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 86683 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

Amashadi Ukuhlanganisa

VUCA

Inani Ebucayi Coefficient ukuhlanganisa

Ukusatshalaliswa okujwayelekile, ngoWilliam Sealy Gosset (umfundi) r = 0.0481

Ukusatshalaliswa okungajwayelekile, nguSpyman r = 0.002

Khombisa imiphumela kuphela > r = 0.0481

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 -0.0565	Omuhle engaqinile 0.0675	Negative engaqinile -0.0390	Omuhle engaqinile 0.0405	Negative engaqinile -0.0540	Negative engaqinile -0.0094	Omuhle engaqinile 0.0445
Answer 2	-	Negative engaqinile -0.0251	Negative engaqinile -0.0319	Omuhle engaqinile 0.0203	Omuhle engaqinile 0.0271	Omuhle engaqinile 0.0019	Negative engaqinile -0.0340	Omuhle engaqinile 0.0195
Answer 3	-	Omuhle engaqinile 0.0407	Negative engaqinile -0.0282	Omuhle engaqinile 0.0148	Negative engaqinile -0.0333	Omuhle engaqinile 0.0096	Omuhle engaqinile 0.0446	Negative engaqinile -0.0350
Answer 4	-	Omuhle engaqinile 0.0428	Negative engaqinile -0.0129	Omuhle engaqinile 0.0260	Omuhle engaqinile 0.0022	Negative engaqinile -0.0141	Negative engaqinile -0.0525	Omuhle engaqinile 0.0163
Answer 5	-	Negative engaqinile -0.0058	Negative engaqinile -0.0090	Negative engaqinile -0.0144	Negative engaqinile -0.0209	Omuhle engaqinile 0.0739	Omuhle engaqinile 0.0502	Negative engaqinile -0.0705
Answer 6	-	Omuhle engaqinile 0.0574	Negative engaqinile -0.0322	Omuhle engaqinile 0.0390	Negative engaqinile -0.0274	Omuhle engaqinile 0.0079	Negative engaqinile -0.0050	Negative engaqinile -0.0266
Answer 7	-	Omuhle engaqinile 0.0360	Omuhle engaqinile 0.0253	Negative engaqinile -0.0343	Negative engaqinile -0.0614	Omuhle engaqinile 0.0281	Omuhle engaqinile 0.0228	Omuhle engaqinile 0.0072
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 8	-	Omuhle engaqinile 0.0024	Omuhle engaqinile 0.0342	Omuhle engaqinile 0.0269	Negative engaqinile -0.0216	Negative engaqinile -0.0396	Negative engaqinile -0.0866	Omuhle engaqinile 0.0839
Answer 9	-	Negative engaqinile -0.0558	Negative engaqinile -0.0044	Omuhle engaqinile 0.0136	Omuhle engaqinile 0.0441	Negative engaqinile -0.0135	Omuhle engaqinile 0.0111	Negative engaqinile -0.0111
Answer 10	-	Negative engaqinile -0.0472	Negative engaqinile -0.0404	Negative engaqinile -0.0490	Omuhle engaqinile 0.0029	Omuhle engaqinile 0.0124	Omuhle engaqinile 0.0662	Omuhle engaqinile 0.0265
Answer 11	-	Omuhle engaqinile 0.0357	Omuhle engaqinile 0.0291	Omuhle engaqinile 0.0146	Negative engaqinile -0.0024	Negative engaqinile -0.0269	Omuhle engaqinile 0.0132	Negative engaqinile -0.0379
Answer 12	-	Omuhle engaqinile 0.0411	Omuhle engaqinile 0.0020	Negative engaqinile -0.0326	Omuhle engaqinile 0.0138	Omuhle engaqinile 0.0497	Omuhle engaqinile 0.0154	Negative engaqinile -0.0730
Answer 13	-	Omuhle engaqinile 0.0617	Negative engaqinile -0.0359	Omuhle engaqinile 0.0325	Negative engaqinile -0.0564	Omuhle engaqinile 0.0339	Negative engaqinile -0.0053	Negative engaqinile -0.0182
Answer 14	-	Omuhle engaqinile 0.0481	Omuhle engaqinile 0.0251	Negative engaqinile -0.0121	Negative engaqinile -0.0164	Omuhle engaqinile 0.0197	Negative engaqinile -0.0001	Negative engaqinile -0.0342
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 15	-	Omuhle engaqinile 0.0678	Omuhle engaqinile 0.0186	Omuhle engaqinile 0.0373	Negative engaqinile -0.0543	Omuhle engaqinile 0.0430	Negative engaqinile -0.0240	Negative engaqinile -0.0566
Answer 16	-	Omuhle engaqinile 0.0602	Omuhle engaqinile 0.0221	Omuhle engaqinile 0.0390	Omuhle engaqinile 0.0201	Negative engaqinile -0.0183	Negative engaqinile -0.0286	Negative engaqinile -0.0638
Answer 17	-	Negative engaqinile -0.0179	Negative engaqinile -0.0163	Negative engaqinile -0.0347	Omuhle engaqinile 0.0806	Omuhle engaqinile 0.0063	Omuhle engaqinile 0.0203	Negative engaqinile -0.0512
Answer 18	-	Negative engaqinile -0.0165	Omuhle engaqinile 0.0053	Negative engaqinile -0.0331	Negative engaqinile -0.0195	Omuhle engaqinile 0.0067	Negative engaqinile -0.0028	Omuhle engaqinile 0.0531
Answer 19	-	Omuhle engaqinile 0.0169	Omuhle engaqinile 0.0450	Negative engaqinile -0.0268	Negative engaqinile -0.0259	Negative engaqinile -0.0144	Omuhle engaqinile 0.0434	Negative engaqinile -0.0100
Answer 20	-	Negative engaqinile -0.0403	Negative engaqinile -0.0291	Omuhle engaqinile 0.0081	Omuhle engaqinile 0.0138	Negative engaqinile -0.0528	Omuhle engaqinile 0.0287	Omuhle engaqinile 0.0478
Answer 21	-	Negative engaqinile -0.0520	Negative engaqinile -0.0321	Omuhle engaqinile 0.0173	Negative engaqinile -0.0573	Omuhle engaqinile 0.0438	Negative engaqinile -0.0374	Omuhle engaqinile 0.0830
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 22	-	Negative engaqinile -0.0257	Omuhle engaqinile 0.0391	Omuhle engaqinile 0.0102	Negative engaqinile -0.0461	Negative engaqinile -0.0250	Negative engaqinile -0.0350	Omuhle engaqinile 0.0803
Answer 23	-	Negative engaqinile -0.0510	Negative engaqinile -0.0185	Negative engaqinile -0.0049	Omuhle engaqinile 0.0093	Negative engaqinile -0.0084	Omuhle engaqinile 0.0075	Omuhle engaqinile 0.0415
Answer 24	-	Omuhle engaqinile 0.0429	Negative engaqinile -0.0439	Negative engaqinile -0.0090	Omuhle engaqinile 0.0618	Negative engaqinile -0.0203	Omuhle engaqinile 0.0542	Negative engaqinile -0.0792
Answer 25	-	Omuhle engaqinile 0.0159	Omuhle engaqinile 0.0104	Omuhle engaqinile 0.0167	Negative engaqinile -0.0111	Negative engaqinile -0.0142	Negative engaqinile -0.0182	Omuhle engaqinile 0.0074
Answer 26	-	Negative engaqinile -0.0039	Negative engaqinile -0.0193	Negative engaqinile -0.0177	Negative engaqinile -0.0177	Omuhle engaqinile 0.0755	Negative engaqinile -0.0059	Negative engaqinile -0.0187
Answer 27	-	Omuhle engaqinile 0.0566	Omuhle engaqinile 0.0129	Omuhle engaqinile 0.0053	Omuhle engaqinile 0.0021	Omuhle engaqinile 0.0702	Negative engaqinile -0.0083	Negative engaqinile -0.1104
Answer 28	-	Omuhle engaqinile 0.0438	Omuhle engaqinile 0.0471	Negative engaqinile -0.0053	Omuhle engaqinile 0.0025	Negative engaqinile -0.0284	Omuhle engaqinile 0.0020	Negative engaqinile -0.0262
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 29	-	Omuhle engaqinile 0.0841	Omuhle engaqinile 0.0320	Negative engaqinile -0.0139	Negative engaqinile -0.0308	Omuhle engaqinile 0.0435	Negative engaqinile -0.0265	Negative engaqinile -0.0530
Answer 30	-	Omuhle engaqinile 0.0318	Negative engaqinile -0.0173	Omuhle engaqinile 0.0287	Negative engaqinile -0.0630	Omuhle engaqinile 0.0248	Omuhle engaqinile 0.0113	Negative engaqinile -0.0077
Answer 31	-	Negative engaqinile -0.0191	Negative engaqinile -0.0339	Omuhle engaqinile 0.0032	Negative engaqinile -0.0186	Omuhle engaqinile 0.0329	Omuhle engaqinile 0.0012	Omuhle engaqinile 0.0193
Answer 32	-	Omuhle engaqinile 0.0341	Omuhle engaqinile 0.0401	Omuhle engaqinile 0.0278	Omuhle engaqinile 0.0116	Negative engaqinile -0.0236	Negative engaqinile -0.0218	Negative engaqinile -0.0385
Answer 33	-	Negative engaqinile -0.0128	Omuhle engaqinile 0.0015	Negative engaqinile -0.0271	Omuhle engaqinile 0.0218	Omuhle engaqinile 0.0397	Negative engaqinile -0.0309	Negative engaqinile -0.0014
Answer 34	-	Negative engaqinile -0.0048	Negative engaqinile -0.0312	Negative engaqinile -0.0238	Omuhle engaqinile 0.0014	Negative engaqinile -0.0084	Omuhle engaqinile 0.0495	Omuhle engaqinile 0.0065
Answer 35	-	Negative engaqinile -0.0709	Omuhle engaqinile 0.0262	Omuhle engaqinile 0.0014	Omuhle engaqinile 0.0657	Negative engaqinile -0.0825	Negative engaqinile -0.0022	Omuhle engaqinile 0.0432
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 36	-	Omuhle engaqinile 0.0911	Omuhle engaqinile 0.0304	Negative engaqinile -0.0091	Negative engaqinile -0.0601	Omuhle engaqinile 0.0566	Omuhle engaqinile 0.0064	Negative engaqinile -0.0733
