Ikhaya/Ibhuloge/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 87035 results from 171 countries, results clustered into 8031 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.

Ukuphila kahle kwengqondo

AmashadiUkuhlanganisa

VUCA

Inani Ebucayi Coefficient ukuhlanganisa

Ukusatshalaliswa okujwayelekile, ngoWilliam Sealy Gosset (umfundi) r = 0.0479

Ukusatshalaliswa okungajwayelekile, nguSpyman r = 0.002

Khombisa imiphumela kuphela > r = 0.0479

Ukuhlephula	Okungajwayelekile	-Ngokwejwayelekile	Okungajwayelekile	-Ngokwejwayelekile	-Ngokwejwayelekile	-Ngokwejwayelekile	-Ngokwejwayelekile	-Ngokwejwayelekile
Yonke imibuzo Yonke imibuzo 1) Ukuzimela (Ngabe uvumelana noma ungavumelani malini?) 2) I-Environmental Mastery (uvumelana noma ungavumelani malini?) 3) Ukukhula komuntu (uvumelana noma ungavumelani malini?) 4) Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?) 5) Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?) 6) Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
1) Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 1	-	Negative engaqinile -0.0529	Omuhle engaqinile 0.0713	Negative engaqinile -0.0387	Omuhle engaqinile 0.0406	Negative engaqinile -0.0574	Negative engaqinile -0.0094	Omuhle engaqinile 0.0427
Answer 2	-	Negative engaqinile -0.0287	Negative engaqinile -0.0343	Omuhle engaqinile 0.0192	Omuhle engaqinile 0.0265	Omuhle engaqinile 0.0063	Negative engaqinile -0.0318	Omuhle engaqinile 0.0190
Answer 3	-	Omuhle engaqinile 0.0396	Negative engaqinile -0.0258	Omuhle engaqinile 0.0109	Negative engaqinile -0.0325	Omuhle engaqinile 0.0078	Omuhle engaqinile 0.0490	Negative engaqinile -0.0353
Answer 4	-	Omuhle engaqinile 0.0471	Negative engaqinile -0.0152	Omuhle engaqinile 0.0306	Negative engaqinile -0.0024	Negative engaqinile -0.0156	Negative engaqinile -0.0555	Omuhle engaqinile 0.0194
Answer 5	-	Negative engaqinile -0.0052	Negative engaqinile -0.0111	Negative engaqinile -0.0125	Negative engaqinile -0.0201	Omuhle engaqinile 0.0737	Omuhle engaqinile 0.0446	Negative engaqinile -0.0671
Answer 6	-	Omuhle engaqinile 0.0540	Negative engaqinile -0.0341	Omuhle engaqinile 0.0410	Negative engaqinile -0.0245	Omuhle engaqinile 0.0109	Negative engaqinile -0.0086	Negative engaqinile -0.0275
Answer 7	-	Omuhle engaqinile 0.0357	Omuhle engaqinile 0.0246	Negative engaqinile -0.0344	Negative engaqinile -0.0608	Omuhle engaqinile 0.0277	Omuhle engaqinile 0.0229	Omuhle engaqinile 0.0072
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 8	-	Omuhle engaqinile 0.0016	Omuhle engaqinile 0.0348	Omuhle engaqinile 0.0258	Negative engaqinile -0.0191	Negative engaqinile -0.0419	Negative engaqinile -0.0841	Omuhle engaqinile 0.0825
Answer 9	-	Negative engaqinile -0.0573	Negative engaqinile -0.0029	Omuhle engaqinile 0.0122	Omuhle engaqinile 0.0448	Negative engaqinile -0.0115	Omuhle engaqinile 0.0099	Negative engaqinile -0.0115
Answer 10	-	Negative engaqinile -0.0468	Negative engaqinile -0.0421	Negative engaqinile -0.0479	Omuhle engaqinile 0.0039	Omuhle engaqinile 0.0124	Omuhle engaqinile 0.0629	Omuhle engaqinile 0.0282
Answer 11	-	Omuhle engaqinile 0.0389	Omuhle engaqinile 0.0265	Omuhle engaqinile 0.0180	Negative engaqinile -0.0055	Negative engaqinile -0.0280	Omuhle engaqinile 0.0106	Negative engaqinile -0.0350
Answer 12	-	Omuhle engaqinile 0.0421	Omuhle engaqinile 0.0035	Negative engaqinile -0.0329	Omuhle engaqinile 0.0093	Omuhle engaqinile 0.0516	Omuhle engaqinile 0.0198	Negative engaqinile -0.0752
Answer 13	-	Omuhle engaqinile 0.0612	Negative engaqinile -0.0362	Omuhle engaqinile 0.0321	Negative engaqinile -0.0556	Omuhle engaqinile 0.0334	Negative engaqinile -0.0049	Negative engaqinile -0.0180
Answer 14	-	Omuhle engaqinile 0.0477	Omuhle engaqinile 0.0245	Negative engaqinile -0.0123	Negative engaqinile -0.0159	Omuhle engaqinile 0.0194	Omuhle engaqinile 8.59E-5	Negative engaqinile -0.0340
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 15	-	Omuhle engaqinile 0.0673	Omuhle engaqinile 0.0178	Omuhle engaqinile 0.0369	Negative engaqinile -0.0535	Omuhle engaqinile 0.0425	Negative engaqinile -0.0236	Negative engaqinile -0.0561
Answer 16	-	Omuhle engaqinile 0.0595	Omuhle engaqinile 0.0205	Omuhle engaqinile 0.0383	Omuhle engaqinile 0.0213	Negative engaqinile -0.0187	Negative engaqinile -0.0277	Negative engaqinile -0.0632
Answer 17	-	Negative engaqinile -0.0124	Negative engaqinile -0.0176	Negative engaqinile -0.0316	Omuhle engaqinile 0.0775	Omuhle engaqinile 0.0074	Omuhle engaqinile 0.0175	Negative engaqinile -0.0518
Answer 18	-	Negative engaqinile -0.0173	Omuhle engaqinile 0.0165	Negative engaqinile -0.0368	Negative engaqinile -0.0192	Omuhle engaqinile 0.0037	Negative engaqinile -0.0031	Omuhle engaqinile 0.0517
Answer 19	-	Omuhle engaqinile 0.0148	Omuhle engaqinile 0.0422	Negative engaqinile -0.0252	Negative engaqinile -0.0235	Negative engaqinile -0.0124	Omuhle engaqinile 0.0409	Negative engaqinile -0.0107
Answer 20	-	Negative engaqinile -0.0432	Negative engaqinile -0.0319	Omuhle engaqinile 0.0074	Omuhle engaqinile 0.0118	Negative engaqinile -0.0476	Omuhle engaqinile 0.0325	Omuhle engaqinile 0.0460
Answer 21	-	Negative engaqinile -0.0515	Negative engaqinile -0.0338	Omuhle engaqinile 0.0182	Negative engaqinile -0.0560	Omuhle engaqinile 0.0394	Negative engaqinile -0.0371	Omuhle engaqinile 0.0858
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 22	-	Negative engaqinile -0.0246	Omuhle engaqinile 0.0358	Omuhle engaqinile 0.0092	Negative engaqinile -0.0464	Negative engaqinile -0.0243	Negative engaqinile -0.0352	Omuhle engaqinile 0.0822
Answer 23	-	Negative engaqinile -0.0550	Negative engaqinile -0.0228	Negative engaqinile -0.0049	Omuhle engaqinile 0.0095	Negative engaqinile -0.0063	Omuhle engaqinile 0.0107	Omuhle engaqinile 0.0416
Answer 24	-	Omuhle engaqinile 0.0457	Negative engaqinile -0.0414	Negative engaqinile -0.0069	Omuhle engaqinile 0.0607	Negative engaqinile -0.0230	Omuhle engaqinile 0.0495	Negative engaqinile -0.0767
Answer 25	-	Omuhle engaqinile 0.0137	Omuhle engaqinile 0.0080	Omuhle engaqinile 0.0182	Negative engaqinile -0.0104	Negative engaqinile -0.0136	Negative engaqinile -0.0183	Omuhle engaqinile 0.0083
Answer 26	-	Negative engaqinile -0.0041	Negative engaqinile -0.0197	Negative engaqinile -0.0179	Negative engaqinile -0.0170	Omuhle engaqinile 0.0748	Negative engaqinile -0.0055	Negative engaqinile -0.0185
Answer 27	-	Omuhle engaqinile 0.0612	Omuhle engaqinile 0.0302	Omuhle engaqinile 0.0019	Omuhle engaqinile 0.0020	Omuhle engaqinile 0.0681	Negative engaqinile -0.0073	Negative engaqinile -0.1197
Answer 28	-	Omuhle engaqinile 0.0435	Omuhle engaqinile 0.0462	Negative engaqinile -0.0054	Omuhle engaqinile 0.0028	Negative engaqinile -0.0284	Omuhle engaqinile 0.0022	Negative engaqinile -0.0260
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 29	-	Omuhle engaqinile 0.0835	Omuhle engaqinile 0.0310	Negative engaqinile -0.0142	Negative engaqinile -0.0301	Omuhle engaqinile 0.0429	Negative engaqinile -0.0260	Negative engaqinile -0.0526
Answer 30	-	Omuhle engaqinile 0.0304	Negative engaqinile -0.0144	Omuhle engaqinile 0.0278	Negative engaqinile -0.0593	Omuhle engaqinile 0.0236	Omuhle engaqinile 0.0107	Negative engaqinile -0.0101
Answer 31	-	Negative engaqinile -0.0188	Negative engaqinile -0.0328	Omuhle engaqinile 0.0008	Negative engaqinile -0.0204	Omuhle engaqinile 0.0354	Omuhle engaqinile 0.0038	Omuhle engaqinile 0.0179
Answer 32	-	Omuhle engaqinile 0.0351	Omuhle engaqinile 0.0383	Omuhle engaqinile 0.0322	Omuhle engaqinile 0.0072	Negative engaqinile -0.0274	Negative engaqinile -0.0226	Negative engaqinile -0.0337
Answer 33	-	Negative engaqinile -0.0124	Negative engaqinile -0.0006	Negative engaqinile -0.0257	Omuhle engaqinile 0.0225	Omuhle engaqinile 0.0396	Negative engaqinile -0.0344	Omuhle engaqinile 0.0006
