňyn 0.0222	Gowşak negatiw -0.0193	Gowşak negatiw -0.0335	Gowşak oňyn 0.0055	Gowşak oňyn 0.0371	Gowşak negatiw -0.0155
Answer 131	-	Gowşak oňyn 0.0547	Gowşak oňyn 0.0178	Gowşak negatiw -0.0508	Gowşak negatiw -0.0028	Gowşak oňyn 0.0068	Gowşak oňyn 0.0485	Gowşak negatiw -0.0471
Answer 132	-	Gowşak negatiw -0.0570	Gowşak negatiw -0.0798	Gowşak oňyn 0.0086	Gowşak negatiw -0.0013	Gowşak oňyn 0.0250	Gowşak oňyn 0.0118	Gowşak oňyn 0.0455
Answer 133	-	Gowşak negatiw -0.0917	Gowşak negatiw -0.0625	Gowşak negatiw -0.0178	Gowşak oňyn 0.0320	Gowşak negatiw -0.0440	Gowşak negatiw -0.0485	Gowşak oňyn 0.1652
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 134	-	Gowşak oňyn 0.0286	Gowşak oňyn 0.0289	Gowşak oňyn 0.0034	Gowşak negatiw -0.0277	Gowşak negatiw -0.0029	Gowşak negatiw -0.0056	Gowşak negatiw -0.0037
Answer 135	-	Gowşak oňyn 0.0559	Gowşak oňyn 0.0889	Gowşak negatiw -0.0079	Gowşak negatiw -0.0143	Gowşak oňyn 0.0223	Gowşak negatiw -0.0221	Gowşak negatiw -0.0763
Answer 136	-	Gowşak oňyn 0.0227	Gowşak oňyn 0.0368	Gowşak oňyn 0.0048	Gowşak oňyn 0.0159	Gowşak negatiw -0.0156	Gowşak oňyn 0.0220	Gowşak negatiw -0.0630
Answer 137	-	Gowşak oňyn 0.0588	Gowşak oňyn 0.0505	Gowşak negatiw -0.0113	Gowşak negatiw -0.0165	Gowşak negatiw -0.0042	Gowşak negatiw -0.0133	Gowşak negatiw -0.0287
Answer 138	-	Gowşak oňyn 0.0182	Gowşak oňyn 0.0099	Gowşak oňyn 0.0188	Gowşak negatiw -0.0147	Gowşak negatiw -0.0420	Gowşak oňyn 0.0466	Gowşak negatiw -0.0185
Answer 139	-	Gowşak negatiw -0.0537	Gowşak negatiw -0.0388	Gowşak negatiw -0.0566	Gowşak oňyn 0.0355	Gowşak oňyn 0.0419	Gowşak oňyn 0.1076	Gowşak negatiw -0.0567
Answer 140	-	Gowşak negatiw -0.0455	Gowşak negatiw -0.0694	Gowşak oňyn 0.0377	Gowşak oňyn 0.0022	Gowşak negatiw -0.0100	Gowşak negatiw -0.0938	Gowşak oňyn 0.1275
Şahsy ösüş (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 141	-	Gowşak negatiw -0.0770	Gowşak negatiw -0.0728	Gowşak oňyn 0.0336	Gowşak negatiw -0.0330	Gowşak negatiw -0.0171	Gowşak negatiw -0.0557	Gowşak oňyn 0.1632
Answer 142	-	Gowşak oňyn 0.0038	Gowşak negatiw -0.0181	Gowşak oňyn 0.0007	Gowşak oňyn 0.0133	Gowşak oňyn 0.0008	Gowşak oňyn 0.0308	Gowşak negatiw -0.0363
Answer 143	-	Gowşak oňyn 0.0522	Gowşak oňyn 0.0762	Gowşak negatiw -0.0454	Gowşak oňyn 0.0496	Gowşak negatiw -0.0053	Gowşak oňyn 0.0472	Gowşak negatiw -0.1229
Answer 144	-	Gowşak oňyn 0.0511	Gowşak oňyn 0.0310	Gowşak negatiw -0.0107	Gowşak negatiw -0.0078	Gowşak oňyn 0.0128	Gowşak oňyn 0.0109	Gowşak negatiw -0.0554
Answer 145	-	Gowşak oňyn 0.0118	Gowşak oňyn 0.0106	Gowşak oňyn 0.0083	Gowşak oňyn 0.0382	Gowşak oňyn 0.0171	Gowşak oňyn 0.0190	Gowşak negatiw -0.0917
Answer 146	-	Gowşak oňyn 0.0166	Gowşak oňyn 0.0647	Gowşak negatiw -0.0291	Gowşak negatiw -0.0315	Gowşak oňyn 0.0489	Gowşak negatiw -0.0045	Gowşak negatiw -0.0376
Answer 147	-	Gowşak oňyn 0.0558	Gowşak oňyn 0.0381	Gowşak oňyn 0.0094	Gowşak negatiw -0.0175	Gowşak negatiw -0.0197	Gowşak negatiw -0.0233	Gowşak negatiw -0.0099
4) Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 148	-	Gowşak oňyn 0.0164	Gowşak negatiw -0.0808	Gowşak negatiw -0.0052	Gowşak oňyn 0.0087	Gowşak oňyn 0.0220	Gowşak negatiw -0.0613	Gowşak oňyn 0.0687
Answer 149	-	Gowşak negatiw -0.0637	Gowşak negatiw -0.0709	Gowşak negatiw -0.0371	Gowşak negatiw -0.0051	Gowşak oňyn 0.0732	Gowşak oňyn 0.0193	Gowşak oňyn 0.0347