Answer 37	-	Omuhle engaqinile 0.0613	Omuhle engaqinile 0.0272	Omuhle engaqinile 0.0148	Negative engaqinile -0.0115	Omuhle engaqinile 0.0087	Negative engaqinile -0.0056	Negative engaqinile -0.0585
Answer 38	-	Negative engaqinile -0.0541	Negative engaqinile -0.0458	Negative engaqinile -0.0028	Omuhle engaqinile 0.0338	Omuhle engaqinile 0.0483	Negative engaqinile -0.0085	Negative engaqinile -0.0052
Answer 39	-	Omuhle engaqinile 0.0222	Negative engaqinile -0.0081	Negative engaqinile -0.0009	Negative engaqinile -0.0166	Negative engaqinile -0.0608	Omuhle engaqinile 0.0255	Omuhle engaqinile 0.0465
Answer 40	-	Negative engaqinile -0.0435	Negative engaqinile -0.0255	Negative engaqinile -0.0130	Omuhle engaqinile 0.0253	Negative engaqinile -0.0192	Omuhle engaqinile 0.0317	Omuhle engaqinile 0.0198
Answer 41	-	Negative engaqinile -0.0449	Negative engaqinile -0.0228	Negative engaqinile -0.0173	Omuhle engaqinile 0.0447	Negative engaqinile -0.0541	Omuhle engaqinile 0.0149	Omuhle engaqinile 0.0497
Answer 42	-	Negative engaqinile -0.0261	Omuhle engaqinile 0.0474	Omuhle engaqinile 0.0239	Negative engaqinile -0.0239	Omuhle engaqinile 0.0083	Negative engaqinile -0.0546	Omuhle engaqinile 0.0297
Ukuzimela (Ngabe uvumelana noma ungavumelani malini?)
Answer 43	-	Negative engaqinile -0.0521	Omuhle engaqinile 0.0323	Omuhle engaqinile 0.0525	Omuhle engaqinile 0.0210	Negative engaqinile -0.0650	Negative engaqinile -0.0735	Omuhle engaqinile 0.0694
Answer 44	-	Negative engaqinile -0.0091	Negative engaqinile -0.0411	Negative engaqinile -0.0292	Omuhle engaqinile 0.0081	Omuhle engaqinile 0.0109	Omuhle engaqinile 0.0750	Negative engaqinile -0.0242
Answer 45	-	Negative engaqinile -0.0042	Omuhle engaqinile 0.0129	Negative engaqinile -0.0282	Negative engaqinile -0.0160	Omuhle engaqinile 0.0453	Omuhle engaqinile 0.0134	Negative engaqinile -0.0176
Answer 46	-	Omuhle engaqinile 0.0507	Negative engaqinile -0.0177	Omuhle engaqinile 0.0102	Negative engaqinile -0.0219	Omuhle engaqinile 0.0136	Omuhle engaqinile 0.0137	Negative engaqinile -0.0350
Answer 47	-	Omuhle engaqinile 0.0313	Negative engaqinile -0.0029	Negative engaqinile -0.0237	Omuhle engaqinile 0.0309	Omuhle engaqinile 0.0063	Omuhle engaqinile 0.0149	Negative engaqinile -0.0478
Answer 48	-	Omuhle engaqinile 0.0321	Omuhle engaqinile 0.0151	Omuhle engaqinile 0.0101	Negative engaqinile -0.0178	Omuhle engaqinile 0.0170	Negative engaqinile -0.0368	Negative engaqinile -0.0034
Answer 49	-	Omuhle engaqinile 0.0440	Omuhle engaqinile 0.0064	Negative engaqinile -0.0225	Negative engaqinile -0.0368	Omuhle engaqinile 0.0289	Negative engaqinile -0.0157	Omuhle engaqinile 0.0095
2) I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 50	-	Negative engaqinile -0.0477	Negative engaqinile -0.0207	Omuhle engaqinile 0.0074	Omuhle engaqinile 0.0787	Negative engaqinile -0.0391	Negative engaqinile -0.1009	Omuhle engaqinile 0.0831
Answer 51	-	Negative engaqinile -0.0026	Negative engaqinile -0.0121	Omuhle engaqinile 0.0069	Negative engaqinile -0.0289	Omuhle engaqinile 0.0072	Omuhle engaqinile 0.0261	Negative engaqinile -0.0013
Answer 52	-	Omuhle engaqinile 0.0247	Negative engaqinile -0.0342	Negative engaqinile -0.0085	Negative engaqinile -0.0165	Negative engaqinile -0.0091	Omuhle engaqinile 0.0913	Negative engaqinile -0.0406
Answer 53	-	Omuhle engaqinile 0.0076	Negative engaqinile -0.0039	Negative engaqinile -0.0103	Negative engaqinile -0.0206	Negative engaqinile -0.0015	Negative engaqinile -0.0087	Omuhle engaqinile 0.0406
Answer 54	-	Omuhle engaqinile 0.0077	Omuhle engaqinile 0.0308	Omuhle engaqinile 0.0118	Negative engaqinile -0.0079	Omuhle engaqinile 0.0201	Negative engaqinile -0.0031	Negative engaqinile -0.0421
Answer 55	-	Omuhle engaqinile 0.0415	Omuhle engaqinile 0.0225	Negative engaqinile -0.0220	Negative engaqinile -0.0119	Omuhle engaqinile 0.0711	Omuhle engaqinile 0.0066	Negative engaqinile -0.0832
Answer 56	-	Omuhle engaqinile 0.0060	Omuhle engaqinile 0.1029	Omuhle engaqinile 0.0080	Negative engaqinile -0.0359	Negative engaqinile -0.0148	Omuhle engaqinile 0.0116	Negative engaqinile -0.0326
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 57	-	Omuhle engaqinile 0.0622	Omuhle engaqinile 0.0864	Omuhle engaqinile 0.0485	Negative engaqinile -0.0776	Omuhle engaqinile 0.0038	Negative engaqinile -0.0338	Negative engaqinile -0.0330
Answer 58	-	Omuhle engaqinile 0.0692	Omuhle engaqinile 0.0348	Negative engaqinile -0.0285	Negative engaqinile -0.0323	Omuhle engaqinile 0.0092	Omuhle engaqinile 0.0704	Negative engaqinile -0.0744
Answer 59	-	Negative engaqinile -0.0084	Negative engaqinile -0.0323	Omuhle engaqinile 0.0135	Omuhle engaqinile 0.0130	Omuhle engaqinile 0.0011	Omuhle engaqinile 0.0183	Negative engaqinile -0.0179
Answer 60	-	Omuhle engaqinile 0.0144	Negative engaqinile -0.0080	Negative engaqinile -0.0006	Negative engaqinile -0.0083	Omuhle engaqinile 0.0048	Negative engaqinile -0.0057	Omuhle engaqinile 0.0054
Answer 61	-	Negative engaqinile -0.0074	Omuhle engaqinile 0.0205	Omuhle engaqinile 0.0048	Omuhle engaqinile 0.0072	Negative engaqinile -0.0085	Negative engaqinile -0.0164	Omuhle engaqinile 0.0009
Answer 62	-	Negative engaqinile -0.0549	Negative engaqinile -0.0782	Negative engaqinile -0.0026	Omuhle engaqinile 0.0010	Omuhle engaqinile 0.0030	Omuhle engaqinile 0.0116	Omuhle engaqinile 0.0710
Answer 63	-	Negative engaqinile -0.0568	Omuhle engaqinile 0.0006	Negative engaqinile -0.0212	Omuhle engaqinile 0.0753	Negative engaqinile -0.0128	Negative engaqinile -0.0587	Omuhle engaqinile 0.0422
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 64	-	Omuhle engaqinile 0.0565	Omuhle engaqinile 0.0937	Omuhle engaqinile 0.0461	Negative engaqinile -0.0780	Negative engaqinile -0.0065	Negative engaqinile -0.0380	Negative engaqinile -0.0183
Answer 65	-	Omuhle engaqinile 0.0146	Omuhle engaqinile 0.0556	Negative engaqinile -0.0115	Negative engaqinile -0.0498	Omuhle engaqinile 0.0325	Omuhle engaqinile 0.0332	Negative engaqinile -0.0421
Answer 66	-	Omuhle engaqinile 0.0528	Negative engaqinile -0.0302	Negative engaqinile -0.0021	Negative engaqinile -0.0201	Omuhle engaqinile 0.0112	Omuhle engaqinile 0.0173	Negative engaqinile -0.0193
Answer 67	-	Omuhle engaqinile 0.0168	Omuhle engaqinile 0.0333	Negative engaqinile -0.0056	Negative engaqinile -0.0063	Negative engaqinile -0.0422	Omuhle engaqinile 0.0297	Negative engaqinile -0.0051
Answer 68	-	Negative engaqinile -0.0527	Negative engaqinile -0.0248	Negative engaqinile -0.0125	Omuhle engaqinile 0.0541	Omuhle engaqinile 0.0079	Omuhle engaqinile 0.0211	Negative engaqinile -0.0175
Answer 69	-	Negative engaqinile -0.0448	Negative engaqinile -0.0555	Omuhle engaqinile 0.0437	Omuhle engaqinile 0.0130	Negative engaqinile -0.0280	Negative engaqinile -0.0196	Omuhle engaqinile 0.0533
Answer 70	-	Negative engaqinile -0.0409	Negative engaqinile -0.0431	Negative engaqinile -0.0492	Omuhle engaqinile 0.0757	Omuhle engaqinile 0.0200	Negative engaqinile -0.0485	Omuhle engaqinile 0.0423
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 71	-	Omuhle engaqinile 0.0092	Negative engaqinile -0.0533	Omuhle engaqinile 0.0044	Omuhle engaqinile 0.0005	Omuhle engaqinile 0.0081	Negative engaqinile -0.0543	Omuhle engaqinile 0.0617
Answer 72	-	Negative engaqinile -0.0408	Negative engaqinile -0.0677	Omuhle engaqinile 0.0157	Omuhle engaqinile 0.0450	Omuhle engaqinile 0.0013	Negative engaqinile -0.0426	Omuhle engaqinile 0.0401
Answer 73	-	Omuhle engaqinile 0.0091	Omuhle engaqinile 0.0157	Negative engaqinile -0.0186	Negative engaqinile -0.0164	Omuhle engaqinile 0.0086	Omuhle engaqinile 0.0289	Negative engaqinile -0.0163