Answer 34	-	Negative engaqinile -0.0065	Negative engaqinile -0.0331	Negative engaqinile -0.0242	Negative engaqinile -0.0001	Negative engaqinile -0.0071	Omuhle engaqinile 0.0522	Omuhle engaqinile 0.0073
Answer 35	-	Negative engaqinile -0.0687	Omuhle engaqinile 0.0277	Omuhle engaqinile 0.0004	Omuhle engaqinile 0.0673	Negative engaqinile -0.0816	Negative engaqinile -0.0034	Omuhle engaqinile 0.0405
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 36	-	Omuhle engaqinile 0.0937	Omuhle engaqinile 0.0312	Negative engaqinile -0.0114	Negative engaqinile -0.0590	Omuhle engaqinile 0.0553	Omuhle engaqinile 0.0088	Negative engaqinile -0.0753
Answer 37	-	Omuhle engaqinile 0.0592	Omuhle engaqinile 0.0246	Omuhle engaqinile 0.0155	Negative engaqinile -0.0092	Omuhle engaqinile 0.0097	Negative engaqinile -0.0068	Negative engaqinile -0.0585
Answer 38	-	Negative engaqinile -0.0561	Negative engaqinile -0.0421	Negative engaqinile -0.0049	Omuhle engaqinile 0.0333	Omuhle engaqinile 0.0486	Negative engaqinile -0.0066	Negative engaqinile -0.0057
Answer 39	-	Omuhle engaqinile 0.0216	Negative engaqinile -0.0104	Omuhle engaqinile 0.0033	Negative engaqinile -0.0236	Negative engaqinile -0.0618	Omuhle engaqinile 0.0270	Omuhle engaqinile 0.0508
Answer 40	-	Negative engaqinile -0.0444	Negative engaqinile -0.0285	Negative engaqinile -0.0116	Omuhle engaqinile 0.0258	Negative engaqinile -0.0148	Omuhle engaqinile 0.0284	Omuhle engaqinile 0.0194
Answer 41	-	Negative engaqinile -0.0450	Negative engaqinile -0.0236	Negative engaqinile -0.0177	Omuhle engaqinile 0.0455	Negative engaqinile -0.0541	Omuhle engaqinile 0.0154	Omuhle engaqinile 0.0495
Answer 42	-	Negative engaqinile -0.0224	Omuhle engaqinile 0.0507	Omuhle engaqinile 0.0230	Negative engaqinile -0.0216	Omuhle engaqinile 0.0052	Negative engaqinile -0.0568	Omuhle engaqinile 0.0287
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 43	-	Negative engaqinile -0.0527	Omuhle engaqinile 0.0321	Omuhle engaqinile 0.0562	Omuhle engaqinile 0.0215	Negative engaqinile -0.0689	Negative engaqinile -0.0753	Omuhle engaqinile 0.0715
Answer 44	-	Negative engaqinile -0.0095	Negative engaqinile -0.0389	Negative engaqinile -0.0325	Omuhle engaqinile 0.0092	Omuhle engaqinile 0.0107	Omuhle engaqinile 0.0743	Negative engaqinile -0.0229
Answer 45	-	Negative engaqinile -0.0046	Omuhle engaqinile 0.0125	Negative engaqinile -0.0286	Negative engaqinile -0.0194	Omuhle engaqinile 0.0501	Omuhle engaqinile 0.0182	Negative engaqinile -0.0222
Answer 46	-	Omuhle engaqinile 0.0503	Negative engaqinile -0.0182	Omuhle engaqinile 0.0098	Negative engaqinile -0.0211	Omuhle engaqinile 0.0132	Omuhle engaqinile 0.0141	Negative engaqinile -0.0347
Answer 47	-	Omuhle engaqinile 0.0310	Negative engaqinile -0.0033	Negative engaqinile -0.0238	Omuhle engaqinile 0.0313	Omuhle engaqinile 0.0060	Omuhle engaqinile 0.0151	Negative engaqinile -0.0475
Answer 48	-	Omuhle engaqinile 0.0376	Omuhle engaqinile 0.0119	Omuhle engaqinile 0.0096	Negative engaqinile -0.0173	Omuhle engaqinile 0.0205	Negative engaqinile -0.0409	Negative engaqinile -0.0049
Answer 49	-	Omuhle engaqinile 0.0437	Omuhle engaqinile 0.0060	Negative engaqinile -0.0226	Negative engaqinile -0.0363	Omuhle engaqinile 0.0285	Negative engaqinile -0.0154	Omuhle engaqinile 0.0095
2) I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 50	-	Negative engaqinile -0.0454	Negative engaqinile -0.0248	Omuhle engaqinile 0.0122	Omuhle engaqinile 0.0770	Negative engaqinile -0.0417	Negative engaqinile -0.1039	Omuhle engaqinile 0.0866
Answer 51	-	Negative engaqinile -0.0066	Negative engaqinile -0.0111	Omuhle engaqinile 0.0033	Negative engaqinile -0.0294	Omuhle engaqinile 0.0116	Omuhle engaqinile 0.0299	Negative engaqinile -0.0031
Answer 52	-	Omuhle engaqinile 0.0252	Negative engaqinile -0.0306	Negative engaqinile -0.0091	Negative engaqinile -0.0143	Negative engaqinile -0.0112	Omuhle engaqinile 0.0883	Negative engaqinile -0.0403
Answer 53	-	Omuhle engaqinile 0.0109	Negative engaqinile -0.0006	Negative engaqinile -0.0107	Negative engaqinile -0.0217	Negative engaqinile -0.0010	Negative engaqinile -0.0071	Omuhle engaqinile 0.0360
Answer 54	-	Omuhle engaqinile 0.0075	Omuhle engaqinile 0.0299	Omuhle engaqinile 0.0115	Negative engaqinile -0.0072	Omuhle engaqinile 0.0197	Negative engaqinile -0.0027	Negative engaqinile -0.0418
Answer 55	-	Omuhle engaqinile 0.0412	Omuhle engaqinile 0.0217	Negative engaqinile -0.0222	Negative engaqinile -0.0112	Omuhle engaqinile 0.0704	Omuhle engaqinile 0.0070	Negative engaqinile -0.0826
Answer 56	-	Omuhle engaqinile 0.0059	Omuhle engaqinile 0.1014	Omuhle engaqinile 0.0078	Negative engaqinile -0.0354	Negative engaqinile -0.0149	Omuhle engaqinile 0.0118	Negative engaqinile -0.0323
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 57	-	Omuhle engaqinile 0.0650	Omuhle engaqinile 0.0882	Omuhle engaqinile 0.0478	Negative engaqinile -0.0781	Omuhle engaqinile 0.0042	Negative engaqinile -0.0319	Negative engaqinile -0.0367
Answer 58	-	Omuhle engaqinile 0.0658	Omuhle engaqinile 0.0328	Negative engaqinile -0.0290	Negative engaqinile -0.0325	Omuhle engaqinile 0.0133	Omuhle engaqinile 0.0694	Negative engaqinile -0.0736
Answer 59	-	Negative engaqinile -0.0052	Negative engaqinile -0.0361	Omuhle engaqinile 0.0152	Omuhle engaqinile 0.0125	Negative engaqinile -0.0003	Omuhle engaqinile 0.0141	Negative engaqinile -0.0137
Answer 60	-	Omuhle engaqinile 0.0129	Omuhle engaqinile 0.0015	Negative engaqinile -0.0012	Negative engaqinile -0.0079	Omuhle engaqinile 0.0005	Negative engaqinile -0.0048	Omuhle engaqinile 0.0035
Answer 61	-	Negative engaqinile -0.0077	Omuhle engaqinile 0.0193	Omuhle engaqinile 0.0044	Omuhle engaqinile 0.0081	Negative engaqinile -0.0088	Negative engaqinile -0.0157	Omuhle engaqinile 0.0011
Answer 62	-	Negative engaqinile -0.0560	Negative engaqinile -0.0821	Negative engaqinile -0.0020	Negative engaqinile -0.0006	Omuhle engaqinile 0.0094	Omuhle engaqinile 0.0128	Omuhle engaqinile 0.0689
Answer 63	-	Negative engaqinile -0.0558	Omuhle engaqinile 0.0033	Negative engaqinile -0.0217	Omuhle engaqinile 0.0769	Negative engaqinile -0.0186	Negative engaqinile -0.0573	Omuhle engaqinile 0.0430
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 64	-	Omuhle engaqinile 0.0594	Omuhle engaqinile 0.0956	Omuhle engaqinile 0.0454	Negative engaqinile -0.0786	Negative engaqinile -0.0060	Negative engaqinile -0.0362	Negative engaqinile -0.0222
Answer 65	-	Omuhle engaqinile 0.0100	Omuhle engaqinile 0.0542	Negative engaqinile -0.0105	Negative engaqinile -0.0514	Omuhle engaqinile 0.0344	Omuhle engaqinile 0.0330	Negative engaqinile -0.0398
Answer 66	-	Omuhle engaqinile 0.0523	Negative engaqinile -0.0294	Negative engaqinile -0.0005	Negative engaqinile -0.0201	Omuhle engaqinile 0.0111	Omuhle engaqinile 0.0171	Negative engaqinile -0.0204
Answer 67	-	Omuhle engaqinile 0.0174	Omuhle engaqinile 0.0383	Negative engaqinile -0.0095	Negative engaqinile -0.0028	Negative engaqinile -0.0440	Omuhle engaqinile 0.0304	Negative engaqinile -0.0077
Answer 68	-	Negative engaqinile -0.0521	Negative engaqinile -0.0266	Negative engaqinile -0.0111	Omuhle engaqinile 0.0546	Omuhle engaqinile 0.0082	Omuhle engaqinile 0.0172	Negative engaqinile -0.0152
Answer 69	-	Negative engaqinile -0.0463	Negative engaqinile -0.0570	Omuhle engaqinile 0.0429	Omuhle engaqinile 0.0113	Negative engaqinile -0.0265	Negative engaqinile -0.0164	Omuhle engaqinile 0.0537
Answer 70	-	Negative engaqinile -0.0378	Negative engaqinile -0.0457	Negative engaqinile -0.0481	Omuhle engaqinile 0.0762	Omuhle engaqinile 0.0177	Negative engaqinile -0.0500	Omuhle engaqinile 0.0444
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 71	-	Omuhle engaqinile 0.0108	Negative engaqinile -0.0503	Omuhle engaqinile 0.0049	Omuhle engaqinile 0.0014	Omuhle engaqinile 0.0020	Negative engaqinile -0.0539	Omuhle engaqinile 0.0631