Answer 150	-	Gowşak negatiw -0.0337	Gowşak oňyn 0.0632	Gowşak oňyn 0.0056	Gowşak oňyn 0.0147	Gowşak negatiw -0.0058	Gowşak oňyn 0.0400	Gowşak negatiw -0.0673
Answer 151	-	Gowşak oňyn 0.0804	Gowşak oňyn 0.0628	Gowşak negatiw -0.0239	Gowşak negatiw -0.0052	Gowşak negatiw -0.0579	Gowşak oňyn 0.0145	Gowşak negatiw -0.0217
Answer 152	-	Gowşak oňyn 0.0429	Gowşak oňyn 0.0751	Gowşak oňyn 0.0517	Gowşak negatiw -0.0223	Gowşak negatiw -0.0543	Gowşak oňyn 0.0342	Gowşak negatiw -0.0737
Answer 153	-	Gowşak oňyn 0.0375	Gowşak oňyn 0.0614	Gowşak oňyn 0.0702	Gowşak negatiw -0.0129	Gowşak negatiw -0.0891	Gowşak negatiw -0.0101	Gowşak negatiw -0.0167
Answer 154	-	Gowşak oňyn 0.0014	Gowşak oňyn 0.0980	Gowşak oňyn 0.0398	Gowşak oňyn 0.0029	Gowşak negatiw -0.0470	Gowşak negatiw -0.0190	Gowşak negatiw -0.0375
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 155	-	Gowşak oňyn 0.0350	Gowşak negatiw -0.0372	Gowşak oňyn 0.0296	Gowşak oňyn 0.0157	Gowşak oňyn 0.0356	Gowşak negatiw -0.0962	Gowşak oňyn 0.0106
Answer 156	-	Gowşak negatiw -0.0317	Gowşak negatiw -0.0519	Gowşak negatiw -0.0443	Gowşak negatiw -0.0003	Gowşak oňyn 0.0526	Gowşak oňyn 0.0158	Gowşak oňyn 0.0244
Answer 157	-	Gowşak oňyn 0.0069	Gowşak negatiw -0.0371	Gowşak negatiw -0.0325	Gowşak negatiw -0.0114	Gowşak oňyn 0.0188	Gowşak oňyn 0.0526	Gowşak negatiw -0.0047
Answer 158	-	Gowşak oňyn 0.0006	Gowşak oňyn 0.0419	Gowşak oňyn 0.0073	Gowşak negatiw -0.0119	Gowşak negatiw -0.0604	Gowşak oňyn 0.0411	Gowşak negatiw -0.0009
Answer 159	-	Gowşak oňyn 0.0149	Gowşak oňyn 0.0753	Gowşak oňyn 0.0319	Gowşak negatiw -0.0092	Gowşak negatiw -0.0421	Gowşak oňyn 0.0136	Gowşak negatiw -0.0441
Answer 160	-	Gowşak negatiw -0.0161	Gowşak oňyn 0.0935	Gowşak oňyn 0.0315	Gowşak oňyn 0.0232	Gowşak negatiw -0.0775	Gowşak negatiw -0.0079	Gowşak negatiw -0.0148
Answer 161	-	Gowşak negatiw -0.0313	Gowşak oňyn 0.0511	Gowşak oňyn 0.0307	Gowşak negatiw -0.0103	Gowşak negatiw -0.0356	Gowşak oňyn 0.0137	Gowşak negatiw -0.0072
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 162	-	Gowşak oňyn 0.0350	Gowşak oňyn 0.0713	Gowşak oňyn 0.0377	Gowşak negatiw -0.0034	Gowşak negatiw -0.0518	Gowşak negatiw -0.0416	Gowşak negatiw -0.0127
Answer 163	-	Gowşak oňyn 0.0190	Gowşak oňyn 0.0959	Gowşak oňyn 0.0255	Gowşak oňyn 0.0064	Gowşak negatiw -0.0482	Gowşak oňyn 0.0015	Gowşak negatiw -0.0599
Answer 164	-	Gowşak negatiw -0.0092	Gowşak oňyn 0.0173	Gowşak oňyn 0.0039	Gowşak oňyn 0.0189	Gowşak oňyn 0.0239	Gowşak oňyn 0.0097	Gowşak negatiw -0.0582
Answer 165	-	Gowşak oňyn 0.0414	Gowşak negatiw -0.0064	Gowşak oňyn 0.0047	Gowşak negatiw -0.0379	Gowşak negatiw -0.0033	Gowşak oňyn 0.0012	Gowşak oňyn 0.0148
Answer 166	-	Gowşak negatiw -0.0117	Gowşak negatiw -0.0014	Gowşak negatiw -0.0304	Gowşak negatiw -0.0131	Gowşak oňyn 0.0293	Gowşak oňyn 0.0608	Gowşak negatiw -0.0302
Answer 167	-	Gowşak negatiw -0.0013	Gowşak negatiw -0.0439	Gowşak oňyn 0.0118	Gowşak negatiw -0.0406	Gowşak oňyn 0.0110	Gowşak oňyn 0.0225	Gowşak oňyn 0.0297
Answer 168	-	Gowşak negatiw -0.0485	Gowşak negatiw -0.0922	Gowşak negatiw -0.0410	Gowşak oňyn 0.0519	Gowşak oňyn 0.0273	Gowşak negatiw -0.0422	Gowşak oňyn 0.0833
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 169	-	Gowşak oňyn 0.0185	Gowşak oňyn 0.0881	Gowşak oňyn 0.0223	Gowşak negatiw -0.0770	Gowşak negatiw -0.0115	Gowşak negatiw -0.0135	Gowşak oňyn 0.0099
