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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 86453 results from 171 countries, results clustered into 7998 unique motivational patterns.

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

Possible Connections Between the Systems

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

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

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

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

Potential benefits:

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

Limitations:

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

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

The SDTEST^® V.U.C.A. poll designer

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

Create and share your Poll (MBTI^®)

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

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

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

Poll results and their analysis

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

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

Ustawi wa kisaikolojia

chati Uwiano

VUCA

Muhimu thamani ya mgawo uwiano

Usambazaji wa kawaida, na William Sealy Gosset (Mwanafunzi) r = 0.0482

Usambazaji usio wa kawaida, na Spearman r = 0.002

Onyesha matokeo tu > r = 0.0482

Usambazaji	Sio kawaida	Kawaida	Sio kawaida	Kawaida	Kawaida	Kawaida	Kawaida	Kawaida
Maswali yote Maswali yote 1) Uhuru (unakubali au haukubaliani?) 2) Matunzio ya Mazingira (Je! Unakubali au haukubaliani?) 3) Ukuaji wa kibinafsi (unakubali au haukubaliani?) 4) Mahusiano mazuri na wengine (unakubali au haukubaliani?) 5) Kusudi maishani (unakubali au haukubaliani?) 6) Kukubali mwenyewe (unakubali au haukubaliani?)
1) Uhuru (unakubali au haukubaliani?)
Answer 1	-	Hasi dhaifu -0.0552	Chanya dhaifu 0.0695	Hasi dhaifu -0.0367	Chanya dhaifu 0.0386	Hasi dhaifu -0.0498	Hasi dhaifu -0.0118	Chanya dhaifu 0.0469
Answer 2	-	Hasi dhaifu -0.0277	Hasi dhaifu -0.0278	Chanya dhaifu 0.0155	Chanya dhaifu 0.0293	Hasi dhaifu -0.0025	Hasi dhaifu -0.0287	Chanya dhaifu 0.0193
Answer 3	-	Chanya dhaifu 0.0437	Hasi dhaifu -0.0309	Chanya dhaifu 0.0186	Hasi dhaifu -0.0326	Chanya dhaifu 0.0079	Chanya dhaifu 0.0431	Hasi dhaifu -0.0369
Answer 4	-	Chanya dhaifu 0.0410	Hasi dhaifu -0.0145	Chanya dhaifu 0.0240	Chanya dhaifu 0.0016	Hasi dhaifu -0.0139	Hasi dhaifu -0.0543	Chanya dhaifu 0.0170
Answer 5	-	Hasi dhaifu -0.0051	Hasi dhaifu -0.0126	Hasi dhaifu -0.0129	Hasi dhaifu -0.0211	Chanya dhaifu 0.0745	Chanya dhaifu 0.0497	Hasi dhaifu -0.0724