Answer 72	-	Negative engaqinile -0.0417	Negative engaqinile -0.0726	Omuhle engaqinile 0.0190	Omuhle engaqinile 0.0429	Omuhle engaqinile 0.0054	Negative engaqinile -0.0448	Omuhle engaqinile 0.0410
Answer 73	-	Omuhle engaqinile 0.0070	Omuhle engaqinile 0.0195	Negative engaqinile -0.0221	Negative engaqinile -0.0156	Omuhle engaqinile 0.0099	Omuhle engaqinile 0.0299	Negative engaqinile -0.0172
Answer 74	-	Omuhle engaqinile 0.0567	Omuhle engaqinile 0.0424	Negative engaqinile -0.0211	Negative engaqinile -0.0255	Negative engaqinile -0.0293	Omuhle engaqinile 0.0316	Negative engaqinile -0.0150
Answer 75	-	Negative engaqinile -0.0114	Omuhle engaqinile 0.0293	Negative engaqinile -0.0083	Omuhle engaqinile 0.0021	Omuhle engaqinile 0.0082	Omuhle engaqinile 0.0611	Negative engaqinile -0.0627
Answer 76	-	Negative engaqinile -0.0035	Omuhle engaqinile 0.0596	Negative engaqinile -0.0050	Omuhle engaqinile 0.0024	Negative engaqinile -0.0077	Omuhle engaqinile 0.0342	Negative engaqinile -0.0539
Answer 77	-	Omuhle engaqinile 0.0052	Omuhle engaqinile 0.0621	Omuhle engaqinile 0.0379	Negative engaqinile -0.0461	Omuhle engaqinile 0.0017	Negative engaqinile -0.0187	Negative engaqinile -0.0133
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 78	-	Omuhle engaqinile 0.0362	Omuhle engaqinile 0.0402	Omuhle engaqinile 0.0481	Negative engaqinile -0.0695	Negative engaqinile -0.0562	Negative engaqinile -0.0126	Omuhle engaqinile 0.0453
Answer 79	-	Omuhle engaqinile 0.0103	Omuhle engaqinile 0.0592	Omuhle engaqinile 0.0082	Negative engaqinile -0.0495	Negative engaqinile -0.0270	Omuhle engaqinile 0.0176	Omuhle engaqinile 0.0110
Answer 80	-	Omuhle engaqinile 0.0205	Negative engaqinile -0.0264	Omuhle engaqinile 0.0192	Negative engaqinile -0.0751	Omuhle engaqinile 0.0114	Omuhle engaqinile 0.0051	Omuhle engaqinile 0.0415
Answer 81	-	Negative engaqinile -0.0095	Omuhle engaqinile 0.0047	Omuhle engaqinile 0.0077	Negative engaqinile -0.0476	Negative engaqinile -0.0081	Omuhle engaqinile 0.0378	Omuhle engaqinile 0.0199
Answer 82	-	Negative engaqinile -0.0357	Negative engaqinile -0.0036	Omuhle engaqinile 0.0051	Omuhle engaqinile 0.0019	Omuhle engaqinile 0.0147	Omuhle engaqinile 0.0087	Negative engaqinile -0.0059
Answer 83	-	Negative engaqinile -0.0244	Negative engaqinile -0.0598	Negative engaqinile -0.0539	Omuhle engaqinile 0.0452	Omuhle engaqinile 0.0351	Omuhle engaqinile 0.0550	Negative engaqinile -0.0250
Answer 84	-	Omuhle engaqinile 0.0058	Negative engaqinile -0.0001	Negative engaqinile -0.0149	Omuhle engaqinile 0.1443	Omuhle engaqinile 0.0139	Negative engaqinile -0.0973	Negative engaqinile -0.0622
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 85	-	Negative engaqinile -0.0206	Omuhle engaqinile 0.0058	Negative engaqinile -0.0014	Omuhle engaqinile 0.1117	Omuhle engaqinile 0.0007	Negative engaqinile -0.1256	Omuhle engaqinile 0.0067
Answer 86	-	Negative engaqinile -0.0295	Negative engaqinile -0.0471	Omuhle engaqinile 0.0342	Negative engaqinile -0.0160	Negative engaqinile -0.0302	Omuhle engaqinile 0.0612	Omuhle engaqinile 0.0109
Answer 87	-	Negative engaqinile -0.0060	Negative engaqinile -0.0032	Negative engaqinile -0.0339	Negative engaqinile -0.0472	Omuhle engaqinile 0.0225	Omuhle engaqinile 0.0587	Omuhle engaqinile 0.0093
Answer 88	-	Omuhle engaqinile 0.0523	Omuhle engaqinile 0.0134	Negative engaqinile -0.0285	Negative engaqinile -0.0612	Omuhle engaqinile 0.0112	Omuhle engaqinile 0.0263	Omuhle engaqinile 0.0111
Answer 89	-	Omuhle engaqinile 0.0454	Omuhle engaqinile 0.0180	Omuhle engaqinile 0.0385	Negative engaqinile -0.0052	Negative engaqinile -0.0367	Omuhle engaqinile 0.0003	Negative engaqinile -0.0350
Answer 90	-	Omuhle engaqinile 0.0317	Omuhle engaqinile 0.0265	Negative engaqinile -0.0218	Negative engaqinile -0.0314	Omuhle engaqinile 0.0329	Omuhle engaqinile 0.0118	Negative engaqinile -0.0265
Answer 91	-	Negative engaqinile -0.0303	Omuhle engaqinile 0.0473	Negative engaqinile -0.0040	Negative engaqinile -0.0330	Omuhle engaqinile 0.0291	Omuhle engaqinile 0.0021	Negative engaqinile -0.0034
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 92	-	Omuhle engaqinile 0.0504	Omuhle engaqinile 0.0533	Omuhle engaqinile 0.0241	Negative engaqinile -0.0914	Omuhle engaqinile 0.0121	Omuhle engaqinile 0.0329	Negative engaqinile -0.0344
Answer 93	-	Omuhle engaqinile 0.0126	Omuhle engaqinile 0.0525	Negative engaqinile -0.0006	Negative engaqinile -0.0379	Negative engaqinile -0.0097	Omuhle engaqinile 0.0065	Omuhle engaqinile 0.0001
Answer 94	-	Omuhle engaqinile 0.0473	Negative engaqinile -0.0111	Negative engaqinile -0.0090	Negative engaqinile -0.0360	Omuhle engaqinile 0.0068	Omuhle engaqinile 0.0400	Negative engaqinile -0.0185
Answer 95	-	Negative engaqinile -0.0119	Negative engaqinile -0.0136	Omuhle engaqinile 0.0307	Omuhle engaqinile 0.0073	Negative engaqinile -0.0115	Omuhle engaqinile 0.0129	Negative engaqinile -0.0165
Answer 96	-	Negative engaqinile -0.0074	Negative engaqinile -0.0232	Negative engaqinile -0.0043	Negative engaqinile -0.0010	Negative engaqinile -0.0091	Omuhle engaqinile 0.0294	Omuhle engaqinile 0.0056
Answer 97	-	Negative engaqinile -0.0561	Negative engaqinile -0.0405	Negative engaqinile -0.0116	Omuhle engaqinile 0.0450	Omuhle engaqinile 0.0052	Negative engaqinile -0.0177	Omuhle engaqinile 0.0353
Answer 98	-	Negative engaqinile -0.0320	Negative engaqinile -0.0116	Negative engaqinile -0.0185	Omuhle engaqinile 0.0961	Omuhle engaqinile 0.0040	Negative engaqinile -0.0896	Omuhle engaqinile 0.0212
3) Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 99	-	Negative engaqinile -0.0392	Negative engaqinile -0.1316	Omuhle engaqinile 0.0043	Negative engaqinile -0.0029	Negative engaqinile -0.0418	Negative engaqinile -0.0195	Omuhle engaqinile 0.1643
Answer 100	-	Negative engaqinile -0.0232	Omuhle engaqinile 0.0672	Negative engaqinile -0.0021	Omuhle engaqinile 0.0413	Omuhle engaqinile 0.0279	Omuhle engaqinile 0.0291	Negative engaqinile -0.1182
Answer 101	-	Omuhle engaqinile 0.0701	Omuhle engaqinile 0.0604	Negative engaqinile -0.0123	Negative engaqinile -0.0082	Omuhle engaqinile 0.0468	Negative engaqinile -0.0037	Negative engaqinile -0.1058
Answer 102	-	Omuhle engaqinile 0.0413	Omuhle engaqinile 0.0623	Negative engaqinile -0.0095	Negative engaqinile -0.0449	Omuhle engaqinile 0.0002	Negative engaqinile -0.0035	Negative engaqinile -0.0094
Answer 103	-	Omuhle engaqinile 0.0046	Omuhle engaqinile 0.0639	Omuhle engaqinile 0.0208	Negative engaqinile -0.0117	Negative engaqinile -0.0187	Omuhle engaqinile 0.0136	Negative engaqinile -0.0429
Answer 104	-	Omuhle engaqinile 0.0240	Omuhle engaqinile 0.0081	Negative engaqinile -0.0307	Negative engaqinile -0.0100	Omuhle engaqinile 0.0278	Omuhle engaqinile 0.0220	Negative engaqinile -0.0274
Answer 105	-	Omuhle engaqinile 0.0231	Omuhle engaqinile 0.0422	Omuhle engaqinile 0.0309	Negative engaqinile -0.0362	Negative engaqinile -0.0221	Negative engaqinile -0.0326	Omuhle engaqinile 0.0133
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 106	-	Negative engaqinile -0.0022	Negative engaqinile -7.56E-5	Omuhle engaqinile 0.0184	Omuhle engaqinile 0.0303	Negative engaqinile -0.0233	Negative engaqinile -0.0060	Negative engaqinile -0.0165
Answer 107	-	Omuhle engaqinile 0.0133	Omuhle engaqinile 0.0248	Negative engaqinile -0.0067	Omuhle engaqinile 0.0228	Omuhle engaqinile 0.0268	Negative engaqinile -0.0326	Negative engaqinile -0.0389
Answer 108	-	Omuhle engaqinile 0.0290	Omuhle engaqinile 0.1174	Negative engaqinile -0.0152	Negative engaqinile -0.0350	Omuhle engaqinile 0.0172	Negative engaqinile -0.0085	Negative engaqinile -0.0531
Answer 109	-	Omuhle engaqinile 0.1178	Omuhle engaqinile 0.0399	Negative engaqinile -0.0361	Negative engaqinile -0.0251	Negative engaqinile -0.0087	Negative engaqinile -0.0045	Negative engaqinile -0.0341