Answer 74	-	Omuhle engaqinile 0.0572	Omuhle engaqinile 0.0437	Negative engaqinile -0.0208	Negative engaqinile -0.0263	Negative engaqinile -0.0292	Omuhle engaqinile 0.0312	Negative engaqinile -0.0152
Answer 75	-	Negative engaqinile -0.0146	Omuhle engaqinile 0.0267	Negative engaqinile -0.0079	Omuhle engaqinile 0.0032	Omuhle engaqinile 0.0079	Omuhle engaqinile 0.0601	Negative engaqinile -0.0593
Answer 76	-	Negative engaqinile -0.0033	Omuhle engaqinile 0.0610	Negative engaqinile -0.0047	Omuhle engaqinile 0.0018	Negative engaqinile -0.0075	Omuhle engaqinile 0.0339	Negative engaqinile -0.0543
Answer 77	-	Omuhle engaqinile 0.0054	Omuhle engaqinile 0.0633	Omuhle engaqinile 0.0382	Negative engaqinile -0.0468	Omuhle engaqinile 0.0020	Negative engaqinile -0.0191	Negative engaqinile -0.0135
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 78	-	Omuhle engaqinile 0.0385	Omuhle engaqinile 0.0429	Omuhle engaqinile 0.0489	Negative engaqinile -0.0707	Negative engaqinile -0.0605	Negative engaqinile -0.0143	Omuhle engaqinile 0.0482
Answer 79	-	Omuhle engaqinile 0.0107	Omuhle engaqinile 0.0610	Omuhle engaqinile 0.0087	Negative engaqinile -0.0508	Negative engaqinile -0.0268	Omuhle engaqinile 0.0171	Omuhle engaqinile 0.0109
Answer 80	-	Omuhle engaqinile 0.0202	Negative engaqinile -0.0331	Omuhle engaqinile 0.0236	Negative engaqinile -0.0750	Omuhle engaqinile 0.0107	Omuhle engaqinile 0.0015	Omuhle engaqinile 0.0456
Answer 81	-	Negative engaqinile -0.0123	Omuhle engaqinile 0.0069	Omuhle engaqinile 0.0051	Negative engaqinile -0.0457	Negative engaqinile -0.0069	Omuhle engaqinile 0.0399	Omuhle engaqinile 0.0179
Answer 82	-	Negative engaqinile -0.0369	Negative engaqinile -0.0100	Omuhle engaqinile 0.0058	Negative engaqinile -0.0001	Omuhle engaqinile 0.0156	Omuhle engaqinile 0.0134	Negative engaqinile -0.0044
Answer 83	-	Negative engaqinile -0.0228	Negative engaqinile -0.0583	Negative engaqinile -0.0536	Omuhle engaqinile 0.0469	Omuhle engaqinile 0.0343	Omuhle engaqinile 0.0524	Negative engaqinile -0.0259
Answer 84	-	Omuhle engaqinile 0.0059	Omuhle engaqinile 0.0034	Negative engaqinile -0.0181	Omuhle engaqinile 0.1446	Omuhle engaqinile 0.0165	Negative engaqinile -0.0956	Negative engaqinile -0.0661
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 85	-	Negative engaqinile -0.0230	Omuhle engaqinile 0.0022	Negative engaqinile -0.0004	Omuhle engaqinile 0.1110	Omuhle engaqinile 0.0054	Negative engaqinile -0.1285	Omuhle engaqinile 0.0082
Answer 86	-	Negative engaqinile -0.0277	Negative engaqinile -0.0480	Omuhle engaqinile 0.0324	Negative engaqinile -0.0151	Negative engaqinile -0.0293	Omuhle engaqinile 0.0616	Omuhle engaqinile 0.0096
Answer 87	-	Negative engaqinile -0.0034	Negative engaqinile -0.0007	Negative engaqinile -0.0334	Negative engaqinile -0.0456	Omuhle engaqinile 0.0159	Omuhle engaqinile 0.0609	Omuhle engaqinile 0.0090
Answer 88	-	Omuhle engaqinile 0.0527	Omuhle engaqinile 0.0142	Negative engaqinile -0.0283	Negative engaqinile -0.0621	Omuhle engaqinile 0.0116	Omuhle engaqinile 0.0260	Omuhle engaqinile 0.0110
Answer 89	-	Omuhle engaqinile 0.0458	Omuhle engaqinile 0.0189	Omuhle engaqinile 0.0389	Negative engaqinile -0.0059	Negative engaqinile -0.0366	Omuhle engaqinile 1.76E-5	Negative engaqinile -0.0353
Answer 90	-	Omuhle engaqinile 0.0320	Omuhle engaqinile 0.0274	Negative engaqinile -0.0216	Negative engaqinile -0.0321	Omuhle engaqinile 0.0333	Omuhle engaqinile 0.0115	Negative engaqinile -0.0268
Answer 91	-	Negative engaqinile -0.0370	Omuhle engaqinile 0.0514	Negative engaqinile -0.0037	Negative engaqinile -0.0338	Omuhle engaqinile 0.0256	Omuhle engaqinile 0.0070	Negative engaqinile -0.0018
I-Environmental Mastery (uvumelana noma ungavumelani malini?)
Answer 92	-	Omuhle engaqinile 0.0528	Omuhle engaqinile 0.0563	Omuhle engaqinile 0.0229	Negative engaqinile -0.0942	Omuhle engaqinile 0.0104	Omuhle engaqinile 0.0353	Negative engaqinile -0.0340
Answer 93	-	Omuhle engaqinile 0.0139	Omuhle engaqinile 0.0547	Omuhle engaqinile 3.18E-5	Negative engaqinile -0.0390	Negative engaqinile -0.0063	Omuhle engaqinile 0.0042	Negative engaqinile -0.0024
Answer 94	-	Omuhle engaqinile 0.0482	Negative engaqinile -0.0217	Negative engaqinile -0.0067	Negative engaqinile -0.0333	Omuhle engaqinile 0.0042	Omuhle engaqinile 0.0396	Negative engaqinile -0.0145
Answer 95	-	Negative engaqinile -0.0133	Negative engaqinile -0.0104	Omuhle engaqinile 0.0282	Omuhle engaqinile 0.0099	Negative engaqinile -0.0141	Omuhle engaqinile 0.0141	Negative engaqinile -0.0165
Answer 96	-	Negative engaqinile -0.0071	Negative engaqinile -0.0226	Negative engaqinile -0.0039	Negative engaqinile -0.0019	Negative engaqinile -0.0088	Omuhle engaqinile 0.0290	Omuhle engaqinile 0.0055
Answer 97	-	Negative engaqinile -0.0560	Negative engaqinile -0.0399	Negative engaqinile -0.0112	Omuhle engaqinile 0.0441	Omuhle engaqinile 0.0057	Negative engaqinile -0.0185	Omuhle engaqinile 0.0354
Answer 98	-	Negative engaqinile -0.0348	Negative engaqinile -0.0085	Negative engaqinile -0.0193	Omuhle engaqinile 0.0957	Omuhle engaqinile 0.0061	Negative engaqinile -0.0885	Omuhle engaqinile 0.0190
3) Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 99	-	Negative engaqinile -0.0365	Negative engaqinile -0.1267	Omuhle engaqinile 0.0021	Omuhle engaqinile 0.0002	Negative engaqinile -0.0435	Negative engaqinile -0.0234	Omuhle engaqinile 0.1627
Answer 100	-	Negative engaqinile -0.0261	Omuhle engaqinile 0.0652	Negative engaqinile -2.73E-5	Omuhle engaqinile 0.0394	Omuhle engaqinile 0.0291	Omuhle engaqinile 0.0299	Negative engaqinile -0.1167
Answer 101	-	Omuhle engaqinile 0.0697	Omuhle engaqinile 0.0521	Negative engaqinile -0.0119	Negative engaqinile -0.0108	Omuhle engaqinile 0.0483	Omuhle engaqinile 0.0030	Negative engaqinile -0.1053
Answer 102	-	Omuhle engaqinile 0.0416	Omuhle engaqinile 0.0634	Negative engaqinile -0.0093	Negative engaqinile -0.0455	Omuhle engaqinile 0.0004	Negative engaqinile -0.0038	Negative engaqinile -0.0095
Answer 103	-	Omuhle engaqinile 0.0047	Omuhle engaqinile 0.0648	Omuhle engaqinile 0.0210	Negative engaqinile -0.0119	Negative engaqinile -0.0187	Omuhle engaqinile 0.0135	Negative engaqinile -0.0432
Answer 104	-	Omuhle engaqinile 0.0242	Omuhle engaqinile 0.0084	Negative engaqinile -0.0307	Negative engaqinile -0.0102	Omuhle engaqinile 0.0280	Omuhle engaqinile 0.0220	Negative engaqinile -0.0276
Answer 105	-	Omuhle engaqinile 0.0233	Omuhle engaqinile 0.0429	Omuhle engaqinile 0.0312	Negative engaqinile -0.0366	Negative engaqinile -0.0221	Negative engaqinile -0.0329	Omuhle engaqinile 0.0133
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 106	-	Negative engaqinile -9.56E-5	Negative engaqinile -0.0004	Omuhle engaqinile 0.0169	Omuhle engaqinile 0.0317	Negative engaqinile -0.0201	Negative engaqinile -0.0077	Negative engaqinile -0.0192
Answer 107	-	Omuhle engaqinile 0.0135	Omuhle engaqinile 0.0256	Negative engaqinile -0.0065	Omuhle engaqinile 0.0224	Omuhle engaqinile 0.0272	Negative engaqinile -0.0330	Negative engaqinile -0.0392
Answer 108	-	Omuhle engaqinile 0.0292	Omuhle engaqinile 0.1191	Negative engaqinile -0.0151	Negative engaqinile -0.0356	Omuhle engaqinile 0.0174	Negative engaqinile -0.0088	Negative engaqinile -0.0535
Answer 109	-	Omuhle engaqinile 0.1142	Omuhle engaqinile 0.0304	Negative engaqinile -0.0386	Negative engaqinile -0.0230	Negative engaqinile -0.0056	Negative engaqinile -7.79E-5	Negative engaqinile -0.0322
Answer 110	-	Omuhle engaqinile 0.0512	Omuhle engaqinile 0.0809	Negative engaqinile -0.0118	Omuhle engaqinile 0.0178	Negative engaqinile -0.0002	Omuhle engaqinile 0.0301	Negative engaqinile -0.1157