Answer 6	-	Chanya dhaifu 0.0608	Hasi dhaifu -0.0335	Chanya dhaifu 0.0386	Hasi dhaifu -0.0277	Chanya dhaifu 0.0103	Hasi dhaifu -0.0069	Hasi dhaifu -0.0276
Answer 7	-	Chanya dhaifu 0.0295	Chanya dhaifu 0.0225	Hasi dhaifu -0.0346	Hasi dhaifu -0.0619	Chanya dhaifu 0.0283	Chanya dhaifu 0.0226	Chanya dhaifu 0.0085
Uhuru (unakubali au haukubaliani?)
Answer 8	-	Chanya dhaifu 0.0031	Chanya dhaifu 0.0337	Chanya dhaifu 0.0291	Hasi dhaifu -0.0239	Hasi dhaifu -0.0383	Hasi dhaifu -0.0865	Chanya dhaifu 0.0868
Answer 9	-	Hasi dhaifu -0.0566	Hasi dhaifu -0.0039	Chanya dhaifu 0.0113	Chanya dhaifu 0.0467	Hasi dhaifu -0.0119	Chanya dhaifu 0.0091	Hasi dhaifu -0.0133
Answer 10	-	Hasi dhaifu -0.0464	Hasi dhaifu -0.0393	Hasi dhaifu -0.0489	Chanya dhaifu 0.0021	Chanya dhaifu 0.0135	Chanya dhaifu 0.0645	Chanya dhaifu 0.0261
Answer 11	-	Chanya dhaifu 0.0379	Chanya dhaifu 0.0282	Chanya dhaifu 0.0135	Hasi dhaifu -0.0015	Hasi dhaifu -0.0308	Chanya dhaifu 0.0135	Hasi dhaifu -0.0366
Answer 12	-	Chanya dhaifu 0.0424	Chanya dhaifu 0.0015	Hasi dhaifu -0.0346	Chanya dhaifu 0.0154	Chanya dhaifu 0.0489	Chanya dhaifu 0.0186	Hasi dhaifu -0.0753
Answer 13	-	Chanya dhaifu 0.0578	Hasi dhaifu -0.0355	Chanya dhaifu 0.0355	Hasi dhaifu -0.0584	Chanya dhaifu 0.0324	Hasi dhaifu -0.0027	Hasi dhaifu -0.0168
Answer 14	-	Chanya dhaifu 0.0468	Chanya dhaifu 0.0236	Hasi dhaifu -0.0097	Hasi dhaifu -0.0178	Chanya dhaifu 0.0188	Hasi dhaifu -0.0014	Hasi dhaifu -0.0350
Uhuru (unakubali au haukubaliani?)
Answer 15	-	Chanya dhaifu 0.0671	Chanya dhaifu 0.0209	Chanya dhaifu 0.0378	Hasi dhaifu -0.0543	Chanya dhaifu 0.0435	Hasi dhaifu -0.0222	Hasi dhaifu -0.0559
Answer 16	-	Chanya dhaifu 0.0605	Chanya dhaifu 0.0236	Chanya dhaifu 0.0403	Chanya dhaifu 0.0181	Hasi dhaifu -0.0171	Hasi dhaifu -0.0287	Hasi dhaifu -0.0638
Answer 17	-	Hasi dhaifu -0.0167	Hasi dhaifu -0.0172	Hasi dhaifu -0.0372	Chanya dhaifu 0.0757	Chanya dhaifu 0.0088	Chanya dhaifu 0.0232	Hasi dhaifu -0.0505
Answer 18	-	Hasi dhaifu -0.0181	Chanya dhaifu 0.0080	Hasi dhaifu -0.0356	Hasi dhaifu -0.0185	Chanya dhaifu 0.0053	Hasi dhaifu -0.0059	Chanya dhaifu 0.0528
Answer 19	-	Chanya dhaifu 0.0200	Chanya dhaifu 0.0444	Hasi dhaifu -0.0264	Hasi dhaifu -0.0219	Hasi dhaifu -0.0182	Chanya dhaifu 0.0414	Hasi dhaifu -0.0134
Answer 20	-	Hasi dhaifu -0.0411	Hasi dhaifu -0.0323	Chanya dhaifu 0.0100	Chanya dhaifu 0.0142	Hasi dhaifu -0.0520	Chanya dhaifu 0.0294	Chanya dhaifu 0.0508
Answer 21	-	Hasi dhaifu -0.0533	Hasi dhaifu -0.0328	Chanya dhaifu 0.0185	Hasi dhaifu -0.0537	Chanya dhaifu 0.0428	Hasi dhaifu -0.0378	Chanya dhaifu 0.0813
Uhuru (unakubali au haukubaliani?)