Answer 110	-	Omuhle engaqinile 0.0514	Omuhle engaqinile 0.0876	Negative engaqinile -0.0147	Omuhle engaqinile 0.0200	Negative engaqinile -0.0041	Omuhle engaqinile 0.0315	Negative engaqinile -0.1176
Answer 111	-	Negative engaqinile -0.0110	Omuhle engaqinile 0.0518	Negative engaqinile -0.0254	Omuhle engaqinile 0.0164	Omuhle engaqinile 0.0200	Omuhle engaqinile 0.0896	Negative engaqinile -0.1135
Answer 112	-	Negative engaqinile -0.0787	Negative engaqinile -0.1408	Omuhle engaqinile 0.0371	Negative engaqinile -0.0240	Negative engaqinile -0.0115	Negative engaqinile -0.0563	Omuhle engaqinile 0.1887
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 113	-	Omuhle engaqinile 0.0565	Omuhle engaqinile 0.0558	Omuhle engaqinile 0.0246	Negative engaqinile -0.0368	Negative engaqinile -0.0094	Negative engaqinile -0.0296	Negative engaqinile -0.0208
Answer 114	-	Omuhle engaqinile 0.0223	Omuhle engaqinile 0.0445	Omuhle engaqinile 0.0200	Negative engaqinile -0.0307	Negative engaqinile -0.0111	Negative engaqinile -0.0169	Negative engaqinile -0.0046
Answer 115	-	Omuhle engaqinile 0.0139	Omuhle engaqinile 0.0867	Omuhle engaqinile 0.0011	Negative engaqinile -0.0277	Omuhle engaqinile 0.0122	Omuhle engaqinile 0.0255	Negative engaqinile -0.0725
Answer 116	-	Omuhle engaqinile 0.1102	Omuhle engaqinile 0.0248	Negative engaqinile -0.0155	Negative engaqinile -0.0196	Omuhle engaqinile 0.0252	Negative engaqinile -0.0385	Negative engaqinile -0.0444
Answer 117	-	Omuhle engaqinile 0.0668	Omuhle engaqinile 0.0588	Negative engaqinile -0.0225	Negative engaqinile -0.0187	Omuhle engaqinile 0.0208	Omuhle engaqinile 0.0008	Negative engaqinile -0.0619
Answer 118	-	Negative engaqinile -0.0077	Negative engaqinile -0.0169	Negative engaqinile -0.0223	Negative engaqinile -0.0548	Omuhle engaqinile 0.0275	Omuhle engaqinile 0.0721	Omuhle engaqinile 0.0028
Answer 119	-	Negative engaqinile -0.1141	Negative engaqinile -0.1012	Omuhle engaqinile 0.0186	Omuhle engaqinile 0.0949	Negative engaqinile -0.0407	Negative engaqinile -0.0293	Omuhle engaqinile 0.0898
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 120	-	Negative engaqinile -0.0591	Negative engaqinile -0.0675	Negative engaqinile -0.0156	Negative engaqinile -0.0168	Negative engaqinile -0.0272	Negative engaqinile -0.0156	Omuhle engaqinile 0.1471
Answer 121	-	Negative engaqinile -0.0153	Omuhle engaqinile 0.0179	Negative engaqinile -0.0214	Omuhle engaqinile 0.0460	Omuhle engaqinile 0.0107	Omuhle engaqinile 0.0232	Negative engaqinile -0.0570
Answer 122	-	Omuhle engaqinile 0.0252	Omuhle engaqinile 0.0337	Negative engaqinile -0.0126	Omuhle engaqinile 0.0030	Omuhle engaqinile 0.0764	Omuhle engaqinile 0.0091	Negative engaqinile -0.1103
Answer 123	-	Omuhle engaqinile 0.0782	Omuhle engaqinile 0.0456	Omuhle engaqinile 0.0111	Negative engaqinile -0.0124	Negative engaqinile -0.0211	Negative engaqinile -0.0101	Negative engaqinile -0.0449
Answer 124	-	Omuhle engaqinile 0.0264	Omuhle engaqinile 0.0250	Omuhle engaqinile 0.0443	Negative engaqinile -0.0292	Omuhle engaqinile 0.0006	Negative engaqinile -0.0104	Negative engaqinile -0.0339
Answer 125	-	Omuhle engaqinile 0.0313	Omuhle engaqinile 0.0463	Omuhle engaqinile 0.0427	Negative engaqinile -0.0107	Negative engaqinile -0.0513	Omuhle engaqinile 0.0362	Negative engaqinile -0.0552
Answer 126	-	Omuhle engaqinile 0.0604	Negative engaqinile -0.0006	Omuhle engaqinile 0.0656	Negative engaqinile -0.0438	Negative engaqinile -0.0053	Negative engaqinile -0.0465	Negative engaqinile -0.0065
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 127	-	Omuhle engaqinile 0.0576	Omuhle engaqinile 0.0913	Omuhle engaqinile 0.0478	Negative engaqinile -0.0364	Negative engaqinile -0.0141	Negative engaqinile -0.0217	Negative engaqinile -0.0659
Answer 128	-	Omuhle engaqinile 0.0246	Omuhle engaqinile 0.0084	Omuhle engaqinile 0.0532	Omuhle engaqinile 0.0089	Negative engaqinile -0.0232	Negative engaqinile -0.0421	Negative engaqinile -0.0152
Answer 129	-	Omuhle engaqinile 0.0518	Omuhle engaqinile 0.0635	Negative engaqinile -0.0070	Omuhle engaqinile 0.0185	Omuhle engaqinile 0.0475	Omuhle engaqinile 0.0260	Negative engaqinile -0.1505
Answer 130	-	Omuhle engaqinile 0.0292	Omuhle engaqinile 0.0213	Negative engaqinile -0.0158	Negative engaqinile -0.0390	Omuhle engaqinile 0.0071	Omuhle engaqinile 0.0351	Negative engaqinile -0.0206
Answer 131	-	Omuhle engaqinile 0.0519	Omuhle engaqinile 0.0154	Negative engaqinile -0.0542	Negative engaqinile -0.0069	Omuhle engaqinile 0.0107	Omuhle engaqinile 0.0485	Negative engaqinile -0.0408
Answer 132	-	Negative engaqinile -0.0567	Negative engaqinile -0.0786	Omuhle engaqinile 0.0068	Negative engaqinile -0.0045	Omuhle engaqinile 0.0291	Omuhle engaqinile 0.0112	Omuhle engaqinile 0.0500
Answer 133	-	Negative engaqinile -0.0905	Negative engaqinile -0.0579	Negative engaqinile -0.0168	Omuhle engaqinile 0.0352	Negative engaqinile -0.0524	Negative engaqinile -0.0462	Omuhle engaqinile 0.1589
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 134	-	Omuhle engaqinile 0.0298	Omuhle engaqinile 0.0274	Omuhle engaqinile 0.0016	Negative engaqinile -0.0239	Negative engaqinile -0.0054	Negative engaqinile -0.0064	Negative engaqinile -0.0068
Answer 135	-	Omuhle engaqinile 0.0616	Omuhle engaqinile 0.0851	Negative engaqinile -0.0075	Negative engaqinile -0.0098	Omuhle engaqinile 0.0236	Negative engaqinile -0.0235	Negative engaqinile -0.0750
Answer 136	-	Omuhle engaqinile 0.0204	Omuhle engaqinile 0.0381	Omuhle engaqinile 0.0052	Omuhle engaqinile 0.0160	Negative engaqinile -0.0134	Omuhle engaqinile 0.0209	Negative engaqinile -0.0621
Answer 137	-	Omuhle engaqinile 0.0625	Omuhle engaqinile 0.0496	Negative engaqinile -0.0061	Negative engaqinile -0.0188	Negative engaqinile -0.0066	Negative engaqinile -0.0161	Negative engaqinile -0.0266
Answer 138	-	Omuhle engaqinile 0.0196	Omuhle engaqinile 0.0088	Omuhle engaqinile 0.0185	Negative engaqinile -0.0144	Negative engaqinile -0.0428	Omuhle engaqinile 0.0466	Negative engaqinile -0.0202
Answer 139	-	Negative engaqinile -0.0546	Negative engaqinile -0.0389	Negative engaqinile -0.0588	Omuhle engaqinile 0.0351	Omuhle engaqinile 0.0440	Omuhle engaqinile 0.1062	Negative engaqinile -0.0564
Answer 140	-	Negative engaqinile -0.0494	Negative engaqinile -0.0662	Omuhle engaqinile 0.0374	Negative engaqinile -0.0004	Negative engaqinile -0.0104	Negative engaqinile -0.0896	Omuhle engaqinile 0.1272
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 141	-	Negative engaqinile -0.0749	Negative engaqinile -0.0702	Omuhle engaqinile 0.0315	Negative engaqinile -0.0359	Negative engaqinile -0.0168	Negative engaqinile -0.0479	Omuhle engaqinile 0.1583
Answer 142	-	Omuhle engaqinile 0.0012	Negative engaqinile -0.0146	Negative engaqinile -7.15E-5	Omuhle engaqinile 0.0186	Negative engaqinile -0.0002	Omuhle engaqinile 0.0250	Negative engaqinile -0.0309
Answer 143	-	Omuhle engaqinile 0.0488	Omuhle engaqinile 0.0691	Negative engaqinile -0.0426	Omuhle engaqinile 0.0483	Negative engaqinile -0.0021	Omuhle engaqinile 0.0456	Negative engaqinile -0.1232
Answer 144	-	Omuhle engaqinile 0.0594	Omuhle engaqinile 0.0300	Negative engaqinile -0.0070	Negative engaqinile -0.0138	Omuhle engaqinile 0.0103	Omuhle engaqinile 0.0061	Negative engaqinile -0.0527
Answer 145	-	Omuhle engaqinile 0.0128	Omuhle engaqinile 0.0101	Omuhle engaqinile 0.0081	Omuhle engaqinile 0.0402	Omuhle engaqinile 0.0160	Omuhle engaqinile 0.0167	Negative engaqinile -0.0908
Answer 146	-	Omuhle engaqinile 0.0146	Omuhle engaqinile 0.0611	Negative engaqinile -0.0307	Negative engaqinile -0.0290	Omuhle engaqinile 0.0496	Negative engaqinile -0.0036	Negative engaqinile -0.0401
Answer 147	-	Omuhle engaqinile 0.0532	Omuhle engaqinile 0.0392	Omuhle engaqinile 0.0099	Negative engaqinile -0.0165	Negative engaqinile -0.0199	Negative engaqinile -0.0221	Negative engaqinile -0.0120
4) Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 148	-	Omuhle engaqinile 0.0169	Negative engaqinile -0.0776	Negative engaqinile -0.0056	Omuhle engaqinile 0.0102	Omuhle engaqinile 0.0188	Negative engaqinile -0.0627	Omuhle engaqinile 0.0687
Answer 149	-	Negative engaqinile -0.0650	Negative engaqinile -0.0825	Negative engaqinile -0.0368	Negative engaqinile -0.0020	Omuhle engaqinile 0.0760	Omuhle engaqinile 0.0206	Omuhle engaqinile 0.0369
Answer 150	-	Negative engaqinile -0.0287	Omuhle engaqinile 0.0633	Omuhle engaqinile 0.0131	Omuhle engaqinile 0.0118	Negative engaqinile -0.0089	Omuhle engaqinile 0.0367	Negative engaqinile -0.0683
Answer 151	-	Omuhle engaqinile 0.0764	Omuhle engaqinile 0.0772	Negative engaqinile -0.0294	Negative engaqinile -0.0073	Negative engaqinile -0.0544	Omuhle engaqinile 0.0158	Negative engaqinile -0.0241
Answer 152	-	Omuhle engaqinile 0.0415	Omuhle engaqinile 0.0807	Omuhle engaqinile 0.0458	Negative engaqinile -0.0186	Negative engaqinile -0.0581	Omuhle engaqinile 0.0361	Negative engaqinile -0.0763
Answer 153	-	Omuhle engaqinile 0.0361	Omuhle engaqinile 0.0560	Omuhle engaqinile 0.0717	Negative engaqinile -0.0214	Negative engaqinile -0.0810	Negative engaqinile -0.0092	Negative engaqinile -0.0141
Answer 154	-	Omuhle engaqinile 0.0018	Omuhle engaqinile 0.0983	Omuhle engaqinile 0.0376	Omuhle engaqinile 0.0030	Negative engaqinile -0.0472	Negative engaqinile -0.0153	Negative engaqinile -0.0377
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 155	-	Omuhle engaqinile 0.0378	Negative engaqinile -0.0379	Omuhle engaqinile 0.0296	Omuhle engaqinile 0.0159	Omuhle engaqinile 0.0360	Negative engaqinile -0.1012	Omuhle engaqinile 0.0076
Answer 156	-	Negative engaqinile -0.0292	Negative engaqinile -0.0531	Negative engaqinile -0.0427	Negative engaqinile -0.0005	Omuhle engaqinile 0.0498	Omuhle engaqinile 0.0192	Omuhle engaqinile 0.0308
Answer 157	-	Omuhle engaqinile 0.0041	Negative engaqinile -0.0321	Negative engaqinile -0.0335	Negative engaqinile -0.0072	Omuhle engaqinile 0.0162	Omuhle engaqinile 0.0525	Negative engaqinile -0.0077
Answer 158	-	Omuhle engaqinile 0.0015	Omuhle engaqinile 0.0406	Omuhle engaqinile 0.0043	Negative engaqinile -0.0137	Negative engaqinile -0.0544	Omuhle engaqinile 0.0425	Negative engaqinile -0.0007
Answer 159	-	Omuhle engaqinile 0.0108	Omuhle engaqinile 0.0775	Omuhle engaqinile 0.0336	Negative engaqinile -0.0079	Negative engaqinile -0.0471	Omuhle engaqinile 0.0137	Negative engaqinile -0.0470
Answer 160	-	Negative engaqinile -0.0166	Omuhle engaqinile 0.0925	Omuhle engaqinile 0.0301	Omuhle engaqinile 0.0205	Negative engaqinile -0.0786	Negative engaqinile -0.0059	Negative engaqinile -0.0153
Answer 161	-	Negative engaqinile -0.0354	Omuhle engaqinile 0.0451	Omuhle engaqinile 0.0336	Negative engaqinile -0.0163	Negative engaqinile -0.0247	Omuhle engaqinile 0.0139	Negative engaqinile -0.0059
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 162	-	Omuhle engaqinile 0.0355	Omuhle engaqinile 0.0693	Omuhle engaqinile 0.0374	Omuhle engaqinile 0.0017	Negative engaqinile -0.0525	Negative engaqinile -0.0375	Negative engaqinile -0.0150
Answer 163	-	Omuhle engaqinile 0.0263	Omuhle engaqinile 0.0975	Omuhle engaqinile 0.0282	Omuhle engaqinile 0.0029	Negative engaqinile -0.0434	Negative engaqinile -0.0029	Negative engaqinile -0.0587
Answer 164	-	Negative engaqinile -0.0104	Omuhle engaqinile 0.0193	Negative engaqinile -0.0015	Omuhle engaqinile 0.0232	Omuhle engaqinile 0.0236	Omuhle engaqinile 0.0131	Negative engaqinile -0.0613
Answer 165	-	Omuhle engaqinile 0.0387	Negative engaqinile -0.0014	Negative engaqinile -0.0008	Negative engaqinile -0.0450	Omuhle engaqinile 0.0033	Omuhle engaqinile 0.0047	Omuhle engaqinile 0.0106
Answer 166	-	Negative engaqinile -0.0120	Negative engaqinile -0.0053	Negative engaqinile -0.0301	Negative engaqinile -0.0160	Omuhle engaqinile 0.0285	Omuhle engaqinile 0.0583	Negative engaqinile -0.0254
Answer 167	-	Negative engaqinile -0.0033	Negative engaqinile -0.0462	Omuhle engaqinile 0.0122	Negative engaqinile -0.0341	Omuhle engaqinile 0.0067	Omuhle engaqinile 0.0197	Omuhle engaqinile 0.0297
Answer 168	-	Negative engaqinile -0.0500	Negative engaqinile -0.0921	Negative engaqinile -0.0358	Omuhle engaqinile 0.0485	Omuhle engaqinile 0.0245	Negative engaqinile -0.0424	Omuhle engaqinile 0.0857
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 169	-	Omuhle engaqinile 0.0232	Omuhle engaqinile 0.0944	Omuhle engaqinile 0.0205	Negative engaqinile -0.0747	Negative engaqinile -0.0106	Negative engaqinile -0.0101	Omuhle engaqinile 0.0022
Answer 170	-	Omuhle engaqinile 0.0402	Negative engaqinile -0.0030	Omuhle engaqinile 0.0091	Negative engaqinile -0.0827	Omuhle engaqinile 0.0148	Negative engaqinile -0.0055	Omuhle engaqinile 0.0413
Answer 171	-	Omuhle engaqinile 0.0243	Omuhle engaqinile 0.0389	Negative engaqinile -0.0092	Negative engaqinile -0.0763	Omuhle engaqinile 0.0210	Omuhle engaqinile 0.0475	Negative engaqinile -0.0153
Answer 172	-	Omuhle engaqinile 0.0621	Negative engaqinile -0.0113	Omuhle engaqinile 0.0098	Negative engaqinile -0.0663	Negative engaqinile -0.0013	Omuhle engaqinile 0.0050	Omuhle engaqinile 0.0166
Answer 173	-	Omuhle engaqinile 0.0054	Negative engaqinile -0.0242	Negative engaqinile -0.0248	Omuhle engaqinile 0.0227	Omuhle engaqinile 0.0137	Omuhle engaqinile 0.0154	Negative engaqinile -0.0172
Answer 174	-	Omuhle engaqinile 0.0044	Negative engaqinile -0.0168	Negative engaqinile -0.0213	Omuhle engaqinile 0.0183	Negative engaqinile -0.0308	Omuhle engaqinile 0.0492	Negative engaqinile -0.0054
Answer 175	-	Negative engaqinile -0.0997	Negative engaqinile -0.0379	Omuhle engaqinile 0.0154	Omuhle engaqinile 0.1545	Omuhle engaqinile 0.0008	Negative engaqinile -0.0745	Negative engaqinile -0.0133
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 176	-	Omuhle engaqinile 0.0049	Negative engaqinile -0.0558	Negative engaqinile -0.0167	Omuhle engaqinile 0.0236	Omuhle engaqinile 0.0693	Negative engaqinile -0.0437	Negative engaqinile -0.0044
Answer 177	-	Negative engaqinile -0.0221	Negative engaqinile -0.0369	Omuhle engaqinile 0.0137	Omuhle engaqinile 0.0101	Negative engaqinile -0.0248	Omuhle engaqinile 0.0390	Omuhle engaqinile 0.0055
Answer 178	-	Negative engaqinile -0.0080	Omuhle engaqinile 0.0432	Negative engaqinile -0.0134	Negative engaqinile -0.0203	Negative engaqinile -0.0245	Omuhle engaqinile 0.0566	Negative engaqinile -0.0182
Answer 179	-	Omuhle engaqinile 0.0297	Omuhle engaqinile 0.0465	Negative engaqinile -0.0013	Negative engaqinile -0.0018	Negative engaqinile -0.0514	Negative engaqinile -0.0161	Omuhle engaqinile 0.0144
Answer 180	-	Omuhle engaqinile 0.0202	Omuhle engaqinile 0.0043	Negative engaqinile -0.0144	Negative engaqinile -0.0390	Omuhle engaqinile 0.0278	Negative engaqinile -0.0080	Omuhle engaqinile 0.0200
Answer 181	-	Negative engaqinile -0.0137	Omuhle engaqinile 0.0987	Omuhle engaqinile 0.0116	Omuhle engaqinile 0.0269	Omuhle engaqinile 0.0056	Negative engaqinile -0.0482	Negative engaqinile -0.0519
Answer 182	-	Omuhle engaqinile 0.0102	Omuhle engaqinile 0.0185	Omuhle engaqinile 0.0451	Negative engaqinile -0.0519	Negative engaqinile -0.0569	Omuhle engaqinile 0.0040	Omuhle engaqinile 0.0455
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 183	-	Omuhle engaqinile 0.0673	Omuhle engaqinile 0.0816	Omuhle engaqinile 0.0041	Negative engaqinile -0.0392	Omuhle engaqinile 0.0407	Negative engaqinile -0.0420	Negative engaqinile -0.0614
Answer 184	-	Omuhle engaqinile 0.0090	Omuhle engaqinile 0.0218	Omuhle engaqinile 0.0225	Negative engaqinile -0.0507	Negative engaqinile -0.0085	Omuhle engaqinile 0.0512	Negative engaqinile -0.0238