Answer 170	-	Gowşak oňyn 0.0346	Gowşak negatiw -0.0036	Gowşak oňyn 0.0089	Gowşak negatiw -0.0819	Gowşak oňyn 0.0163	Gowşak negatiw -0.0047	Gowşak oňyn 0.0399
Answer 171	-	Gowşak oňyn 0.0266	Gowşak oňyn 0.0386	Gowşak negatiw -0.0081	Gowşak negatiw -0.0787	Gowşak oňyn 0.0211	Gowşak oňyn 0.0450	Gowşak negatiw -0.0164
Answer 172	-	Gowşak oňyn 0.0638	Gowşak negatiw -0.0123	Gowşak oňyn 0.0128	Gowşak negatiw -0.0622	Gowşak negatiw -0.0024	Gowşak oňyn 0.0033	Gowşak oňyn 0.0185
Answer 173	-	Gowşak oňyn 0.0031	Gowşak negatiw -0.0187	Gowşak negatiw -0.0245	Gowşak oňyn 0.0235	Gowşak oňyn 0.0108	Gowşak oňyn 0.0215	Gowşak negatiw -0.0188
Answer 174	-	Gowşak oňyn 0.0049	Gowşak negatiw -0.0229	Gowşak negatiw -0.0204	Gowşak oňyn 0.0127	Gowşak negatiw -0.0246	Gowşak oňyn 0.0552	Gowşak negatiw -0.0058
Answer 175	-	Gowşak negatiw -0.0950	Gowşak negatiw -0.0315	Gowşak oňyn 0.0110	Gowşak oňyn 0.1580	Gowşak negatiw -0.0024	Gowşak negatiw -0.0790	Gowşak negatiw -0.0155
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 176	-	Gowşak oňyn 0.0040	Gowşak negatiw -0.0562	Gowşak negatiw -0.0142	Gowşak oňyn 0.0208	Gowşak oňyn 0.0681	Gowşak negatiw -0.0444	Gowşak negatiw -0.0022
Answer 177	-	Gowşak negatiw -0.0212	Gowşak negatiw -0.0374	Gowşak oňyn 0.0084	Gowşak oňyn 0.0131	Gowşak negatiw -0.0206	Gowşak oňyn 0.0377	Gowşak oňyn 0.0043
Answer 178	-	Gowşak negatiw -0.0093	Gowşak oňyn 0.0453	Gowşak negatiw -0.0101	Gowşak negatiw -0.0222	Gowşak negatiw -0.0231	Gowşak oňyn 0.0540	Gowşak negatiw -0.0164
Answer 179	-	Gowşak oňyn 0.0299	Gowşak oňyn 0.0428	Gowşak oňyn 0.0045	Gowşak oňyn 0.0006	Gowşak negatiw -0.0539	Gowşak negatiw -0.0166	Gowşak oňyn 0.0157
Answer 180	-	Gowşak oňyn 0.0179	Gowşak oňyn 0.0043	Gowşak negatiw -0.0182	Gowşak negatiw -0.0407	Gowşak oňyn 0.0246	Gowşak negatiw -0.0007	Gowşak oňyn 0.0167
Answer 181	-	Gowşak negatiw -0.0148	Gowşak oňyn 0.0949	Gowşak oňyn 0.0134	Gowşak oňyn 0.0275	Gowşak oňyn 0.0038	Gowşak negatiw -0.0486	Gowşak negatiw -0.0522
Answer 182	-	Gowşak oňyn 0.0166	Gowşak oňyn 0.0268	Gowşak oňyn 0.0393	Gowşak negatiw -0.0520	Gowşak negatiw -0.0594	Gowşak oňyn 0.0088	Gowşak oňyn 0.0411
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 183	-	Gowşak oňyn 0.0676	Gowşak oňyn 0.0839	Gowşak oňyn 0.0053	Gowşak negatiw -0.0405	Gowşak oňyn 0.0392	Gowşak negatiw -0.0462	Gowşak negatiw -0.0604
Answer 184	-	Gowşak oňyn 0.0113	Gowşak oňyn 0.0219	Gowşak oňyn 0.0268	Gowşak negatiw -0.0536	Gowşak negatiw -0.0138	Gowşak oňyn 0.0532	Gowşak negatiw -0.0252
Answer 185	-	Gowşak oňyn 0.0226	Gowşak negatiw -0.0373	Gowşak negatiw -0.0453	Gowşak oňyn 0.0082	Gowşak negatiw -0.0225	Gowşak oňyn 0.0717	Gowşak oňyn 0.0054
Answer 186	-	Gowşak negatiw -0.0002	Gowşak oňyn 0.0416	Gowşak oňyn 0.0057	Gowşak negatiw -0.0209	Gowşak negatiw -0.0479	Gowşak oňyn 0.0085	Gowşak oňyn 0.0262
Answer 187	-	Gowşak negatiw -0.0018	Gowşak negatiw -0.0020	Gowşak oňyn 0.0068	Gowşak negatiw -0.0320	Gowşak oňyn 0.0048	Gowşak oňyn 0.0651	Gowşak negatiw -0.0304
Answer 188	-	Gowşak negatiw -0.0084	Gowşak negatiw -0.0365	Gowşak oňyn 0.0056	Gowşak oňyn 0.0222	Gowşak oňyn 0.0312	Gowşak negatiw -0.0239	Gowşak negatiw -0.0073
Answer 189	-	Gowşak negatiw -0.0661	Gowşak negatiw -0.0470	Gowşak negatiw -0.0030	Gowşak oňyn 0.0762	Gowşak oňyn 0.0010	Gowşak negatiw -0.0787	Gowşak oňyn 0.0643
Beýlekiler bilen oňyn gatnaşyklar (näçeräk ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyz?)