Answer 22	-	Hasi dhaifu -0.0244	Chanya dhaifu 0.0369	Chanya dhaifu 0.0131	Hasi dhaifu -0.0488	Hasi dhaifu -0.0244	Hasi dhaifu -0.0352	Chanya dhaifu 0.0813
Answer 23	-	Hasi dhaifu -0.0520	Hasi dhaifu -0.0177	Hasi dhaifu -0.0092	Chanya dhaifu 0.0126	Hasi dhaifu -0.0081	Chanya dhaifu 0.0098	Chanya dhaifu 0.0384
Answer 24	-	Chanya dhaifu 0.0422	Hasi dhaifu -0.0431	Hasi dhaifu -0.0057	Chanya dhaifu 0.0600	Hasi dhaifu -0.0202	Chanya dhaifu 0.0532	Hasi dhaifu -0.0786
Answer 25	-	Chanya dhaifu 0.0163	Chanya dhaifu 0.0103	Chanya dhaifu 0.0157	Hasi dhaifu -0.0089	Hasi dhaifu -0.0143	Hasi dhaifu -0.0198	Chanya dhaifu 0.0082
Answer 26	-	Hasi dhaifu -0.0048	Hasi dhaifu -0.0167	Hasi dhaifu -0.0181	Hasi dhaifu -0.0177	Chanya dhaifu 0.0724	Hasi dhaifu -0.0061	Hasi dhaifu -0.0180
Answer 27	-	Chanya dhaifu 0.0582	Chanya dhaifu 0.0149	Chanya dhaifu 0.0060	Chanya dhaifu 0.0010	Chanya dhaifu 0.0708	Hasi dhaifu -0.0094	Hasi dhaifu -0.1087
Answer 28	-	Chanya dhaifu 0.0421	Chanya dhaifu 0.0416	Hasi dhaifu -0.0073	Chanya dhaifu 0.0017	Hasi dhaifu -0.0270	Chanya dhaifu 0.0029	Hasi dhaifu -0.0246
Uhuru (unakubali au haukubaliani?)
Answer 29	-	Chanya dhaifu 0.0840	Chanya dhaifu 0.0308	Hasi dhaifu -0.0127	Hasi dhaifu -0.0310	Chanya dhaifu 0.0447	Hasi dhaifu -0.0280	Hasi dhaifu -0.0505
Answer 30	-	Chanya dhaifu 0.0313	Hasi dhaifu -0.0176	Chanya dhaifu 0.0312	Hasi dhaifu -0.0606	Chanya dhaifu 0.0267	Chanya dhaifu 0.0154	Hasi dhaifu -0.0110
Answer 31	-	Hasi dhaifu -0.0170	Hasi dhaifu -0.0393	Hasi dhaifu -0.0022	Hasi dhaifu -0.0230	Chanya dhaifu 0.0358	Hasi dhaifu -0.0009	Chanya dhaifu 0.0223
Answer 32	-	Chanya dhaifu 0.0319	Chanya dhaifu 0.0400	Chanya dhaifu 0.0286	Chanya dhaifu 0.0103	Hasi dhaifu -0.0257	Hasi dhaifu -0.0225	Hasi dhaifu -0.0385
Answer 33	-	Hasi dhaifu -0.0125	Chanya dhaifu 0.0030	Hasi dhaifu -0.0248	Chanya dhaifu 0.0186	Chanya dhaifu 0.0399	Hasi dhaifu -0.0330	Chanya dhaifu 0.0002
Answer 34	-	Hasi dhaifu -0.0046	Hasi dhaifu -0.0281	Hasi dhaifu -0.0266	Chanya dhaifu 0.0044	Hasi dhaifu -0.0127	Chanya dhaifu 0.0562	Chanya dhaifu 0.0059
Answer 35	-	Hasi dhaifu -0.0709	Chanya dhaifu 0.0277	Chanya dhaifu 0.0035	Chanya dhaifu 0.0679	Hasi dhaifu -0.0824	Hasi dhaifu -0.0070	Chanya dhaifu 0.0414
Uhuru (unakubali au haukubaliani?)
Answer 36	-	Chanya dhaifu 0.0917	Chanya dhaifu 0.0319	Hasi dhaifu -0.0081	Hasi dhaifu -0.0602	Chanya dhaifu 0.0584	Chanya dhaifu 0.0076	Hasi dhaifu -0.0726
Answer 37	-	Chanya dhaifu 0.0612	Chanya dhaifu 0.0226	Chanya dhaifu 0.0142	Hasi dhaifu -0.0160	Chanya dhaifu 0.0110	Hasi dhaifu -0.0066	Hasi dhaifu -0.0563