Answer 185	-	Omuhle engaqinile 0.0210	Negative engaqinile -0.0314	Negative engaqinile -0.0503	Omuhle engaqinile 0.0111	Negative engaqinile -0.0230	Omuhle engaqinile 0.0670	Negative engaqinile -0.0007
Answer 186	-	Omuhle engaqinile 0.0030	Omuhle engaqinile 0.0448	Omuhle engaqinile 0.0030	Negative engaqinile -0.0210	Negative engaqinile -0.0478	Omuhle engaqinile 0.0154	Omuhle engaqinile 0.0218
Answer 187	-	Negative engaqinile -0.0038	Negative engaqinile -0.0060	Omuhle engaqinile 0.0088	Negative engaqinile -0.0311	Omuhle engaqinile 0.0079	Omuhle engaqinile 0.0595	Negative engaqinile -0.0255
Answer 188	-	Negative engaqinile -0.0054	Negative engaqinile -0.0334	Omuhle engaqinile 0.0034	Omuhle engaqinile 0.0214	Omuhle engaqinile 0.0255	Negative engaqinile -0.0230	Negative engaqinile -0.0045
Answer 189	-	Negative engaqinile -0.0661	Negative engaqinile -0.0516	Omuhle engaqinile 0.0069	Omuhle engaqinile 0.0712	Negative engaqinile -0.0006	Negative engaqinile -0.0790	Omuhle engaqinile 0.0661
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 190	-	Omuhle engaqinile 0.0102	Negative engaqinile -0.0702	Negative engaqinile -0.0289	Omuhle engaqinile 0.0255	Omuhle engaqinile 0.0690	Negative engaqinile -0.0654	Omuhle engaqinile 0.0287
Answer 191	-	Negative engaqinile -0.0379	Negative engaqinile -0.0082	Omuhle engaqinile 0.0076	Omuhle engaqinile 0.0065	Negative engaqinile -0.0169	Omuhle engaqinile 0.0679	Negative engaqinile -0.0283
Answer 192	-	Negative engaqinile -0.0286	Omuhle engaqinile 0.0277	Omuhle engaqinile 0.0257	Negative engaqinile -0.0127	Negative engaqinile -0.0346	Omuhle engaqinile 0.0425	Negative engaqinile -0.0112
Answer 193	-	Omuhle engaqinile 0.0647	Omuhle engaqinile 0.0780	Omuhle engaqinile 0.0057	Negative engaqinile -0.0132	Negative engaqinile -0.0582	Negative engaqinile -0.0117	Negative engaqinile -0.0141
Answer 194	-	Omuhle engaqinile 0.0041	Omuhle engaqinile 0.0341	Negative engaqinile -0.0297	Negative engaqinile -0.0141	Negative engaqinile -0.0054	Omuhle engaqinile 0.0330	Negative engaqinile -0.0080
Answer 195	-	Omuhle engaqinile 0.0221	Omuhle engaqinile 0.0369	Omuhle engaqinile 0.0078	Negative engaqinile -0.0092	Negative engaqinile -0.0058	Negative engaqinile -0.0478	Omuhle engaqinile 0.0111
Answer 196	-	Omuhle engaqinile 0.0042	Omuhle engaqinile 0.0175	Omuhle engaqinile 0.0502	Negative engaqinile -0.0439	Negative engaqinile -0.0226	Negative engaqinile -0.0268	Omuhle engaqinile 0.0295
5) Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 197	-	Negative engaqinile -0.0430	Negative engaqinile -0.0413	Omuhle engaqinile 0.0328	Omuhle engaqinile 0.1833	Negative engaqinile -0.0612	Negative engaqinile -0.1331	Omuhle engaqinile 0.0128
Answer 198	-	Negative engaqinile -0.0023	Omuhle engaqinile 0.0021	Negative engaqinile -0.0363	Negative engaqinile -0.0425	Omuhle engaqinile 0.0173	Omuhle engaqinile 0.0682	Negative engaqinile -0.0010
Answer 199	-	Omuhle engaqinile 0.0177	Negative engaqinile -0.0213	Omuhle engaqinile 0.0184	Negative engaqinile -0.1199	Omuhle engaqinile 0.0788	Omuhle engaqinile 0.0557	Negative engaqinile -0.0171
Answer 200	-	Omuhle engaqinile 0.0581	Omuhle engaqinile 0.0574	Negative engaqinile -0.0340	Negative engaqinile -0.0839	Negative engaqinile -0.0119	Omuhle engaqinile 0.0382	Omuhle engaqinile 0.0209
Answer 201	-	Omuhle engaqinile 0.0074	Omuhle engaqinile 0.0023	Omuhle engaqinile 0.0135	Negative engaqinile -0.0449	Negative engaqinile -0.0151	Omuhle engaqinile 0.0443	Omuhle engaqinile 0.0049
Answer 202	-	Negative engaqinile -0.0081	Omuhle engaqinile 0.0101	Negative engaqinile -0.0193	Negative engaqinile -0.0124	Omuhle engaqinile 0.0348	Omuhle engaqinile 0.0125	Negative engaqinile -0.0172
Answer 203	-	Omuhle engaqinile 0.0319	Omuhle engaqinile 0.1141	Omuhle engaqinile 0.0153	Negative engaqinile -0.0525	Negative engaqinile -0.0188	Omuhle engaqinile 0.0039	Negative engaqinile -0.0363
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 204	-	Omuhle engaqinile 0.0748	Omuhle engaqinile 0.0514	Negative engaqinile -0.0148	Negative engaqinile -0.1137	Omuhle engaqinile 0.0174	Omuhle engaqinile 0.0015	Omuhle engaqinile 0.0258
Answer 205	-	Omuhle engaqinile 0.0737	Omuhle engaqinile 0.0400	Negative engaqinile -0.0170	Negative engaqinile -0.1653	Omuhle engaqinile 0.0267	Omuhle engaqinile 0.0032	Omuhle engaqinile 0.0789
Answer 206	-	Negative engaqinile -0.0058	Negative engaqinile -0.0235	Negative engaqinile -0.0131	Negative engaqinile -0.0557	Omuhle engaqinile 0.0341	Omuhle engaqinile 0.0320	Omuhle engaqinile 0.0249
Answer 207	-	Omuhle engaqinile 0.0150	Omuhle engaqinile 0.0106	Negative engaqinile -0.0056	Negative engaqinile -0.0339	Negative engaqinile -0.0270	Omuhle engaqinile 0.0019	Omuhle engaqinile 0.0452
Answer 208	-	Negative engaqinile -0.0042	Negative engaqinile -0.0111	Negative engaqinile -0.0203	Omuhle engaqinile 0.0139	Omuhle engaqinile 0.0080	Omuhle engaqinile 0.0544	Negative engaqinile -0.0416
Answer 209	-	Negative engaqinile -0.0455	Negative engaqinile -0.0827	Omuhle engaqinile 0.0018	Omuhle engaqinile 0.0377	Omuhle engaqinile 0.0081	Omuhle engaqinile 0.0402	Omuhle engaqinile 0.0006
Answer 210	-	Negative engaqinile -0.0460	Omuhle engaqinile 0.0386	Omuhle engaqinile 0.0438	Omuhle engaqinile 0.1774	Negative engaqinile -0.0449	Negative engaqinile -0.1001	Negative engaqinile -0.0788
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 211	-	Negative engaqinile -0.0374	Negative engaqinile -0.0537	Omuhle engaqinile 0.0759	Omuhle engaqinile 0.0992	Negative engaqinile -0.0512	Negative engaqinile -0.1335	Omuhle engaqinile 0.0555
Answer 212	-	Negative engaqinile -0.0441	Negative engaqinile -0.0089	Negative engaqinile -0.0221	Omuhle engaqinile 0.0259	Negative engaqinile -0.0180	Omuhle engaqinile 0.0444	Omuhle engaqinile 0.0051
Answer 213	-	Omuhle engaqinile 0.0232	Omuhle engaqinile 0.0065	Negative engaqinile -0.0222	Negative engaqinile -0.0841	Omuhle engaqinile 0.0408	Omuhle engaqinile 0.0438	Omuhle engaqinile 0.0075
Answer 214	-	Omuhle engaqinile 0.0532	Omuhle engaqinile 0.0546	Negative engaqinile -0.0658	Negative engaqinile -0.0247	Omuhle engaqinile 0.0241	Omuhle engaqinile 0.0064	Negative engaqinile -0.0133
Answer 215	-	Omuhle engaqinile 0.0446	Omuhle engaqinile 0.0308	Negative engaqinile -0.0042	Negative engaqinile -0.0464	Omuhle engaqinile 0.0268	Omuhle engaqinile 0.0512	Negative engaqinile -0.0669
Answer 216	-	Omuhle engaqinile 0.0122	Omuhle engaqinile 0.0143	Omuhle engaqinile 0.0029	Negative engaqinile -0.0165	Omuhle engaqinile 0.0179	Omuhle engaqinile 0.0456	Negative engaqinile -0.0579
Answer 217	-	Omuhle engaqinile 0.0253	Omuhle engaqinile 0.0245	Negative engaqinile -0.0112	Negative engaqinile -0.0666	Omuhle engaqinile 0.0212	Omuhle engaqinile 0.0511	Negative engaqinile -0.0194
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 218	-	Negative engaqinile -0.0611	Negative engaqinile -0.0559	Omuhle engaqinile 0.0923	Omuhle engaqinile 0.1296	Negative engaqinile -0.0523	Negative engaqinile -0.0881	Negative engaqinile -0.0116
Answer 219	-	Negative engaqinile -0.0193	Omuhle engaqinile 0.0274	Negative engaqinile -0.0453	Negative engaqinile -0.0200	Negative engaqinile -0.0035	Omuhle engaqinile 0.0312	Omuhle engaqinile 0.0320
Answer 220	-	Omuhle engaqinile 0.0004	Omuhle engaqinile 0.0073	Negative engaqinile -0.0023	Negative engaqinile -0.0030	Negative engaqinile -0.0068	Omuhle engaqinile 0.0318	Negative engaqinile -0.0229
Answer 221	-	Omuhle engaqinile 0.0616	Omuhle engaqinile 0.0250	Negative engaqinile -0.0374	Negative engaqinile -0.0719	Omuhle engaqinile 0.0363	Omuhle engaqinile 0.0069	Omuhle engaqinile 0.0109
Answer 222	-	Omuhle engaqinile 0.0451	Omuhle engaqinile 0.0077	Omuhle engaqinile 0.0060	Negative engaqinile -0.0953	Omuhle engaqinile 0.0400	Omuhle engaqinile 0.0476	Negative engaqinile -0.0220