Answer 190	-	Gowşak oňyn 0.0116	Gowşak negatiw -0.0631	Gowşak negatiw -0.0326	Gowşak oňyn 0.0251	Gowşak oňyn 0.0698	Gowşak negatiw -0.0651	Gowşak oňyn 0.0237
Answer 191	-	Gowşak negatiw -0.0357	Gowşak negatiw -0.0175	Gowşak oňyn 0.0107	Gowşak oňyn 0.0063	Gowşak negatiw -0.0155	Gowşak oňyn 0.0687	Gowşak negatiw -0.0229
Answer 192	-	Gowşak negatiw -0.0299	Gowşak oňyn 0.0262	Gowşak oňyn 0.0265	Gowşak negatiw -0.0138	Gowşak negatiw -0.0367	Gowşak oňyn 0.0432	Gowşak negatiw -0.0104
Answer 193	-	Gowşak oňyn 0.0627	Gowşak oňyn 0.0761	Gowşak oňyn 0.0072	Gowşak negatiw -0.0123	Gowşak negatiw -0.0599	Gowşak negatiw -0.0147	Gowşak negatiw -0.0148
Answer 194	-	Gowşak oňyn 0.0054	Gowşak oňyn 0.0353	Gowşak negatiw -0.0282	Gowşak negatiw -0.0153	Gowşak negatiw -0.0041	Gowşak oňyn 0.0323	Gowşak negatiw -0.0088
Answer 195	-	Gowşak oňyn 0.0166	Gowşak oňyn 0.0388	Gowşak oňyn 0.0047	Gowşak negatiw -0.0040	Gowşak negatiw -0.0069	Gowşak negatiw -0.0469	Gowşak oňyn 0.0129
Answer 196	-	Gowşak oňyn 0.0025	Gowşak oňyn 0.0221	Gowşak oňyn 0.0518	Gowşak negatiw -0.0450	Gowşak negatiw -0.0217	Gowşak negatiw -0.0279	Gowşak oňyn 0.0291
5) Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 197	-	Gowşak negatiw -0.0452	Gowşak negatiw -0.0373	Gowşak oňyn 0.0303	Gowşak oňyn 0.1867	Gowşak negatiw -0.0583	Gowşak negatiw -0.1337	Gowşak oňyn 0.0116
Answer 198	-	Gowşak negatiw -0.0012	Gowşak negatiw -0.0083	Gowşak negatiw -0.0329	Gowşak negatiw -0.0450	Gowşak oňyn 0.0181	Gowşak oňyn 0.0712	Gowşak oňyn 0.0041
Answer 199	-	Gowşak oňyn 0.0179	Gowşak negatiw -0.0212	Gowşak oňyn 0.0207	Gowşak negatiw -0.1183	Gowşak oňyn 0.0730	Gowşak oňyn 0.0532	Gowşak negatiw -0.0171
Answer 200	-	Gowşak oňyn 0.0631	Gowşak oňyn 0.0649	Gowşak negatiw -0.0342	Gowşak negatiw -0.0853	Gowşak negatiw -0.0122	Gowşak oňyn 0.0323	Gowşak oňyn 0.0164
Answer 201	-	Gowşak oňyn 0.0063	Gowşak oňyn 0.0036	Gowşak oňyn 0.0087	Gowşak negatiw -0.0480	Gowşak negatiw -0.0152	Gowşak oňyn 0.0499	Gowşak oňyn 0.0024
Answer 202	-	Gowşak negatiw -0.0094	Gowşak oňyn 0.0122	Gowşak negatiw -0.0191	Gowşak negatiw -0.0134	Gowşak oňyn 0.0366	Gowşak oňyn 0.0141	Gowşak negatiw -0.0168
Answer 203	-	Gowşak oňyn 0.0310	Gowşak oňyn 0.1176	Gowşak oňyn 0.0134	Gowşak negatiw -0.0540	Gowşak negatiw -0.0203	Gowşak oňyn 0.0038	Gowşak negatiw -0.0378
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 204	-	Gowşak oňyn 0.0732	Gowşak oňyn 0.0560	Gowşak negatiw -0.0166	Gowşak negatiw -0.1153	Gowşak oňyn 0.0237	Gowşak oňyn 0.0004	Gowşak oňyn 0.0234
Answer 205	-	Gowşak oňyn 0.0740	Gowşak oňyn 0.0415	Gowşak negatiw -0.0197	Gowşak negatiw -0.1656	Gowşak oňyn 0.0232	Gowşak oňyn 0.0080	Gowşak oňyn 0.0774
Answer 206	-	Gowşak negatiw -0.0083	Gowşak negatiw -0.0252	Gowşak negatiw -0.0118	Gowşak negatiw -0.0604	Gowşak oňyn 0.0347	Gowşak oňyn 0.0337	Gowşak oňyn 0.0279
Answer 207	-	Gowşak oňyn 0.0113	Gowşak oňyn 0.0087	Gowşak negatiw -0.0123	Gowşak negatiw -0.0256	Gowşak negatiw -0.0279	Gowşak oňyn 0.0052	Gowşak oňyn 0.0468
Answer 208	-	Gowşak oňyn 0.0015	Gowşak negatiw -0.0140	Gowşak negatiw -0.0163	Gowşak oňyn 0.0125	Gowşak oňyn 0.0082	Gowşak oňyn 0.0518	Gowşak negatiw -0.0434
Answer 209	-	Gowşak negatiw -0.0455	Gowşak negatiw -0.0808	Gowşak oňyn 0.0037	Gowşak oňyn 0.0410	Gowşak oňyn 0.0038	Gowşak oňyn 0.0389	Gowşak oňyn 0.0005
Answer 210	-	Gowşak negatiw -0.0458	Gowşak oňyn 0.0377	Gowşak oňyn 0.0450	Gowşak oňyn 0.1743	Gowşak negatiw -0.0420	Gowşak negatiw -0.1027	Gowşak negatiw -0.0779
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 211	-	Gowşak negatiw -0.0422	Gowşak negatiw -0.0534	Gowşak oňyn 0.0713	Gowşak oňyn 0.1052	Gowşak negatiw -0.0479	Gowşak negatiw -0.1346	Gowşak oňyn 0.0545
Answer 212	-	Gowşak negatiw -0.0420	Gowşak negatiw -0.0128	Gowşak negatiw -0.0185	Gowşak oňyn 0.0265	Gowşak negatiw -0.0196	Gowşak oňyn 0.0485	Gowşak oňyn 0.0035
Answer 213	-	Gowşak oňyn 0.0233	Gowşak oňyn 0.0066	Gowşak negatiw -0.0205	Gowşak negatiw -0.0889	Gowşak oňyn 0.0421	Gowşak oňyn 0.0426	Gowşak oňyn 0.0081
Answer 214	-	Gowşak oňyn 0.0549	Gowşak oňyn 0.0558	Gowşak negatiw -0.0672	Gowşak negatiw -0.0249	Gowşak oňyn 0.0223	Gowşak oňyn 0.0050	Gowşak negatiw -0.0131