Answer 111	-	Negative engaqinile -0.0143	Omuhle engaqinile 0.0515	Negative engaqinile -0.0267	Omuhle engaqinile 0.0172	Omuhle engaqinile 0.0194	Omuhle engaqinile 0.0930	Negative engaqinile -0.1132
Answer 112	-	Negative engaqinile -0.0758	Negative engaqinile -0.1343	Omuhle engaqinile 0.0383	Negative engaqinile -0.0249	Negative engaqinile -0.0162	Negative engaqinile -0.0586	Omuhle engaqinile 0.1885
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 113	-	Omuhle engaqinile 0.0569	Omuhle engaqinile 0.0569	Omuhle engaqinile 0.0249	Negative engaqinile -0.0374	Negative engaqinile -0.0093	Negative engaqinile -0.0300	Negative engaqinile -0.0210
Answer 114	-	Omuhle engaqinile 0.0225	Omuhle engaqinile 0.0455	Omuhle engaqinile 0.0203	Negative engaqinile -0.0313	Negative engaqinile -0.0110	Negative engaqinile -0.0173	Negative engaqinile -0.0047
Answer 115	-	Omuhle engaqinile 0.0142	Omuhle engaqinile 0.0882	Omuhle engaqinile 0.0014	Negative engaqinile -0.0284	Omuhle engaqinile 0.0126	Omuhle engaqinile 0.0252	Negative engaqinile -0.0730
Answer 116	-	Omuhle engaqinile 0.1072	Omuhle engaqinile 0.0276	Negative engaqinile -0.0196	Negative engaqinile -0.0161	Omuhle engaqinile 0.0271	Negative engaqinile -0.0360	Negative engaqinile -0.0477
Answer 117	-	Omuhle engaqinile 0.0669	Omuhle engaqinile 0.0620	Negative engaqinile -0.0246	Negative engaqinile -0.0194	Omuhle engaqinile 0.0204	Omuhle engaqinile 0.0062	Negative engaqinile -0.0654
Answer 118	-	Negative engaqinile -0.0051	Negative engaqinile -0.0212	Negative engaqinile -0.0217	Negative engaqinile -0.0574	Omuhle engaqinile 0.0253	Omuhle engaqinile 0.0724	Omuhle engaqinile 0.0075
Answer 119	-	Negative engaqinile -0.1149	Negative engaqinile -0.1027	Omuhle engaqinile 0.0208	Omuhle engaqinile 0.0962	Negative engaqinile -0.0399	Negative engaqinile -0.0329	Omuhle engaqinile 0.0901
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 120	-	Negative engaqinile -0.0616	Negative engaqinile -0.0688	Negative engaqinile -0.0170	Negative engaqinile -0.0184	Negative engaqinile -0.0207	Negative engaqinile -0.0166	Omuhle engaqinile 0.1472
Answer 121	-	Negative engaqinile -0.0114	Omuhle engaqinile 0.0208	Negative engaqinile -0.0207	Omuhle engaqinile 0.0475	Omuhle engaqinile 0.0055	Omuhle engaqinile 0.0216	Negative engaqinile -0.0571
Answer 122	-	Omuhle engaqinile 0.0264	Omuhle engaqinile 0.0280	Negative engaqinile -0.0121	Omuhle engaqinile 0.0048	Omuhle engaqinile 0.0759	Omuhle engaqinile 0.0115	Negative engaqinile -0.1112
Answer 123	-	Omuhle engaqinile 0.0787	Omuhle engaqinile 0.0466	Omuhle engaqinile 0.0114	Negative engaqinile -0.0130	Negative engaqinile -0.0211	Negative engaqinile -0.0105	Negative engaqinile -0.0453
Answer 124	-	Omuhle engaqinile 0.0266	Omuhle engaqinile 0.0256	Omuhle engaqinile 0.0446	Negative engaqinile -0.0296	Omuhle engaqinile 0.0007	Negative engaqinile -0.0106	Negative engaqinile -0.0341
Answer 125	-	Omuhle engaqinile 0.0237	Omuhle engaqinile 0.0516	Omuhle engaqinile 0.0442	Negative engaqinile -0.0111	Negative engaqinile -0.0582	Omuhle engaqinile 0.0438	Negative engaqinile -0.0545
Answer 126	-	Omuhle engaqinile 0.0608	Negative engaqinile -0.0003	Omuhle engaqinile 0.0659	Negative engaqinile -0.0443	Negative engaqinile -0.0052	Negative engaqinile -0.0469	Negative engaqinile -0.0066
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 127	-	Omuhle engaqinile 0.0581	Omuhle engaqinile 0.0930	Omuhle engaqinile 0.0483	Negative engaqinile -0.0372	Negative engaqinile -0.0139	Negative engaqinile -0.0222	Negative engaqinile -0.0664
Answer 128	-	Omuhle engaqinile 0.0218	Omuhle engaqinile 0.0107	Omuhle engaqinile 0.0506	Omuhle engaqinile 0.0115	Negative engaqinile -0.0220	Negative engaqinile -0.0404	Negative engaqinile -0.0176
Answer 129	-	Omuhle engaqinile 0.0545	Omuhle engaqinile 0.0637	Negative engaqinile -0.0047	Omuhle engaqinile 0.0142	Omuhle engaqinile 0.0466	Omuhle engaqinile 0.0253	Negative engaqinile -0.1483
Answer 130	-	Omuhle engaqinile 0.0282	Omuhle engaqinile 0.0202	Negative engaqinile -0.0171	Negative engaqinile -0.0385	Omuhle engaqinile 0.0062	Omuhle engaqinile 0.0346	Negative engaqinile -0.0179
Answer 131	-	Omuhle engaqinile 0.0537	Omuhle engaqinile 0.0193	Negative engaqinile -0.0560	Negative engaqinile -0.0043	Omuhle engaqinile 0.0083	Omuhle engaqinile 0.0502	Negative engaqinile -0.0444
Answer 132	-	Negative engaqinile -0.0554	Negative engaqinile -0.0790	Omuhle engaqinile 0.0089	Negative engaqinile -0.0034	Omuhle engaqinile 0.0271	Omuhle engaqinile 0.0097	Omuhle engaqinile 0.0496
Answer 133	-	Negative engaqinile -0.0926	Negative engaqinile -0.0619	Negative engaqinile -0.0171	Omuhle engaqinile 0.0342	Negative engaqinile -0.0484	Negative engaqinile -0.0456	Omuhle engaqinile 0.1595
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 134	-	Omuhle engaqinile 0.0301	Omuhle engaqinile 0.0284	Omuhle engaqinile 0.0019	Negative engaqinile -0.0246	Negative engaqinile -0.0052	Negative engaqinile -0.0068	Negative engaqinile -0.0070
Answer 135	-	Omuhle engaqinile 0.0620	Omuhle engaqinile 0.0867	Negative engaqinile -0.0073	Negative engaqinile -0.0105	Omuhle engaqinile 0.0240	Negative engaqinile -0.0240	Negative engaqinile -0.0755
Answer 136	-	Omuhle engaqinile 0.0207	Omuhle engaqinile 0.0391	Omuhle engaqinile 0.0055	Omuhle engaqinile 0.0156	Negative engaqinile -0.0133	Omuhle engaqinile 0.0207	Negative engaqinile -0.0625
Answer 137	-	Omuhle engaqinile 0.0591	Omuhle engaqinile 0.0527	Negative engaqinile -0.0102	Negative engaqinile -0.0152	Negative engaqinile -0.0051	Negative engaqinile -0.0133	Negative engaqinile -0.0297
Answer 138	-	Omuhle engaqinile 0.0199	Omuhle engaqinile 0.0096	Omuhle engaqinile 0.0189	Negative engaqinile -0.0151	Negative engaqinile -0.0428	Omuhle engaqinile 0.0464	Negative engaqinile -0.0205
Answer 139	-	Negative engaqinile -0.0545	Negative engaqinile -0.0382	Negative engaqinile -0.0585	Omuhle engaqinile 0.0341	Omuhle engaqinile 0.0448	Omuhle engaqinile 0.1060	Negative engaqinile -0.0569
Answer 140	-	Negative engaqinile -0.0486	Negative engaqinile -0.0703	Omuhle engaqinile 0.0387	Negative engaqinile -0.0001	Negative engaqinile -0.0120	Negative engaqinile -0.0904	Omuhle engaqinile 0.1300
Ukukhula komuntu (uvumelana noma ungavumelani malini?)
Answer 141	-	Negative engaqinile -0.0735	Negative engaqinile -0.0712	Omuhle engaqinile 0.0326	Negative engaqinile -0.0352	Negative engaqinile -0.0197	Negative engaqinile -0.0506	Omuhle engaqinile 0.1613
Answer 142	-	Omuhle engaqinile 0.0008	Negative engaqinile -0.0169	Omuhle engaqinile 0.0007	Omuhle engaqinile 0.0164	Omuhle engaqinile 0.0018	Omuhle engaqinile 0.0268	Negative engaqinile -0.0311
Answer 143	-	Omuhle engaqinile 0.0492	Omuhle engaqinile 0.0707	Negative engaqinile -0.0424	Omuhle engaqinile 0.0477	Negative engaqinile -0.0018	Omuhle engaqinile 0.0454	Negative engaqinile -0.1241
Answer 144	-	Omuhle engaqinile 0.0554	Omuhle engaqinile 0.0330	Negative engaqinile -0.0118	Negative engaqinile -0.0095	Omuhle engaqinile 0.0122	Omuhle engaqinile 0.0096	Negative engaqinile -0.0566
Answer 145	-	Omuhle engaqinile 0.0129	Omuhle engaqinile 0.0106	Omuhle engaqinile 0.0083	Omuhle engaqinile 0.0400	Omuhle engaqinile 0.0163	Omuhle engaqinile 0.0166	Negative engaqinile -0.0914
Answer 146	-	Omuhle engaqinile 0.0148	Omuhle engaqinile 0.0622	Negative engaqinile -0.0306	Negative engaqinile -0.0294	Omuhle engaqinile 0.0501	Negative engaqinile -0.0039	Negative engaqinile -0.0404
Answer 147	-	Omuhle engaqinile 0.0535	Omuhle engaqinile 0.0400	Omuhle engaqinile 0.0101	Negative engaqinile -0.0169	Negative engaqinile -0.0199	Negative engaqinile -0.0224	Negative engaqinile -0.0121
4) Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 148	-	Omuhle engaqinile 0.0173	Negative engaqinile -0.0780	Negative engaqinile -0.0080	Omuhle engaqinile 0.0097	Omuhle engaqinile 0.0223	Negative engaqinile -0.0637	Omuhle engaqinile 0.0683
Answer 149	-	Negative engaqinile -0.0647	Negative engaqinile -0.0769	Negative engaqinile -0.0370	Negative engaqinile -0.0025	Omuhle engaqinile 0.0722	Omuhle engaqinile 0.0214	Omuhle engaqinile 0.0363
Answer 150	-	Negative engaqinile -0.0314	Omuhle engaqinile 0.0663	Omuhle engaqinile 0.0108	Omuhle engaqinile 0.0137	Negative engaqinile -0.0077	Omuhle engaqinile 0.0385	Negative engaqinile -0.0709
Answer 151	-	Omuhle engaqinile 0.0788	Omuhle engaqinile 0.0682	Negative engaqinile -0.0249	Negative engaqinile -0.0057	Negative engaqinile -0.0582	Omuhle engaqinile 0.0152	Negative engaqinile -0.0209
Answer 152	-	Omuhle engaqinile 0.0411	Omuhle engaqinile 0.0724	Omuhle engaqinile 0.0497	Negative engaqinile -0.0216	Negative engaqinile -0.0543	Omuhle engaqinile 0.0346	Negative engaqinile -0.0733
Answer 153	-	Omuhle engaqinile 0.0364	Omuhle engaqinile 0.0570	Omuhle engaqinile 0.0721	Negative engaqinile -0.0219	Negative engaqinile -0.0813	Negative engaqinile -0.0094	Negative engaqinile -0.0142
Answer 154	-	Omuhle engaqinile 0.0019	Omuhle engaqinile 0.0997	Omuhle engaqinile 0.0378	Omuhle engaqinile 0.0027	Negative engaqinile -0.0474	Negative engaqinile -0.0156	Negative engaqinile -0.0380
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 155	-	Omuhle engaqinile 0.0373	Negative engaqinile -0.0365	Omuhle engaqinile 0.0272	Omuhle engaqinile 0.0160	Omuhle engaqinile 0.0358	Negative engaqinile -0.1013	Omuhle engaqinile 0.0089
Answer 156	-	Negative engaqinile -0.0306	Negative engaqinile -0.0536	Negative engaqinile -0.0441	Omuhle engaqinile 0.0011	Omuhle engaqinile 0.0517	Omuhle engaqinile 0.0202	Omuhle engaqinile 0.0292
Answer 157	-	Omuhle engaqinile 0.0048	Negative engaqinile -0.0362	Negative engaqinile -0.0315	Negative engaqinile -0.0106	Omuhle engaqinile 0.0180	Omuhle engaqinile 0.0526	Negative engaqinile -0.0061
Answer 158	-	Omuhle engaqinile 0.0035	Omuhle engaqinile 0.0410	Omuhle engaqinile 0.0066	Negative engaqinile -0.0113	Negative engaqinile -0.0583	Omuhle engaqinile 0.0413	Negative engaqinile -0.0016
Answer 159	-	Omuhle engaqinile 0.0111	Omuhle engaqinile 0.0790	Omuhle engaqinile 0.0340	Negative engaqinile -0.0085	Negative engaqinile -0.0471	Omuhle engaqinile 0.0134	Negative engaqinile -0.0474
Answer 160	-	Negative engaqinile -0.0165	Omuhle engaqinile 0.0940	Omuhle engaqinile 0.0304	Omuhle engaqinile 0.0201	Negative engaqinile -0.0789	Negative engaqinile -0.0063	Negative engaqinile -0.0155
Answer 161	-	Negative engaqinile -0.0354	Omuhle engaqinile 0.0459	Omuhle engaqinile 0.0339	Negative engaqinile -0.0167	Negative engaqinile -0.0247	Omuhle engaqinile 0.0138	Negative engaqinile -0.0060
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 162	-	Omuhle engaqinile 0.0360	Omuhle engaqinile 0.0710	Omuhle engaqinile 0.0380	Omuhle engaqinile 0.0009	Negative engaqinile -0.0525	Negative engaqinile -0.0382	Negative engaqinile -0.0152
Answer 163	-	Omuhle engaqinile 0.0235	Omuhle engaqinile 0.0936	Omuhle engaqinile 0.0277	Omuhle engaqinile 0.0037	Negative engaqinile -0.0417	Negative engaqinile -0.0006	Negative engaqinile -0.0579
Answer 164	-	Negative engaqinile -0.0098	Omuhle engaqinile 0.0172	Omuhle engaqinile 0.0025	Omuhle engaqinile 0.0201	Omuhle engaqinile 0.0241	Omuhle engaqinile 0.0099	Negative engaqinile -0.0583
Answer 165	-	Omuhle engaqinile 0.0376	Negative engaqinile -0.0057	Omuhle engaqinile 0.0017	Negative engaqinile -0.0406	Negative engaqinile -0.0012	Omuhle engaqinile 0.0021	Omuhle engaqinile 0.0141
Answer 166	-	Negative engaqinile -0.0108	Negative engaqinile -0.0019	Negative engaqinile -0.0334	Negative engaqinile -0.0169	Omuhle engaqinile 0.0279	Omuhle engaqinile 0.0634	Negative engaqinile -0.0286
Answer 167	-	Negative engaqinile -0.0028	Negative engaqinile -0.0455	Omuhle engaqinile 0.0128	Negative engaqinile -0.0355	Omuhle engaqinile 0.0072	Omuhle engaqinile 0.0191	Omuhle engaqinile 0.0297
Answer 168	-	Negative engaqinile -0.0491	Negative engaqinile -0.0891	Negative engaqinile -0.0389	Omuhle engaqinile 0.0500	Omuhle engaqinile 0.0257	Negative engaqinile -0.0424	Omuhle engaqinile 0.0831
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 169	-	Omuhle engaqinile 0.0197	Omuhle engaqinile 0.0923	Omuhle engaqinile 0.0210	Negative engaqinile -0.0739	Negative engaqinile -0.0113	Negative engaqinile -0.0118	Omuhle engaqinile 0.0067
Answer 170	-	Omuhle engaqinile 0.0365	Negative engaqinile -0.0059	Omuhle engaqinile 0.0102	Negative engaqinile -0.0839	Omuhle engaqinile 0.0201	Negative engaqinile -0.0055	Omuhle engaqinile 0.0414
Answer 171	-	Omuhle engaqinile 0.0264	Omuhle engaqinile 0.0417	Negative engaqinile -0.0106	Negative engaqinile -0.0776	Omuhle engaqinile 0.0208	Omuhle engaqinile 0.0480	Negative engaqinile -0.0163
Answer 172	-	Omuhle engaqinile 0.0645	Negative engaqinile -0.0116	Omuhle engaqinile 0.0122	Negative engaqinile -0.0641	Negative engaqinile -0.0048	Omuhle engaqinile 0.0035	Omuhle engaqinile 0.0159
Answer 173	-	Omuhle engaqinile 0.0051	Negative engaqinile -0.0223	Negative engaqinile -0.0264	Omuhle engaqinile 0.0221	Omuhle engaqinile 0.0134	Omuhle engaqinile 0.0198	Negative engaqinile -0.0197
Answer 174	-	Omuhle engaqinile 0.0040	Negative engaqinile -0.0213	Negative engaqinile -0.0208	Omuhle engaqinile 0.0162	Negative engaqinile -0.0267	Omuhle engaqinile 0.0498	Negative engaqinile -0.0056
Answer 175	-	Negative engaqinile -0.0977	Negative engaqinile -0.0338	Omuhle engaqinile 0.0144	Omuhle engaqinile 0.1563	Negative engaqinile -0.0031	Negative engaqinile -0.0762	Negative engaqinile -0.0129
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 176	-	Omuhle engaqinile 0.0030	Negative engaqinile -0.0584	Negative engaqinile -0.0165	Omuhle engaqinile 0.0209	Omuhle engaqinile 0.0688	Negative engaqinile -0.0428	Omuhle engaqinile 4.86E-5
Answer 177	-	Negative engaqinile -0.0210	Negative engaqinile -0.0380	Omuhle engaqinile 0.0114	Omuhle engaqinile 0.0133	Negative engaqinile -0.0220	Omuhle engaqinile 0.0372	Omuhle engaqinile 0.0032
Answer 178	-	Negative engaqinile -0.0084	Omuhle engaqinile 0.0460	Negative engaqinile -0.0112	Negative engaqinile -0.0227	Negative engaqinile -0.0234	Omuhle engaqinile 0.0555	Negative engaqinile -0.0193
Answer 179	-	Omuhle engaqinile 0.0321	Omuhle engaqinile 0.0467	Omuhle engaqinile 0.0012	Omuhle engaqinile 0.0015	Negative engaqinile -0.0563	Negative engaqinile -0.0179	Omuhle engaqinile 0.0135
Answer 180	-	Omuhle engaqinile 0.0195	Omuhle engaqinile 0.0072	Negative engaqinile -0.0176	Negative engaqinile -0.0399	Omuhle engaqinile 0.0272	Negative engaqinile -0.0002	Omuhle engaqinile 0.0164
Answer 181	-	Negative engaqinile -0.0136	Omuhle engaqinile 0.1003	Omuhle engaqinile 0.0119	Omuhle engaqinile 0.0265	Omuhle engaqinile 0.0058	Negative engaqinile -0.0486	Negative engaqinile -0.0523
Answer 182	-	Omuhle engaqinile 0.0104	Omuhle engaqinile 0.0191	Omuhle engaqinile 0.0454	Negative engaqinile -0.0525	Negative engaqinile -0.0571	Omuhle engaqinile 0.0037	Omuhle engaqinile 0.0457
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 183	-	Omuhle engaqinile 0.0695	Omuhle engaqinile 0.0849	Omuhle engaqinile 0.0046	Negative engaqinile -0.0404	Omuhle engaqinile 0.0380	Negative engaqinile -0.0438	Negative engaqinile -0.0598
Answer 184	-	Omuhle engaqinile 0.0123	Omuhle engaqinile 0.0234	Omuhle engaqinile 0.0233	Negative engaqinile -0.0491	Negative engaqinile -0.0121	Omuhle engaqinile 0.0507	Negative engaqinile -0.0255