Answer 223	-	Omuhle engaqinile 0.0074	Negative engaqinile -0.0155	Negative engaqinile -0.0399	Negative engaqinile -0.0027	Omuhle engaqinile 0.0333	Omuhle engaqinile 0.0281	Negative engaqinile -0.0121
Answer 224	-	Omuhle engaqinile 0.0238	Omuhle engaqinile 0.0347	Negative engaqinile -0.0300	Negative engaqinile -0.0292	Negative engaqinile -0.0003	Negative engaqinile -0.0051	Omuhle engaqinile 0.0231
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 225	-	Omuhle engaqinile 0.0468	Omuhle engaqinile 0.0791	Omuhle engaqinile 0.0134	Negative engaqinile -0.0597	Omuhle engaqinile 0.0018	Negative engaqinile -0.0014	Negative engaqinile -0.0315
Answer 226	-	Omuhle engaqinile 0.0868	Omuhle engaqinile 0.0333	Omuhle engaqinile 0.0013	Negative engaqinile -0.0491	Omuhle engaqinile 0.0412	Negative engaqinile -0.0122	Negative engaqinile -0.0569
Answer 227	-	Negative engaqinile -0.0317	Negative engaqinile -0.0026	Negative engaqinile -0.0354	Negative engaqinile -0.0308	Omuhle engaqinile 0.0380	Omuhle engaqinile 0.0510	Omuhle engaqinile 0.0008
Answer 228	-	Omuhle engaqinile 0.0056	Omuhle engaqinile 0.0400	Negative engaqinile -0.0003	Negative engaqinile -0.0100	Negative engaqinile -0.0256	Omuhle engaqinile 0.0359	Negative engaqinile -0.0226
Answer 229	-	Omuhle engaqinile 0.0074	Negative engaqinile -0.0133	Negative engaqinile -0.0136	Negative engaqinile -0.0153	Negative engaqinile -0.0368	Omuhle engaqinile 0.0393	Omuhle engaqinile 0.0325
Answer 230	-	Negative engaqinile -0.0248	Negative engaqinile -0.0493	Negative engaqinile -0.0096	Omuhle engaqinile 0.0337	Omuhle engaqinile 0.0209	Omuhle engaqinile 0.0320	Negative engaqinile -0.0262
Answer 231	-	Negative engaqinile -0.0533	Negative engaqinile -0.0413	Omuhle engaqinile 0.0332	Omuhle engaqinile 0.0780	Negative engaqinile -0.0368	Negative engaqinile -0.1002	Omuhle engaqinile 0.0744
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 232	-	Omuhle engaqinile 0.0205	Omuhle engaqinile 0.0297	Omuhle engaqinile 0.0210	Negative engaqinile -0.0268	Negative engaqinile -0.0138	Negative engaqinile -0.0073	Negative engaqinile -0.0051
Answer 233	-	Omuhle engaqinile 8.83E-5	Omuhle engaqinile 0.0329	Omuhle engaqinile 0.0084	Negative engaqinile -0.0009	Negative engaqinile -0.0256	Negative engaqinile -0.0119	Omuhle engaqinile 0.0117
Answer 234	-	Omuhle engaqinile 0.0149	Negative engaqinile -0.0500	Omuhle engaqinile 0.0131	Negative engaqinile -0.0388	Negative engaqinile -0.0157	Negative engaqinile -0.0168	Omuhle engaqinile 0.0766
Answer 235	-	Omuhle engaqinile 0.0175	Omuhle engaqinile 0.0664	Omuhle engaqinile 0.0334	Negative engaqinile -0.0089	Negative engaqinile -0.0102	Negative engaqinile -0.0367	Negative engaqinile -0.0331
Answer 236	-	Negative engaqinile -0.0263	Omuhle engaqinile 0.0452	Negative engaqinile -0.0465	Negative engaqinile -0.0072	Omuhle engaqinile 0.0152	Omuhle engaqinile 0.0569	Negative engaqinile -0.0291
Answer 237	-	Negative engaqinile -0.0414	Negative engaqinile -0.0381	Negative engaqinile -0.0407	Omuhle engaqinile 0.0252	Omuhle engaqinile 0.0578	Omuhle engaqinile 0.0239	Negative engaqinile -0.0164
Answer 238	-	Omuhle engaqinile 0.0171	Negative engaqinile -0.0397	Omuhle engaqinile 0.0141	Omuhle engaqinile 0.0228	Negative engaqinile -0.0167	Negative engaqinile -0.0073	Omuhle engaqinile 0.0035
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 239	-	Negative engaqinile -0.0031	Omuhle engaqinile 0.0873	Omuhle engaqinile 0.0382	Negative engaqinile -0.0087	Negative engaqinile -0.0048	Negative engaqinile -0.0114	Negative engaqinile -0.0622
Answer 240	-	Omuhle engaqinile 0.0897	Negative engaqinile -0.0078	Omuhle engaqinile 0.0207	Negative engaqinile -0.0210	Negative engaqinile -0.0262	Omuhle engaqinile 0.0265	Negative engaqinile -0.0468
Answer 241	-	Negative engaqinile -0.0101	Omuhle engaqinile 0.0236	Negative engaqinile -0.0264	Negative engaqinile -0.0023	Omuhle engaqinile 0.0492	Omuhle engaqinile 0.0433	Negative engaqinile -0.0677
Answer 242	-	Omuhle engaqinile 0.0328	Omuhle engaqinile 0.0393	Negative engaqinile -0.0365	Negative engaqinile -0.0251	Negative engaqinile -0.0601	Omuhle engaqinile 0.0338	Omuhle engaqinile 0.0410
Answer 243	-	Negative engaqinile -0.0400	Negative engaqinile -0.0027	Negative engaqinile -0.0396	Omuhle engaqinile 0.0326	Omuhle engaqinile 0.0290	Omuhle engaqinile 0.0078	Negative engaqinile -0.0069
Answer 244	-	Negative engaqinile -0.0492	Negative engaqinile -0.0716	Omuhle engaqinile 0.0110	Negative engaqinile -0.0206	Omuhle engaqinile 0.0232	Negative engaqinile -0.0035	Omuhle engaqinile 0.0671
Answer 245	-	Negative engaqinile -0.0168	Negative engaqinile -0.0351	Omuhle engaqinile 0.0283	Omuhle engaqinile 0.0379	Negative engaqinile -0.0135	Negative engaqinile -0.0801	Omuhle engaqinile 0.0529
6) Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 246	-	Omuhle engaqinile 0.0310	Omuhle engaqinile 0.1167	Omuhle engaqinile 0.0038	Negative engaqinile -0.0432	Omuhle engaqinile 0.0112	Negative engaqinile -0.0196	Negative engaqinile -0.0455
Answer 247	-	Omuhle engaqinile 0.0257	Omuhle engaqinile 0.0512	Omuhle engaqinile 0.0320	Negative engaqinile -0.0054	Negative engaqinile -0.0606	Omuhle engaqinile 0.0809	Negative engaqinile -0.0813
Answer 248	-	Omuhle engaqinile 0.0154	Negative engaqinile -0.0215	Negative engaqinile -0.0052	Omuhle engaqinile 0.0194	Omuhle engaqinile 0.0635	Negative engaqinile -0.0116	Negative engaqinile -0.0634
Answer 249	-	Omuhle engaqinile 0.0055	Omuhle engaqinile 0.0016	Negative engaqinile -0.0454	Negative engaqinile -0.0031	Negative engaqinile -0.0261	Omuhle engaqinile 0.0025	Omuhle engaqinile 0.0613
Answer 250	-	Negative engaqinile -0.0146	Omuhle engaqinile 0.0195	Omuhle engaqinile 0.0003	Negative engaqinile -0.0025	Negative engaqinile -0.0282	Omuhle engaqinile 0.0250	Omuhle engaqinile 0.0024
Answer 251	-	Negative engaqinile -0.0137	Negative engaqinile -0.0695	Negative engaqinile -0.0196	Omuhle engaqinile 0.0154	Omuhle engaqinile 0.0125	Omuhle engaqinile 0.0458	Omuhle engaqinile 0.0026
Answer 252	-	Negative engaqinile -0.0363	Negative engaqinile -0.0532	Omuhle engaqinile 0.0225	Omuhle engaqinile 0.0063	Omuhle engaqinile 0.0136	Negative engaqinile -0.1010	Omuhle engaqinile 0.1049
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 253	-	Negative engaqinile -0.0520	Negative engaqinile -0.0510	Omuhle engaqinile 0.0509	Omuhle engaqinile 0.0213	Negative engaqinile -0.0041	Negative engaqinile -0.1120	Omuhle engaqinile 0.0994
Answer 254	-	Negative engaqinile -0.0274	Negative engaqinile -0.0584	Negative engaqinile -0.0219	Omuhle engaqinile 0.0108	Omuhle engaqinile 0.0244	Omuhle engaqinile 0.0441	Omuhle engaqinile 0.0013
Answer 255	-	Omuhle engaqinile 0.0190	Negative engaqinile -0.0147	Negative engaqinile -0.0539	Negative engaqinile -0.0505	Omuhle engaqinile 0.0250	Omuhle engaqinile 0.0830	Negative engaqinile -0.0020
Answer 256	-	Omuhle engaqinile 0.0286	Omuhle engaqinile 0.0363	Negative engaqinile -0.0226	Negative engaqinile -0.0214	Negative engaqinile -0.0186	Omuhle engaqinile 0.0363	Negative engaqinile -0.0123
Answer 257	-	Omuhle engaqinile 0.0612	Omuhle engaqinile 0.0492	Negative engaqinile -0.0100	Omuhle engaqinile 0.0318	Omuhle engaqinile 0.0063	Negative engaqinile -0.0206	Negative engaqinile -0.0800
Answer 258	-	Negative engaqinile -0.0123	Omuhle engaqinile 0.0523	Omuhle engaqinile 0.0341	Omuhle engaqinile 0.0440	Negative engaqinile -0.0656	Omuhle engaqinile 0.0059	Negative engaqinile -0.0397
Answer 259	-	Omuhle engaqinile 0.0500	Omuhle engaqinile 0.1022	Omuhle engaqinile 0.0321	Negative engaqinile -0.0590	Omuhle engaqinile 0.0135	Negative engaqinile -0.0299	Negative engaqinile -0.0546
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 260	-	Omuhle engaqinile 0.0668	Omuhle engaqinile 0.0877	Omuhle engaqinile 0.0279	Negative engaqinile -0.0797	Omuhle engaqinile 0.0293	Negative engaqinile -0.0105	Negative engaqinile -0.0622