Answer 215	-	Gowşak oňyn 0.0452	Gowşak oňyn 0.0319	Gowşak negatiw -0.0028	Gowşak negatiw -0.0485	Gowşak oňyn 0.0265	Gowşak oňyn 0.0503	Gowşak negatiw -0.0669
Answer 216	-	Gowşak oňyn 0.0158	Gowşak oňyn 0.0170	Gowşak oňyn 0.0034	Gowşak negatiw -0.0192	Gowşak oňyn 0.0134	Gowşak oňyn 0.0443	Gowşak negatiw -0.0523
Answer 217	-	Gowşak oňyn 0.0246	Gowşak oňyn 0.0264	Gowşak negatiw -0.0104	Gowşak negatiw -0.0677	Gowşak oňyn 0.0210	Gowşak oňyn 0.0495	Gowşak negatiw -0.0190
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 218	-	Gowşak negatiw -0.0601	Gowşak negatiw -0.0517	Gowşak oňyn 0.0857	Gowşak oňyn 0.1320	Gowşak negatiw -0.0463	Gowşak negatiw -0.0904	Gowşak negatiw -0.0129
Answer 219	-	Gowşak negatiw -0.0201	Gowşak oňyn 0.0217	Gowşak negatiw -0.0410	Gowşak negatiw -0.0190	Gowşak negatiw -0.0077	Gowşak oňyn 0.0316	Gowşak oňyn 0.0343
Answer 220	-	Gowşak oňyn 0.0012	Gowşak oňyn 0.0084	Gowşak oňyn 0.0011	Gowşak oňyn 0.0006	Gowşak negatiw -0.0081	Gowşak oňyn 0.0324	Gowşak negatiw -0.0244
Answer 221	-	Gowşak oňyn 0.0613	Gowşak oňyn 0.0217	Gowşak negatiw -0.0352	Gowşak negatiw -0.0756	Gowşak oňyn 0.0356	Gowşak oňyn 0.0049	Gowşak oňyn 0.0117
Answer 222	-	Gowşak oňyn 0.0439	Gowşak oňyn 0.0110	Gowşak oňyn 0.0061	Gowşak negatiw -0.1002	Gowşak oňyn 0.0362	Gowşak oňyn 0.0530	Gowşak negatiw -0.0249
Answer 223	-	Gowşak oňyn 0.0109	Gowşak negatiw -0.0132	Gowşak negatiw -0.0416	Gowşak negatiw -0.0042	Gowşak oňyn 0.0335	Gowşak oňyn 0.0277	Gowşak negatiw -0.0114
Answer 224	-	Gowşak oňyn 0.0194	Gowşak oňyn 0.0334	Gowşak negatiw -0.0299	Gowşak negatiw -0.0291	Gowşak oňyn 0.0008	Gowşak negatiw -0.0047	Gowşak oňyn 0.0256
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 225	-	Gowşak oňyn 0.0480	Gowşak oňyn 0.0826	Gowşak oňyn 0.0141	Gowşak negatiw -0.0626	Gowşak oňyn 0.0003	Gowşak negatiw -0.0038	Gowşak negatiw -0.0288
Answer 226	-	Gowşak oňyn 0.0877	Gowşak oňyn 0.0447	Gowşak negatiw -0.0015	Gowşak negatiw -0.0533	Gowşak oňyn 0.0336	Gowşak negatiw -0.0050	Gowşak negatiw -0.0572
Answer 227	-	Gowşak negatiw -0.0288	Gowşak negatiw -0.0061	Gowşak negatiw -0.0362	Gowşak negatiw -0.0323	Gowşak oňyn 0.0427	Gowşak oňyn 0.0521	Gowşak oňyn 0.0036
Answer 228	-	Gowşak oňyn 0.0025	Gowşak oňyn 0.0310	Gowşak negatiw -0.0026	Gowşak negatiw -0.0024	Gowşak negatiw -0.0229	Gowşak oňyn 0.0340	Gowşak negatiw -0.0245
Answer 229	-	Gowşak oňyn 0.0077	Gowşak negatiw -0.0170	Gowşak negatiw -0.0108	Gowşak negatiw -0.0132	Gowşak negatiw -0.0411	Gowşak oňyn 0.0379	Gowşak oňyn 0.0334
Answer 230	-	Gowşak negatiw -0.0241	Gowşak negatiw -0.0478	Gowşak negatiw -0.0076	Gowşak oňyn 0.0344	Gowşak oňyn 0.0225	Gowşak oňyn 0.0311	Gowşak negatiw -0.0275
Answer 231	-	Gowşak negatiw -0.0551	Gowşak negatiw -0.0424	Gowşak oňyn 0.0336	Gowşak oňyn 0.0771	Gowşak negatiw -0.0340	Gowşak negatiw -0.1022	Gowşak oňyn 0.0724
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 232	-	Gowşak oňyn 0.0212	Gowşak oňyn 0.0328	Gowşak oňyn 0.0207	Gowşak negatiw -0.0281	Gowşak negatiw -0.0137	Gowşak negatiw -0.0102	Gowşak negatiw -0.0043
Answer 233	-	Gowşak negatiw -0.0011	Gowşak oňyn 0.0346	Gowşak oňyn 0.0022	Gowşak negatiw -0.0042	Gowşak negatiw -0.0268	Gowşak negatiw -0.0115	Gowşak oňyn 0.0150
Answer 234	-	Gowşak oňyn 0.0116	Gowşak negatiw -0.0453	Gowşak oňyn 0.0125	Gowşak negatiw -0.0383	Gowşak negatiw -0.0162	Gowşak negatiw -0.0045	Gowşak oňyn 0.0698
Answer 235	-	Gowşak oňyn 0.0226	Gowşak oňyn 0.0669	Gowşak oňyn 0.0314	Gowşak negatiw -0.0045	Gowşak negatiw -0.0101	Gowşak negatiw -0.0403	Gowşak negatiw -0.0347
Answer 236	-	Gowşak negatiw -0.0180	Gowşak oňyn 0.0457	Gowşak negatiw -0.0482	Gowşak negatiw -7.99E-5	Gowşak oňyn 0.0066	Gowşak oňyn 0.0562	Gowşak negatiw -0.0287
Answer 237	-	Gowşak negatiw -0.0439	Gowşak negatiw -0.0346	Gowşak negatiw -0.0371	Gowşak oňyn 0.0220	Gowşak oňyn 0.0527	Gowşak oňyn 0.0250	Gowşak negatiw -0.0116
Answer 238	-	Gowşak oňyn 0.0135	Gowşak negatiw -0.0477	Gowşak oňyn 0.0172	Gowşak oňyn 0.0205	Gowşak negatiw -0.0077	Gowşak negatiw -0.0109	Gowşak oňyn 0.0027
Durmuşda maksat (ylalaşýarsyňyz ýa-da ylalaşmaýarsyňyzmy?)