Answer 185	-	Omuhle engaqinile 0.0220	Negative engaqinile -0.0364	Negative engaqinile -0.0484	Omuhle engaqinile 0.0065	Negative engaqinile -0.0230	Omuhle engaqinile 0.0692	Omuhle engaqinile 0.0027
Answer 186	-	Omuhle engaqinile 0.0043	Omuhle engaqinile 0.0412	Omuhle engaqinile 0.0055	Negative engaqinile -0.0200	Negative engaqinile -0.0475	Omuhle engaqinile 0.0110	Omuhle engaqinile 0.0237
Answer 187	-	Negative engaqinile -0.0044	Negative engaqinile -0.0038	Omuhle engaqinile 0.0070	Negative engaqinile -0.0319	Omuhle engaqinile 0.0074	Omuhle engaqinile 0.0652	Negative engaqinile -0.0285
Answer 188	-	Negative engaqinile -0.0078	Negative engaqinile -0.0317	Omuhle engaqinile 0.0012	Omuhle engaqinile 0.0233	Omuhle engaqinile 0.0270	Negative engaqinile -0.0217	Negative engaqinile -0.0065
Answer 189	-	Negative engaqinile -0.0697	Negative engaqinile -0.0520	Omuhle engaqinile 0.0056	Omuhle engaqinile 0.0724	Omuhle engaqinile 0.0026	Negative engaqinile -0.0799	Omuhle engaqinile 0.0657
Ubudlelwano obuhle nabanye (uvumelana noma ungavumelani malini?)
Answer 190	-	Omuhle engaqinile 0.0086	Negative engaqinile -0.0655	Negative engaqinile -0.0349	Omuhle engaqinile 0.0264	Omuhle engaqinile 0.0695	Negative engaqinile -0.0614	Omuhle engaqinile 0.0268
Answer 191	-	Negative engaqinile -0.0367	Negative engaqinile -0.0163	Omuhle engaqinile 0.0139	Omuhle engaqinile 0.0070	Negative engaqinile -0.0174	Omuhle engaqinile 0.0639	Negative engaqinile -0.0259
Answer 192	-	Negative engaqinile -0.0284	Omuhle engaqinile 0.0288	Omuhle engaqinile 0.0261	Negative engaqinile -0.0135	Negative engaqinile -0.0345	Omuhle engaqinile 0.0422	Negative engaqinile -0.0114
Answer 193	-	Omuhle engaqinile 0.0651	Omuhle engaqinile 0.0795	Omuhle engaqinile 0.0060	Negative engaqinile -0.0138	Negative engaqinile -0.0583	Negative engaqinile -0.0121	Negative engaqinile -0.0143
Answer 194	-	Omuhle engaqinile 0.0042	Omuhle engaqinile 0.0349	Negative engaqinile -0.0296	Negative engaqinile -0.0146	Negative engaqinile -0.0052	Omuhle engaqinile 0.0329	Negative engaqinile -0.0081
Answer 195	-	Omuhle engaqinile 0.0224	Omuhle engaqinile 0.0378	Omuhle engaqinile 0.0080	Negative engaqinile -0.0096	Negative engaqinile -0.0057	Negative engaqinile -0.0483	Omuhle engaqinile 0.0111
Answer 196	-	Omuhle engaqinile 0.0043	Omuhle engaqinile 0.0180	Omuhle engaqinile 0.0505	Negative engaqinile -0.0444	Negative engaqinile -0.0226	Negative engaqinile -0.0271	Omuhle engaqinile 0.0296
5) Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 197	-	Negative engaqinile -0.0433	Negative engaqinile -0.0396	Omuhle engaqinile 0.0303	Omuhle engaqinile 0.1875	Negative engaqinile -0.0615	Negative engaqinile -0.1357	Omuhle engaqinile 0.0124
Answer 198	-	Negative engaqinile -0.0042	Negative engaqinile -0.0038	Negative engaqinile -0.0330	Negative engaqinile -0.0471	Omuhle engaqinile 0.0195	Omuhle engaqinile 0.0692	Omuhle engaqinile 0.0026
Answer 199	-	Omuhle engaqinile 0.0197	Negative engaqinile -0.0215	Omuhle engaqinile 0.0207	Negative engaqinile -0.1184	Omuhle engaqinile 0.0763	Omuhle engaqinile 0.0545	Negative engaqinile -0.0181
Answer 200	-	Omuhle engaqinile 0.0605	Omuhle engaqinile 0.0628	Negative engaqinile -0.0364	Negative engaqinile -0.0855	Negative engaqinile -0.0114	Omuhle engaqinile 0.0380	Omuhle engaqinile 0.0195
Answer 201	-	Omuhle engaqinile 0.0065	Omuhle engaqinile 0.0051	Omuhle engaqinile 0.0108	Negative engaqinile -0.0458	Negative engaqinile -0.0163	Omuhle engaqinile 0.0525	Omuhle engaqinile 0.0012
Answer 202	-	Negative engaqinile -0.0080	Omuhle engaqinile 0.0106	Negative engaqinile -0.0192	Negative engaqinile -0.0128	Omuhle engaqinile 0.0352	Omuhle engaqinile 0.0123	Negative engaqinile -0.0174
Answer 203	-	Omuhle engaqinile 0.0322	Omuhle engaqinile 0.1156	Omuhle engaqinile 0.0154	Negative engaqinile -0.0530	Negative engaqinile -0.0188	Omuhle engaqinile 0.0037	Negative engaqinile -0.0365
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 204	-	Omuhle engaqinile 0.0749	Omuhle engaqinile 0.0547	Negative engaqinile -0.0170	Negative engaqinile -0.1152	Omuhle engaqinile 0.0235	Omuhle engaqinile 0.0020	Omuhle engaqinile 0.0209
Answer 205	-	Omuhle engaqinile 0.0739	Omuhle engaqinile 0.0427	Negative engaqinile -0.0185	Negative engaqinile -0.1672	Omuhle engaqinile 0.0266	Omuhle engaqinile 0.0073	Omuhle engaqinile 0.0773
Answer 206	-	Negative engaqinile -0.0061	Negative engaqinile -0.0216	Negative engaqinile -0.0109	Negative engaqinile -0.0582	Omuhle engaqinile 0.0357	Omuhle engaqinile 0.0307	Omuhle engaqinile 0.0242
Answer 207	-	Omuhle engaqinile 0.0121	Omuhle engaqinile 0.0124	Negative engaqinile -0.0084	Negative engaqinile -0.0264	Negative engaqinile -0.0295	Omuhle engaqinile 0.0047	Omuhle engaqinile 0.0416
Answer 208	-	Negative engaqinile -0.0038	Negative engaqinile -0.0102	Negative engaqinile -0.0200	Omuhle engaqinile 0.0130	Omuhle engaqinile 0.0085	Omuhle engaqinile 0.0541	Negative engaqinile -0.0420
Answer 209	-	Negative engaqinile -0.0422	Negative engaqinile -0.0846	Omuhle engaqinile 0.0027	Omuhle engaqinile 0.0383	Omuhle engaqinile 0.0058	Omuhle engaqinile 0.0365	Omuhle engaqinile 0.0031
Answer 210	-	Negative engaqinile -0.0472	Omuhle engaqinile 0.0339	Omuhle engaqinile 0.0450	Omuhle engaqinile 0.1763	Negative engaqinile -0.0458	Negative engaqinile -0.1005	Negative engaqinile -0.0742
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 211	-	Negative engaqinile -0.0407	Negative engaqinile -0.0551	Omuhle engaqinile 0.0735	Omuhle engaqinile 0.1027	Negative engaqinile -0.0488	Negative engaqinile -0.1345	Omuhle engaqinile 0.0554
Answer 212	-	Negative engaqinile -0.0425	Negative engaqinile -0.0120	Negative engaqinile -0.0213	Omuhle engaqinile 0.0259	Negative engaqinile -0.0203	Omuhle engaqinile 0.0470	Omuhle engaqinile 0.0051
Answer 213	-	Omuhle engaqinile 0.0231	Omuhle engaqinile 0.0088	Negative engaqinile -0.0202	Negative engaqinile -0.0868	Omuhle engaqinile 0.0425	Omuhle engaqinile 0.0426	Omuhle engaqinile 0.0068
Answer 214	-	Omuhle engaqinile 0.0536	Omuhle engaqinile 0.0560	Negative engaqinile -0.0657	Negative engaqinile -0.0255	Omuhle engaqinile 0.0246	Omuhle engaqinile 0.0060	Negative engaqinile -0.0135
Answer 215	-	Omuhle engaqinile 0.0449	Omuhle engaqinile 0.0317	Negative engaqinile -0.0039	Negative engaqinile -0.0471	Omuhle engaqinile 0.0272	Omuhle engaqinile 0.0510	Negative engaqinile -0.0674
Answer 216	-	Omuhle engaqinile 0.0152	Omuhle engaqinile 0.0171	Omuhle engaqinile 0.0033	Negative engaqinile -0.0171	Omuhle engaqinile 0.0123	Omuhle engaqinile 0.0443	Negative engaqinile -0.0548
Answer 217	-	Omuhle engaqinile 0.0255	Omuhle engaqinile 0.0253	Negative engaqinile -0.0110	Negative engaqinile -0.0673	Omuhle engaqinile 0.0216	Omuhle engaqinile 0.0510	Negative engaqinile -0.0196
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 218	-	Negative engaqinile -0.0622	Negative engaqinile -0.0543	Omuhle engaqinile 0.0909	Omuhle engaqinile 0.1321	Negative engaqinile -0.0522	Negative engaqinile -0.0896	Negative engaqinile -0.0127
Answer 219	-	Negative engaqinile -0.0204	Omuhle engaqinile 0.0194	Negative engaqinile -0.0408	Negative engaqinile -0.0245	Omuhle engaqinile 0.0003	Omuhle engaqinile 0.0296	Omuhle engaqinile 0.0362
Answer 220	-	Negative engaqinile -0.0007	Omuhle engaqinile 0.0087	Negative engaqinile -0.0032	Omuhle engaqinile 0.0023	Negative engaqinile -0.0091	Omuhle engaqinile 0.0330	Negative engaqinile -0.0259
Answer 221	-	Omuhle engaqinile 0.0639	Omuhle engaqinile 0.0275	Negative engaqinile -0.0371	Negative engaqinile -0.0732	Omuhle engaqinile 0.0334	Omuhle engaqinile 0.0055	Omuhle engaqinile 0.0132