Answer 261	-	Negative engaqinile -0.0143	Omuhle engaqinile 0.0539	Negative engaqinile -0.0317	Omuhle engaqinile 0.0039	Negative engaqinile -0.0020	Omuhle engaqinile 0.0420	Negative engaqinile -0.0343
Answer 262	-	Omuhle engaqinile 0.0565	Omuhle engaqinile 0.0025	Negative engaqinile -0.0167	Omuhle engaqinile 0.0204	Omuhle engaqinile 0.0549	Negative engaqinile -0.0205	Negative engaqinile -0.0758
Answer 263	-	Negative engaqinile -0.0084	Negative engaqinile -0.0134	Negative engaqinile -0.0262	Negative engaqinile -0.0007	Negative engaqinile -0.0218	Omuhle engaqinile 0.0157	Omuhle engaqinile 0.0439
Answer 264	-	Omuhle engaqinile 0.0123	Negative engaqinile -0.0069	Omuhle engaqinile 0.0130	Negative engaqinile -0.0118	Negative engaqinile -0.0645	Omuhle engaqinile 0.0471	Omuhle engaqinile 0.0189
Answer 265	-	Negative engaqinile -0.0294	Negative engaqinile -0.0712	Omuhle engaqinile 0.0024	Negative engaqinile -0.0080	Negative engaqinile -0.0146	Omuhle engaqinile 0.0970	Omuhle engaqinile 0.0025
Answer 266	-	Negative engaqinile -0.0599	Negative engaqinile -0.0398	Omuhle engaqinile 0.0307	Omuhle engaqinile 0.0550	Omuhle engaqinile 0.0067	Negative engaqinile -0.1404	Omuhle engaqinile 0.0916
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 267	-	Negative engaqinile -0.0480	Negative engaqinile -0.0263	Omuhle engaqinile 0.0454	Omuhle engaqinile 0.0964	Negative engaqinile -0.0441	Negative engaqinile -0.1387	Omuhle engaqinile 0.0722
Answer 268	-	Negative engaqinile -0.0138	Negative engaqinile -0.0426	Negative engaqinile -0.0071	Negative engaqinile -0.0149	Negative engaqinile -0.0112	Omuhle engaqinile 0.0701	Omuhle engaqinile 0.0073
Answer 269	-	Omuhle engaqinile 0.0033	Negative engaqinile -0.0093	Negative engaqinile -0.0288	Omuhle engaqinile 0.0011	Omuhle engaqinile 0.0235	Omuhle engaqinile 0.0001	Omuhle engaqinile 0.0032
Answer 270	-	Omuhle engaqinile 0.0023	Omuhle engaqinile 0.0596	Negative engaqinile -0.0514	Negative engaqinile -0.0384	Omuhle engaqinile 0.0192	Omuhle engaqinile 0.0649	Negative engaqinile -0.0313
Answer 271	-	Omuhle engaqinile 0.0582	Omuhle engaqinile 0.0035	Negative engaqinile -0.0126	Negative engaqinile -0.0494	Omuhle engaqinile 0.0242	Omuhle engaqinile 0.0698	Negative engaqinile -0.0591
Answer 272	-	Omuhle engaqinile 0.0417	Omuhle engaqinile 0.0478	Omuhle engaqinile 0.0147	Negative engaqinile -0.0351	Negative engaqinile -0.0060	Omuhle engaqinile 0.0428	Negative engaqinile -0.0636
Answer 273	-	Omuhle engaqinile 0.0324	Omuhle engaqinile 0.0671	Omuhle engaqinile 0.0307	Negative engaqinile -0.0708	Omuhle engaqinile 0.0563	Negative engaqinile -0.0558	Negative engaqinile -0.0247
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 274	-	Omuhle engaqinile 0.0017	Omuhle engaqinile 0.0029	Omuhle engaqinile 0.0492	Omuhle engaqinile 0.0603	Negative engaqinile -0.0546	Negative engaqinile -0.1262	Omuhle engaqinile 0.0531
Answer 275	-	Negative engaqinile -0.0118	Negative engaqinile -0.0370	Omuhle engaqinile 0.0208	Omuhle engaqinile 0.0060	Negative engaqinile -0.0232	Omuhle engaqinile 0.0393	Negative engaqinile -0.0017
Answer 276	-	Negative engaqinile -0.0036	Negative engaqinile -0.0255	Negative engaqinile -0.0098	Omuhle engaqinile 0.0207	Negative engaqinile -0.0066	Omuhle engaqinile 0.0114	Omuhle engaqinile 3.82E-5
Answer 277	-	Negative engaqinile -0.0237	Negative engaqinile -0.0081	Negative engaqinile -0.0671	Negative engaqinile -0.0441	Omuhle engaqinile 0.0618	Omuhle engaqinile 0.0498	Omuhle engaqinile 0.0202
Answer 278	-	Omuhle engaqinile 0.0143	Omuhle engaqinile 0.0193	Negative engaqinile -0.0147	Negative engaqinile -0.0139	Omuhle engaqinile 0.0270	Omuhle engaqinile 0.0596	Negative engaqinile -0.0708
Answer 279	-	Omuhle engaqinile 0.0339	Omuhle engaqinile 0.0344	Omuhle engaqinile 0.0067	Negative engaqinile -0.0456	Negative engaqinile -0.0152	Omuhle engaqinile 0.0274	Negative engaqinile -0.0116
Answer 280	-	Omuhle engaqinile 0.0180	Omuhle engaqinile 0.0741	Omuhle engaqinile 0.0078	Negative engaqinile -0.0234	Omuhle engaqinile 0.0458	Negative engaqinile -0.0382	Negative engaqinile -0.0523
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 281	-	Omuhle engaqinile 0.0499	Omuhle engaqinile 0.0798	Omuhle engaqinile 0.0565	Negative engaqinile -0.0472	Omuhle engaqinile 0.0021	Negative engaqinile -0.0320	Negative engaqinile -0.0604
Answer 282	-	Omuhle engaqinile 0.0915	Omuhle engaqinile 0.0328	Negative engaqinile -0.0211	Negative engaqinile -0.0305	Omuhle engaqinile 0.0027	Omuhle engaqinile 0.0160	Negative engaqinile -0.0452
Answer 283	-	Omuhle engaqinile 0.0098	Omuhle engaqinile 0.0383	Negative engaqinile -0.0088	Omuhle engaqinile 0.0368	Omuhle engaqinile 0.0206	Omuhle engaqinile 0.0133	Negative engaqinile -0.0883
Answer 284	-	Negative engaqinile -0.0020	Omuhle engaqinile 0.0061	Negative engaqinile -0.0313	Negative engaqinile -0.0184	Negative engaqinile -0.0032	Omuhle engaqinile 0.0661	Negative engaqinile -0.0121
Answer 285	-	Negative engaqinile -0.0250	Negative engaqinile -0.0403	Omuhle engaqinile 0.0237	Omuhle engaqinile 0.0232	Negative engaqinile -0.0540	Omuhle engaqinile 0.0165	Omuhle engaqinile 0.0335
Answer 286	-	Negative engaqinile -0.0752	Negative engaqinile -0.0291	Negative engaqinile -0.0512	Omuhle engaqinile 0.0231	Omuhle engaqinile 0.0226	Omuhle engaqinile 0.0384	Omuhle engaqinile 0.0357
Answer 287	-	Negative engaqinile -0.0369	Negative engaqinile -0.0696	Omuhle engaqinile 0.0441	Omuhle engaqinile 0.0112	Omuhle engaqinile 0.0016	Negative engaqinile -0.1145	Omuhle engaqinile 0.1130
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 288	-	Negative engaqinile -0.0403	Omuhle engaqinile 0.0189	Omuhle engaqinile 0.0547	Omuhle engaqinile 0.0489	Negative engaqinile -0.0442	Negative engaqinile -0.1163	Omuhle engaqinile 0.0581
Answer 289	-	Omuhle engaqinile 0.0041	Negative engaqinile -0.0830	Negative engaqinile -0.0246	Negative engaqinile -0.0117	Omuhle engaqinile 0.0208	Omuhle engaqinile 0.0628	Omuhle engaqinile 0.0084
Answer 290	-	Negative engaqinile -0.0341	Negative engaqinile -0.0055	Negative engaqinile -0.0200	Negative engaqinile -0.0085	Omuhle engaqinile 0.0251	Omuhle engaqinile 0.0555	Negative engaqinile -0.0207
Answer 291	-	Omuhle engaqinile 0.0848	Omuhle engaqinile 0.0357	Negative engaqinile -0.0344	Negative engaqinile -0.0398	Negative engaqinile -0.0178	Omuhle engaqinile 0.0386	Negative engaqinile -0.0190
Answer 292	-	Omuhle engaqinile 0.0236	Omuhle engaqinile 0.0287	Negative engaqinile -0.0191	Negative engaqinile -0.0033	Omuhle engaqinile 0.0403	Omuhle engaqinile 0.0122	Negative engaqinile -0.0620
Answer 293	-	Omuhle engaqinile 0.0176	Omuhle engaqinile 0.0434	Omuhle engaqinile 0.0146	Omuhle engaqinile 0.0028	Omuhle engaqinile 0.0078	Negative engaqinile -0.0154	Negative engaqinile -0.0502
Answer 294	-	Omuhle engaqinile 0.0221	Omuhle engaqinile 0.1304	Omuhle engaqinile 0.0104	Negative engaqinile -0.0700	Omuhle engaqinile 0.0002	Negative engaqinile -0.0027	Negative engaqinile -0.0296

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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

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Valerii Kosenko

Umnikazi Womkhiqizo i-SaaS SDTEST®

U-Valerii waqeqeshelwa ukuba yisazi sezengqondo zezenhlalo ngo-1993 futhi usesebenzise ulwazi lwakhe ekuphathweni kwephrojekthi.
U-Valerii uthole iziqu ze-Master kanye neziqu zephrojekthi kanye nomphathi wohlelo ngo-2013. Phakathi nohlelo lwakhe lwe-Master, wajwayelana ne-Project Roadmap (GPM Deutsche Gesellschaft für Projektmanagement e. V.) kanye ne-Spiral Dynamics.
U-Valerii ungumbhali wokuhlola ukungaqiniseki kwe-V.U.C.A. umqondo usebenzisa iSpiral Dynamics kanye nezibalo zezibalo kupsychology, kanye namavoti angama-38 amazwe ngamazwe.

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