Answer 239	-	Gowşak negatiw -0.0064	Gowşak oňyn 0.0882	Gowşak oňyn 0.0395	Gowşak negatiw -0.0153	Gowşak negatiw -0.0031	Gowşak negatiw -0.0139	Gowşak negatiw -0.0565
Answer 240	-	Gowşak oňyn 0.0896	Gowşak negatiw -0.0059	Gowşak oňyn 0.0235	Gowşak negatiw -0.0215	Gowşak negatiw -0.0263	Gowşak oňyn 0.0267	Gowşak negatiw -0.0485
Answer 241	-	Gowşak negatiw -0.0105	Gowşak oňyn 0.0261	Gowşak negatiw -0.0257	Gowşak negatiw -0.0026	Gowşak oňyn 0.0488	Gowşak oňyn 0.0444	Gowşak negatiw -0.0691
Answer 242	-	Gowşak oňyn 0.0356	Gowşak oňyn 0.0356	Gowşak negatiw -0.0378	Gowşak negatiw -0.0317	Gowşak negatiw -0.0580	Gowşak oňyn 0.0350	Gowşak oňyn 0.0439
Answer 243	-	Gowşak negatiw -0.0422	Gowşak negatiw -0.0008	Gowşak negatiw -0.0514	Gowşak oňyn 0.0358	Gowşak oňyn 0.0346	Gowşak oňyn 0.0144	Gowşak negatiw -0.0071
Answer 244	-	Gowşak negatiw -0.0474	Gowşak negatiw -0.0774	Gowşak oňyn 0.0193	Gowşak negatiw -0.0175	Gowşak oňyn 0.0172	Gowşak negatiw -0.0096	Gowşak oňyn 0.0701
Answer 245	-	Gowşak negatiw -0.0169	Gowşak negatiw -0.0337	Gowşak oňyn 0.0272	Gowşak oňyn 0.0430	Gowşak negatiw -0.0146	Gowşak negatiw -0.0808	Gowşak oňyn 0.0482
6) Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 246	-	Gowşak oňyn 0.0293	Gowşak oňyn 0.1182	Gowşak oňyn 0.0030	Gowşak negatiw -0.0450	Gowşak oňyn 0.0092	Gowşak negatiw -0.0218	Gowşak negatiw -0.0438
Answer 247	-	Gowşak oňyn 0.0276	Gowşak oňyn 0.0536	Gowşak oňyn 0.0345	Gowşak negatiw -0.0104	Gowşak negatiw -0.0604	Gowşak oňyn 0.0802	Gowşak negatiw -0.0806
Answer 248	-	Gowşak oňyn 0.0218	Gowşak negatiw -0.0181	Gowşak negatiw -0.0047	Gowşak oňyn 0.0238	Gowşak oňyn 0.0576	Gowşak negatiw -0.0119	Gowşak negatiw -0.0657
Answer 249	-	Gowşak oňyn 0.0044	Gowşak negatiw -0.0051	Gowşak negatiw -0.0439	Gowşak negatiw -0.0060	Gowşak negatiw -0.0239	Gowşak negatiw -0.0004	Gowşak oňyn 0.0673
Answer 250	-	Gowşak negatiw -0.0216	Gowşak oňyn 0.0157	Gowşak negatiw -0.0076	Gowşak oňyn 0.0003	Gowşak negatiw -0.0200	Gowşak oňyn 0.0357	Gowşak negatiw -0.0007
Answer 251	-	Gowşak negatiw -0.0109	Gowşak negatiw -0.0679	Gowşak negatiw -0.0147	Gowşak oňyn 0.0163	Gowşak oňyn 0.0092	Gowşak oňyn 0.0452	Gowşak oňyn 0.0032
Answer 252	-	Gowşak negatiw -0.0395	Gowşak negatiw -0.0535	Gowşak oňyn 0.0206	Gowşak oňyn 0.0073	Gowşak oňyn 0.0156	Gowşak negatiw -0.1034	Gowşak oňyn 0.1031
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 253	-	Gowşak negatiw -0.0579	Gowşak negatiw -0.0521	Gowşak oňyn 0.0450	Gowşak oňyn 0.0286	Gowşak negatiw -0.0023	Gowşak negatiw -0.1141	Gowşak oňyn 0.0991
Answer 254	-	Gowşak negatiw -0.0237	Gowşak negatiw -0.0549	Gowşak negatiw -0.0203	Gowşak oňyn 0.0086	Gowşak oňyn 0.0262	Gowşak oňyn 0.0433	Gowşak oňyn 0.0014
Answer 255	-	Gowşak oňyn 0.0208	Gowşak negatiw -0.0219	Gowşak negatiw -0.0483	Gowşak negatiw -0.0531	Gowşak oňyn 0.0231	Gowşak oňyn 0.0838	Gowşak negatiw -0.0005
Answer 256	-	Gowşak oňyn 0.0278	Gowşak oňyn 0.0388	Gowşak negatiw -0.0260	Gowşak negatiw -0.0235	Gowşak negatiw -0.0222	Gowşak oňyn 0.0415	Gowşak negatiw -0.0108
Answer 257	-	Gowşak oňyn 0.0607	Gowşak oňyn 0.0509	Gowşak negatiw -0.0077	Gowşak oňyn 0.0302	Gowşak oňyn 0.0066	Gowşak negatiw -0.0217	Gowşak negatiw -0.0820