Answer 222	-	Omuhle engaqinile 0.0471	Omuhle engaqinile 0.0117	Omuhle engaqinile 0.0023	Negative engaqinile -0.0970	Omuhle engaqinile 0.0392	Omuhle engaqinile 0.0538	Negative engaqinile -0.0258
Answer 223	-	Omuhle engaqinile 0.0077	Negative engaqinile -0.0150	Negative engaqinile -0.0398	Negative engaqinile -0.0033	Omuhle engaqinile 0.0337	Omuhle engaqinile 0.0278	Negative engaqinile -0.0123
Answer 224	-	Omuhle engaqinile 0.0241	Omuhle engaqinile 0.0356	Negative engaqinile -0.0298	Negative engaqinile -0.0298	Negative engaqinile -0.0001	Negative engaqinile -0.0054	Omuhle engaqinile 0.0231
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 225	-	Omuhle engaqinile 0.0473	Omuhle engaqinile 0.0807	Omuhle engaqinile 0.0138	Negative engaqinile -0.0606	Omuhle engaqinile 0.0021	Negative engaqinile -0.0019	Negative engaqinile -0.0318
Answer 226	-	Omuhle engaqinile 0.0902	Omuhle engaqinile 0.0398	Omuhle engaqinile 0.0004	Negative engaqinile -0.0518	Omuhle engaqinile 0.0384	Negative engaqinile -0.0101	Negative engaqinile -0.0589
Answer 227	-	Negative engaqinile -0.0315	Negative engaqinile -0.0017	Negative engaqinile -0.0351	Negative engaqinile -0.0319	Omuhle engaqinile 0.0386	Omuhle engaqinile 0.0507	Omuhle engaqinile 0.0006
Answer 228	-	Omuhle engaqinile 0.0053	Omuhle engaqinile 0.0344	Negative engaqinile -0.0032	Negative engaqinile -0.0034	Negative engaqinile -0.0230	Omuhle engaqinile 0.0352	Negative engaqinile -0.0244
Answer 229	-	Omuhle engaqinile 0.0095	Negative engaqinile -0.0137	Negative engaqinile -0.0113	Negative engaqinile -0.0127	Negative engaqinile -0.0408	Omuhle engaqinile 0.0380	Omuhle engaqinile 0.0318
Answer 230	-	Negative engaqinile -0.0245	Negative engaqinile -0.0487	Negative engaqinile -0.0090	Omuhle engaqinile 0.0326	Omuhle engaqinile 0.0215	Omuhle engaqinile 0.0314	Negative engaqinile -0.0266
Answer 231	-	Negative engaqinile -0.0571	Negative engaqinile -0.0441	Omuhle engaqinile 0.0334	Omuhle engaqinile 0.0763	Negative engaqinile -0.0352	Negative engaqinile -0.0997	Omuhle engaqinile 0.0777
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 232	-	Omuhle engaqinile 0.0208	Omuhle engaqinile 0.0306	Omuhle engaqinile 0.0213	Negative engaqinile -0.0275	Negative engaqinile -0.0136	Negative engaqinile -0.0077	Negative engaqinile -0.0052
Answer 233	-	Omuhle engaqinile 0.0003	Omuhle engaqinile 0.0340	Omuhle engaqinile 0.0087	Negative engaqinile -0.0016	Negative engaqinile -0.0254	Negative engaqinile -0.0124	Omuhle engaqinile 0.0117
Answer 234	-	Omuhle engaqinile 0.0128	Negative engaqinile -0.0458	Omuhle engaqinile 0.0056	Negative engaqinile -0.0360	Negative engaqinile -0.0161	Negative engaqinile -0.0085	Omuhle engaqinile 0.0720
Answer 235	-	Omuhle engaqinile 0.0195	Omuhle engaqinile 0.0672	Omuhle engaqinile 0.0322	Negative engaqinile -0.0081	Negative engaqinile -0.0073	Negative engaqinile -0.0385	Negative engaqinile -0.0357
Answer 236	-	Negative engaqinile -0.0208	Omuhle engaqinile 0.0488	Negative engaqinile -0.0465	Negative engaqinile -0.0018	Omuhle engaqinile 0.0065	Omuhle engaqinile 0.0557	Negative engaqinile -0.0305
Answer 237	-	Negative engaqinile -0.0427	Negative engaqinile -0.0354	Negative engaqinile -0.0403	Omuhle engaqinile 0.0244	Omuhle engaqinile 0.0539	Omuhle engaqinile 0.0247	Negative engaqinile -0.0139
Answer 238	-	Omuhle engaqinile 0.0146	Negative engaqinile -0.0474	Omuhle engaqinile 0.0178	Omuhle engaqinile 0.0191	Negative engaqinile -0.0109	Negative engaqinile -0.0099	Omuhle engaqinile 0.0066
Injongo Empilweni (Uvumelana noma uvumelana kangakanani noma awuvumelani?)
Answer 239	-	Negative engaqinile -0.0028	Omuhle engaqinile 0.0890	Omuhle engaqinile 0.0386	Negative engaqinile -0.0095	Negative engaqinile -0.0045	Negative engaqinile -0.0119	Negative engaqinile -0.0627
Answer 240	-	Omuhle engaqinile 0.0905	Negative engaqinile -0.0068	Omuhle engaqinile 0.0213	Negative engaqinile -0.0221	Negative engaqinile -0.0259	Omuhle engaqinile 0.0260	Negative engaqinile -0.0473
Answer 241	-	Negative engaqinile -0.0084	Omuhle engaqinile 0.0261	Negative engaqinile -0.0260	Negative engaqinile -0.0007	Omuhle engaqinile 0.0483	Omuhle engaqinile 0.0405	Negative engaqinile -0.0691
Answer 242	-	Omuhle engaqinile 0.0328	Omuhle engaqinile 0.0327	Negative engaqinile -0.0344	Negative engaqinile -0.0275	Negative engaqinile -0.0593	Omuhle engaqinile 0.0341	Omuhle engaqinile 0.0448
Answer 243	-	Negative engaqinile -0.0438	Omuhle engaqinile 0.0006	Negative engaqinile -0.0445	Omuhle engaqinile 0.0353	Omuhle engaqinile 0.0300	Omuhle engaqinile 0.0142	Negative engaqinile -0.0113
Answer 244	-	Negative engaqinile -0.0470	Negative engaqinile -0.0766	Omuhle engaqinile 0.0149	Negative engaqinile -0.0201	Omuhle engaqinile 0.0198	Negative engaqinile -0.0068	Omuhle engaqinile 0.0712
Answer 245	-	Negative engaqinile -0.0185	Negative engaqinile -0.0329	Omuhle engaqinile 0.0258	Omuhle engaqinile 0.0375	Negative engaqinile -0.0115	Negative engaqinile -0.0794	Omuhle engaqinile 0.0522
6) Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 246	-	Omuhle engaqinile 0.0314	Omuhle engaqinile 0.1188	Omuhle engaqinile 0.0042	Negative engaqinile -0.0442	Omuhle engaqinile 0.0116	Negative engaqinile -0.0202	Negative engaqinile -0.0459
Answer 247	-	Omuhle engaqinile 0.0257	Omuhle engaqinile 0.0541	Omuhle engaqinile 0.0343	Negative engaqinile -0.0076	Negative engaqinile -0.0598	Omuhle engaqinile 0.0799	Negative engaqinile -0.0827
Answer 248	-	Omuhle engaqinile 0.0213	Negative engaqinile -0.0183	Negative engaqinile -0.0059	Omuhle engaqinile 0.0230	Omuhle engaqinile 0.0575	Negative engaqinile -0.0130	Negative engaqinile -0.0654
Answer 249	-	Omuhle engaqinile 0.0052	Negative engaqinile -0.0064	Negative engaqinile -0.0433	Negative engaqinile -0.0053	Negative engaqinile -0.0250	Omuhle engaqinile 0.0027	Omuhle engaqinile 0.0658
Answer 250	-	Negative engaqinile -0.0176	Omuhle engaqinile 0.0159	Negative engaqinile -0.0044	Omuhle engaqinile 0.0006	Negative engaqinile -0.0223	Omuhle engaqinile 0.0303	Negative engaqinile -0.0016
Answer 251	-	Negative engaqinile -0.0120	Negative engaqinile -0.0681	Negative engaqinile -0.0191	Omuhle engaqinile 0.0144	Omuhle engaqinile 0.0100	Omuhle engaqinile 0.0446	Omuhle engaqinile 0.0044
Answer 252	-	Negative engaqinile -0.0409	Negative engaqinile -0.0531	Omuhle engaqinile 0.0222	Omuhle engaqinile 0.0061	Omuhle engaqinile 0.0153	Negative engaqinile -0.1012	Omuhle engaqinile 0.1063
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 253	-	Negative engaqinile -0.0561	Negative engaqinile -0.0532	Omuhle engaqinile 0.0491	Omuhle engaqinile 0.0260	Negative engaqinile -0.0023	Negative engaqinile -0.1150	Omuhle engaqinile 0.1011
Answer 254	-	Negative engaqinile -0.0249	Negative engaqinile -0.0558	Negative engaqinile -0.0235	Omuhle engaqinile 0.0083	Omuhle engaqinile 0.0235	Omuhle engaqinile 0.0454	Omuhle engaqinile 0.0011
Answer 255	-	Omuhle engaqinile 0.0199	Negative engaqinile -0.0208	Negative engaqinile -0.0489	Negative engaqinile -0.0515	Omuhle engaqinile 0.0243	Omuhle engaqinile 0.0820	Negative engaqinile -0.0001
Answer 256	-	Omuhle engaqinile 0.0283	Omuhle engaqinile 0.0391	Negative engaqinile -0.0245	Negative engaqinile -0.0223	Negative engaqinile -0.0192	Omuhle engaqinile 0.0413	Negative engaqinile -0.0150
Answer 257	-	Omuhle engaqinile 0.0617	Omuhle engaqinile 0.0505	Negative engaqinile -0.0097	Omuhle engaqinile 0.0312	Omuhle engaqinile 0.0066	Negative engaqinile -0.0212	Negative engaqinile -0.0806
Answer 258	-	Negative engaqinile -0.0121	Omuhle engaqinile 0.0536	Omuhle engaqinile 0.0345	Omuhle engaqinile 0.0435	Negative engaqinile -0.0657	Omuhle engaqinile 0.0055	Negative engaqinile -0.0400