Answer 258	-	Gowşak negatiw -0.0116	Gowşak oňyn 0.0511	Gowşak oňyn 0.0343	Gowşak oňyn 0.0441	Gowşak negatiw -0.0654	Gowşak oňyn 0.0039	Gowşak negatiw -0.0394
Answer 259	-	Gowşak oňyn 0.0505	Gowşak oňyn 0.1036	Gowşak oňyn 0.0331	Gowşak negatiw -0.0613	Gowşak oňyn 0.0134	Gowşak negatiw -0.0281	Gowşak negatiw -0.0541
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 260	-	Gowşak oňyn 0.0641	Gowşak oňyn 0.0935	Gowşak oňyn 0.0283	Gowşak negatiw -0.0808	Gowşak oňyn 0.0278	Gowşak negatiw -0.0126	Gowşak negatiw -0.0615
Answer 261	-	Gowşak negatiw -0.0117	Gowşak oňyn 0.0496	Gowşak negatiw -0.0278	Gowşak oňyn 0.0034	Gowşak negatiw -0.0072	Gowşak oňyn 0.0428	Gowşak negatiw -0.0277
Answer 262	-	Gowşak oňyn 0.0585	Gowşak oňyn 0.0015	Gowşak negatiw -0.0184	Gowşak oňyn 0.0161	Gowşak oňyn 0.0536	Gowşak negatiw -0.0150	Gowşak negatiw -0.0799
Answer 263	-	Gowşak negatiw -0.0087	Gowşak negatiw -0.0119	Gowşak negatiw -0.0271	Gowşak oňyn 0.0006	Gowşak negatiw -0.0203	Gowşak oňyn 0.0125	Gowşak oňyn 0.0452
Answer 264	-	Gowşak oňyn 0.0066	Gowşak negatiw -0.0071	Gowşak oňyn 0.0022	Gowşak negatiw -0.0111	Gowşak negatiw -0.0624	Gowşak oňyn 0.0558	Gowşak oňyn 0.0193
Answer 265	-	Gowşak negatiw -0.0297	Gowşak negatiw -0.0703	Gowşak oňyn 0.0096	Gowşak negatiw -0.0080	Gowşak negatiw -0.0163	Gowşak oňyn 0.0912	Gowşak oňyn 0.0014
Answer 266	-	Gowşak negatiw -0.0582	Gowşak negatiw -0.0417	Gowşak oňyn 0.0300	Gowşak oňyn 0.0586	Gowşak oňyn 0.0122	Gowşak negatiw -0.1424	Gowşak oňyn 0.0887
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 267	-	Gowşak negatiw -0.0470	Gowşak negatiw -0.0225	Gowşak oňyn 0.0441	Gowşak oňyn 0.0957	Gowşak negatiw -0.0387	Gowşak negatiw -0.1414	Gowşak oňyn 0.0658
Answer 268	-	Gowşak negatiw -0.0177	Gowşak negatiw -0.0460	Gowşak negatiw -0.0055	Gowşak negatiw -0.0149	Gowşak negatiw -0.0109	Gowşak oňyn 0.0702	Gowşak oňyn 0.0116
Answer 269	-	Gowşak oňyn 0.0081	Gowşak negatiw -0.0106	Gowşak negatiw -0.0256	Gowşak oňyn 0.0006	Gowşak oňyn 0.0218	Gowşak oňyn 3.29E-6	Gowşak oňyn 0.0042
Answer 270	-	Gowşak oňyn 0.0027	Gowşak oňyn 0.0604	Gowşak negatiw -0.0509	Gowşak negatiw -0.0372	Gowşak oňyn 0.0176	Gowşak oňyn 0.0654	Gowşak negatiw -0.0287
Answer 271	-	Gowşak oňyn 0.0529	Gowşak negatiw -0.0030	Gowşak negatiw -0.0142	Gowşak negatiw -0.0490	Gowşak oňyn 0.0235	Gowşak oňyn 0.0672	Gowşak negatiw -0.0539
Answer 272	-	Gowşak oňyn 0.0427	Gowşak oňyn 0.0529	Gowşak oňyn 0.0124	Gowşak negatiw -0.0381	Gowşak negatiw -0.0090	Gowşak oňyn 0.0520	Gowşak negatiw -0.0672
Answer 273	-	Gowşak oňyn 0.0359	Gowşak oňyn 0.0708	Gowşak oňyn 0.0280	Gowşak negatiw -0.0658	Gowşak oňyn 0.0505	Gowşak negatiw -0.0572	Gowşak negatiw -0.0279
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 274	-	Gowşak negatiw -0.0027	Gowşak oňyn 0.0054	Gowşak oňyn 0.0414	Gowşak oňyn 0.0664	Gowşak negatiw -0.0535	Gowşak negatiw -0.1280	Gowşak oňyn 0.0544
Answer 275	-	Gowşak negatiw -0.0087	Gowşak negatiw -0.0336	Gowşak oňyn 0.0214	Gowşak oňyn 0.0005	Gowşak negatiw -0.0263	Gowşak oňyn 0.0432	Gowşak negatiw -0.0047
Answer 276	-	Gowşak negatiw -0.0055	Gowşak negatiw -0.0360	Gowşak negatiw -0.0029	Gowşak oňyn 0.0165	Gowşak negatiw -0.0030	Gowşak oňyn 0.0152	Gowşak oňyn 0.0043
Answer 277	-	Gowşak negatiw -0.0232	Gowşak negatiw -0.0080	Gowşak negatiw -0.0663	Gowşak negatiw -0.0378	Gowşak oňyn 0.0599	Gowşak oňyn 0.0455	Gowşak oňyn 0.0184
Answer 278	-	Gowşak oňyn 0.0185	Gowşak oňyn 0.0215	Gowşak negatiw -0.0153	Gowşak negatiw -0.0154	Gowşak oňyn 0.0271	Gowşak oňyn 0.0580	Gowşak negatiw -0.0701
Answer 279	-	Gowşak oňyn 0.0342	Gowşak oňyn 0.0341	Gowşak oňyn 0.0077	Gowşak negatiw -0.0462	Gowşak negatiw -0.0144	Gowşak oňyn 0.0261	Gowşak negatiw -0.0128
Answer 280	-	Gowşak oňyn 0.0176	Gowşak oňyn 0.0770	Gowşak oňyn 0.0091	Gowşak negatiw -0.0257	Gowşak oňyn 0.0451	Gowşak negatiw -0.0389	Gowşak negatiw -0.0506
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 281	-	Gowşak oňyn 0.0474	Gowşak oňyn 0.0847	Gowşak oňyn 0.0571	Gowşak negatiw -0.0489	Gowşak oňyn 0.0022	Gowşak negatiw -0.0301	Gowşak negatiw -0.0617
Answer 282	-	Gowşak oňyn 0.0928	Gowşak oňyn 0.0333	Gowşak negatiw -0.0202	Gowşak negatiw -0.0286	Gowşak negatiw -0.0011	Gowşak oňyn 0.0144	Gowşak negatiw -0.0445
Answer 283	-	Gowşak oňyn 0.0088	Gowşak oňyn 0.0337	Gowşak negatiw -0.0059	Gowşak oňyn 0.0322	Gowşak oňyn 0.0213	Gowşak oňyn 0.0160	Gowşak negatiw -0.0863
Answer 284	-	Gowşak oňyn 0.0051	Gowşak oňyn 0.0053	Gowşak negatiw -0.0352	Gowşak negatiw -0.0205	Gowşak oňyn 0.0003	Gowşak oňyn 0.0664	Gowşak negatiw -0.0135
Answer 285	-	Gowşak negatiw -0.0270	Gowşak negatiw -0.0430	Gowşak oňyn 0.0265	Gowşak oňyn 0.0313	Gowşak negatiw -0.0569	Gowşak oňyn 0.0106	Gowşak oňyn 0.0367
Answer 286	-	Gowşak negatiw -0.0784	Gowşak negatiw -0.0280	Gowşak negatiw -0.0528	Gowşak oňyn 0.0188	Gowşak oňyn 0.0229	Gowşak oňyn 0.0437	Gowşak oňyn 0.0343
Answer 287	-	Gowşak negatiw -0.0381	Gowşak negatiw -0.0680	Gowşak oňyn 0.0433	Gowşak oňyn 0.0145	Gowşak oňyn 0.0024	Gowşak negatiw -0.1168	Gowşak oňyn 0.1119
Öz-özüňi kabul etmek (ylalaşýarsyňyzmy ýa-da ylalaşmaýarsyňyzmy?)
Answer 288	-	Gowşak negatiw -0.0418	Gowşak oňyn 0.0194	Gowşak oňyn 0.0482	Gowşak oňyn 0.0542	Gowşak negatiw -0.0438	Gowşak negatiw -0.1197	Gowşak oňyn 0.0600
Answer 289	-	Gowşak oňyn 0.0041	Gowşak negatiw -0.0839	Gowşak negatiw -0.0213	Gowşak negatiw -0.0131	Gowşak oňyn 0.0200	Gowşak oňyn 0.0667	Gowşak oňyn 0.0083
Answer 290	-	Gowşak negatiw -0.0351	Gowşak negatiw -0.0047	Gowşak negatiw -0.0139	Gowşak negatiw -0.0135	Gowşak oňyn 0.0261	Gowşak oňyn 0.0551	Gowşak negatiw -0.0205
Answer 291	-	Gowşak oňyn 0.0871	Gowşak oňyn 0.0334	Gowşak negatiw -0.0339	Gowşak negatiw -0.0374	Gowşak negatiw -0.0229	Gowşak oňyn 0.0360	Gowşak negatiw -0.0217
Answer 292	-	Gowşak oňyn 0.0267	Gowşak oňyn 0.0326	Gowşak negatiw -0.0216	Gowşak negatiw -0.0079	Gowşak oňyn 0.0467	Gowşak oňyn 0.0156	Gowşak negatiw -0.0661
Answer 293	-	Gowşak oňyn 0.0187	Gowşak oňyn 0.0445	Gowşak oňyn 0.0149	Gowşak oňyn 0.0031	Gowşak oňyn 0.0073	Gowşak negatiw -0.0158	Gowşak negatiw -0.0473
Answer 294	-	Gowşak oňyn 0.0191	Gowşak oňyn 0.1253	Gowşak oňyn 0.0081	Gowşak negatiw -0.0703	Gowşak oňyn 0.0014	Gowşak negatiw -0.0021	Gowşak negatiw -0.0300

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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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