Answer 259	-	Omuhle engaqinile 0.0504	Omuhle engaqinile 0.1038	Omuhle engaqinile 0.0324	Negative engaqinile -0.0597	Omuhle engaqinile 0.0138	Negative engaqinile -0.0303	Negative engaqinile -0.0550
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 260	-	Omuhle engaqinile 0.0674	Omuhle engaqinile 0.0896	Omuhle engaqinile 0.0284	Negative engaqinile -0.0809	Omuhle engaqinile 0.0299	Negative engaqinile -0.0111	Negative engaqinile -0.0627
Answer 261	-	Negative engaqinile -0.0140	Omuhle engaqinile 0.0533	Negative engaqinile -0.0312	Omuhle engaqinile 0.0057	Negative engaqinile -0.0069	Omuhle engaqinile 0.0421	Negative engaqinile -0.0317
Answer 262	-	Omuhle engaqinile 0.0566	Omuhle engaqinile 0.0047	Negative engaqinile -0.0178	Omuhle engaqinile 0.0196	Omuhle engaqinile 0.0552	Negative engaqinile -0.0174	Negative engaqinile -0.0784
Answer 263	-	Negative engaqinile -0.0081	Negative engaqinile -0.0126	Negative engaqinile -0.0258	Negative engaqinile -0.0016	Negative engaqinile -0.0216	Omuhle engaqinile 0.0152	Omuhle engaqinile 0.0440
Answer 264	-	Omuhle engaqinile 0.0091	Negative engaqinile -0.0048	Omuhle engaqinile 0.0098	Negative engaqinile -0.0090	Negative engaqinile -0.0637	Omuhle engaqinile 0.0498	Omuhle engaqinile 0.0166
Answer 265	-	Negative engaqinile -0.0277	Negative engaqinile -0.0734	Omuhle engaqinile 0.0048	Negative engaqinile -0.0114	Negative engaqinile -0.0151	Omuhle engaqinile 0.0955	Omuhle engaqinile 0.0053
Answer 266	-	Negative engaqinile -0.0608	Negative engaqinile -0.0431	Omuhle engaqinile 0.0306	Omuhle engaqinile 0.0569	Omuhle engaqinile 0.0100	Negative engaqinile -0.1427	Omuhle engaqinile 0.0911
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 267	-	Negative engaqinile -0.0481	Negative engaqinile -0.0229	Omuhle engaqinile 0.0433	Omuhle engaqinile 0.0965	Negative engaqinile -0.0412	Negative engaqinile -0.1391	Omuhle engaqinile 0.0689
Answer 268	-	Negative engaqinile -0.0145	Negative engaqinile -0.0477	Negative engaqinile -0.0047	Negative engaqinile -0.0150	Negative engaqinile -0.0107	Omuhle engaqinile 0.0680	Omuhle engaqinile 0.0105
Answer 269	-	Omuhle engaqinile 0.0051	Negative engaqinile -0.0091	Negative engaqinile -0.0269	Omuhle engaqinile 0.0029	Omuhle engaqinile 0.0210	Negative engaqinile -0.0013	Omuhle engaqinile 0.0024
Answer 270	-	Omuhle engaqinile 0.0025	Omuhle engaqinile 0.0610	Negative engaqinile -0.0513	Negative engaqinile -0.0392	Omuhle engaqinile 0.0196	Omuhle engaqinile 0.0648	Negative engaqinile -0.0316
Answer 271	-	Omuhle engaqinile 0.0547	Negative engaqinile -0.0004	Negative engaqinile -0.0123	Negative engaqinile -0.0482	Omuhle engaqinile 0.0239	Omuhle engaqinile 0.0688	Negative engaqinile -0.0548
Answer 272	-	Omuhle engaqinile 0.0440	Omuhle engaqinile 0.0532	Omuhle engaqinile 0.0103	Negative engaqinile -0.0381	Negative engaqinile -0.0099	Omuhle engaqinile 0.0532	Negative engaqinile -0.0666
Answer 273	-	Omuhle engaqinile 0.0326	Omuhle engaqinile 0.0683	Omuhle engaqinile 0.0310	Negative engaqinile -0.0714	Omuhle engaqinile 0.0568	Negative engaqinile -0.0563	Negative engaqinile -0.0249
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 274	-	Negative engaqinile -0.0050	Omuhle engaqinile 0.0046	Omuhle engaqinile 0.0468	Omuhle engaqinile 0.0630	Negative engaqinile -0.0530	Negative engaqinile -0.1249	Omuhle engaqinile 0.0527
Answer 275	-	Negative engaqinile -0.0080	Negative engaqinile -0.0333	Omuhle engaqinile 0.0193	Omuhle engaqinile 0.0037	Negative engaqinile -0.0274	Omuhle engaqinile 0.0402	Negative engaqinile -0.0002
Answer 276	-	Negative engaqinile -0.0048	Negative engaqinile -0.0362	Negative engaqinile -0.0076	Omuhle engaqinile 0.0175	Negative engaqinile -0.0037	Omuhle engaqinile 0.0144	Omuhle engaqinile 0.0034
Answer 277	-	Negative engaqinile -0.0201	Negative engaqinile -0.0064	Negative engaqinile -0.0654	Negative engaqinile -0.0403	Omuhle engaqinile 0.0613	Omuhle engaqinile 0.0450	Omuhle engaqinile 0.0169
Answer 278	-	Omuhle engaqinile 0.0146	Omuhle engaqinile 0.0202	Negative engaqinile -0.0145	Negative engaqinile -0.0146	Omuhle engaqinile 0.0274	Omuhle engaqinile 0.0595	Negative engaqinile -0.0713
Answer 279	-	Omuhle engaqinile 0.0343	Omuhle engaqinile 0.0354	Omuhle engaqinile 0.0070	Negative engaqinile -0.0465	Negative engaqinile -0.0150	Omuhle engaqinile 0.0272	Negative engaqinile -0.0118
Answer 280	-	Omuhle engaqinile 0.0183	Omuhle engaqinile 0.0754	Omuhle engaqinile 0.0081	Negative engaqinile -0.0240	Omuhle engaqinile 0.0463	Negative engaqinile -0.0387	Negative engaqinile -0.0527
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 281	-	Omuhle engaqinile 0.0504	Omuhle engaqinile 0.0815	Omuhle engaqinile 0.0571	Negative engaqinile -0.0482	Omuhle engaqinile 0.0025	Negative engaqinile -0.0326	Negative engaqinile -0.0609
Answer 282	-	Omuhle engaqinile 0.0954	Omuhle engaqinile 0.0346	Negative engaqinile -0.0206	Negative engaqinile -0.0288	Negative engaqinile -0.0007	Omuhle engaqinile 0.0152	Negative engaqinile -0.0471
Answer 283	-	Omuhle engaqinile 0.0096	Omuhle engaqinile 0.0321	Negative engaqinile -0.0066	Omuhle engaqinile 0.0349	Omuhle engaqinile 0.0221	Omuhle engaqinile 0.0134	Negative engaqinile -0.0857
Answer 284	-	Negative engaqinile -0.0030	Omuhle engaqinile 0.0060	Negative engaqinile -0.0332	Negative engaqinile -0.0180	Negative engaqinile -0.0006	Omuhle engaqinile 0.0685	Negative engaqinile -0.0141
Answer 285	-	Negative engaqinile -0.0266	Negative engaqinile -0.0425	Omuhle engaqinile 0.0245	Omuhle engaqinile 0.0278	Negative engaqinile -0.0572	Omuhle engaqinile 0.0121	Omuhle engaqinile 0.0370
Answer 286	-	Negative engaqinile -0.0739	Negative engaqinile -0.0273	Negative engaqinile -0.0525	Omuhle engaqinile 0.0210	Omuhle engaqinile 0.0214	Omuhle engaqinile 0.0402	Omuhle engaqinile 0.0365
Answer 287	-	Negative engaqinile -0.0396	Negative engaqinile -0.0673	Omuhle engaqinile 0.0437	Omuhle engaqinile 0.0101	Omuhle engaqinile 0.0036	Negative engaqinile -0.1137	Omuhle engaqinile 0.1116
Ukwamukela (Ngabe uvumelana noma ungavumelani kangakanani?)
Answer 288	-	Negative engaqinile -0.0436	Omuhle engaqinile 0.0173	Omuhle engaqinile 0.0523	Omuhle engaqinile 0.0506	Negative engaqinile -0.0428	Negative engaqinile -0.1162	Omuhle engaqinile 0.0597
Answer 289	-	Omuhle engaqinile 0.0060	Negative engaqinile -0.0840	Negative engaqinile -0.0249	Negative engaqinile -0.0131	Omuhle engaqinile 0.0202	Omuhle engaqinile 0.0643	Omuhle engaqinile 0.0085
Answer 290	-	Negative engaqinile -0.0345	Negative engaqinile -0.0034	Negative engaqinile -0.0179	Negative engaqinile -0.0108	Omuhle engaqinile 0.0266	Omuhle engaqinile 0.0544	Negative engaqinile -0.0217
Answer 291	-	Omuhle engaqinile 0.0877	Omuhle engaqinile 0.0358	Negative engaqinile -0.0321	Negative engaqinile -0.0367	Negative engaqinile -0.0223	Omuhle engaqinile 0.0373	Negative engaqinile -0.0202
Answer 292	-	Omuhle engaqinile 0.0238	Omuhle engaqinile 0.0295	Negative engaqinile -0.0190	Negative engaqinile -0.0037	Omuhle engaqinile 0.0408	Omuhle engaqinile 0.0119	Negative engaqinile -0.0625
Answer 293	-	Omuhle engaqinile 0.0179	Omuhle engaqinile 0.0443	Omuhle engaqinile 0.0148	Omuhle engaqinile 0.0024	Omuhle engaqinile 0.0080	Negative engaqinile -0.0157	Negative engaqinile -0.0506
Answer 294	-	Omuhle engaqinile 0.0223	Omuhle engaqinile 0.1321	Omuhle engaqinile 0.0106	Negative engaqinile -0.0704	Omuhle engaqinile 0.0003	Negative engaqinile -0.0029	Negative engaqinile -0.0298

Thekelisa MS Excel

Lokhu kusebenza kuzotholakala kumavoti akho e-VUCA

Kulungile

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

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.

Lokhu okuthunyelwe kunayo 0 Ukulayisana

Phendula ku

Khansela impendulo

Shiya umbono wakho