Answer 38	-	Hasi dhaifu -0.0555	Hasi dhaifu -0.0491	Hasi dhaifu -0.0046	Chanya dhaifu 0.0331	Chanya dhaifu 0.0503	Hasi dhaifu -0.0089	Hasi dhaifu -0.0055
Answer 39	-	Chanya dhaifu 0.0230	Hasi dhaifu -0.0079	Chanya dhaifu 0.0001	Hasi dhaifu -0.0167	Hasi dhaifu -0.0634	Chanya dhaifu 0.0232	Chanya dhaifu 0.0479
Answer 40	-	Hasi dhaifu -0.0451	Hasi dhaifu -0.0228	Hasi dhaifu -0.0097	Chanya dhaifu 0.0250	Hasi dhaifu -0.0192	Chanya dhaifu 0.0357	Chanya dhaifu 0.0176
Answer 41	-	Hasi dhaifu -0.0432	Hasi dhaifu -0.0221	Hasi dhaifu -0.0152	Chanya dhaifu 0.0454	Hasi dhaifu -0.0530	Chanya dhaifu 0.0149	Chanya dhaifu 0.0505
Answer 42	-	Hasi dhaifu -0.0260	Chanya dhaifu 0.0523	Chanya dhaifu 0.0201	Hasi dhaifu -0.0182	Chanya dhaifu 0.0028	Hasi dhaifu -0.0555	Chanya dhaifu 0.0269
Uhuru (unakubali au haukubaliani?)
Answer 43	-	Hasi dhaifu -0.0479	Chanya dhaifu 0.0302	Chanya dhaifu 0.0510	Chanya dhaifu 0.0189	Hasi dhaifu -0.0621	Hasi dhaifu -0.0747	Chanya dhaifu 0.0701
Answer 44	-	Hasi dhaifu -0.0125	Hasi dhaifu -0.0398	Hasi dhaifu -0.0278	Chanya dhaifu 0.0087	Chanya dhaifu 0.0106	Chanya dhaifu 0.0745	Hasi dhaifu -0.0239
Answer 45	-	Hasi dhaifu -0.0060	Chanya dhaifu 0.0120	Hasi dhaifu -0.0289	Hasi dhaifu -0.0177	Chanya dhaifu 0.0453	Chanya dhaifu 0.0154	Hasi dhaifu -0.0188
Answer 46	-	Chanya dhaifu 0.0519	Hasi dhaifu -0.0159	Chanya dhaifu 0.0122	Hasi dhaifu -0.0216	Chanya dhaifu 0.0137	Chanya dhaifu 0.0151	Hasi dhaifu -0.0356
Answer 47	-	Chanya dhaifu 0.0314	Hasi dhaifu -0.0006	Hasi dhaifu -0.0246	Chanya dhaifu 0.0325	Chanya dhaifu 0.0060	Chanya dhaifu 0.0150	Hasi dhaifu -0.0468
Answer 48	-	Chanya dhaifu 0.0354	Chanya dhaifu 0.0156	Chanya dhaifu 0.0103	Hasi dhaifu -0.0119	Chanya dhaifu 0.0066	Hasi dhaifu -0.0386	Hasi dhaifu -0.0046
Answer 49	-	Chanya dhaifu 0.0390	Chanya dhaifu 0.0051	Hasi dhaifu -0.0225	Hasi dhaifu -0.0368	Chanya dhaifu 0.0310	Hasi dhaifu -0.0163	Chanya dhaifu 0.0098
2) Matunzio ya Mazingira (Je! Unakubali au haukubaliani?)
Answer 50	-	Hasi dhaifu -0.0495	Hasi dhaifu -0.0212	Chanya dhaifu 0.0078	Chanya dhaifu 0.0764	Hasi dhaifu -0.0385	Hasi dhaifu -0.1022	Chanya dhaifu 0.0861
Answer 51	-	Hasi dhaifu -0.0021	Hasi dhaifu -0.0111	Chanya dhaifu 0.0054	Hasi dhaifu -0.0264	Chanya dhaifu 0.0056	Chanya dhaifu 0.0326	Hasi dhaifu -0.0029
Answer 52	-	Chanya dhaifu 0.0248	Hasi dhaifu -0.0355	Hasi dhaifu -0.0076	Hasi dhaifu -0.0159	Hasi dhaifu -0.0069	Chanya dhaifu 0.0903	Hasi dhaifu -0.0412
Answer 53	-	Chanya dhaifu 0.0041	Hasi dhaifu -0.0049	Hasi dhaifu -0.0111	Hasi dhaifu -0.0223	Hasi dhaifu -0.0015	Hasi dhaifu -0.0117	Chanya dhaifu 0.0403
Answer 54	-	Chanya dhaifu 0.0132	Chanya dhaifu 0.0329	Chanya dhaifu 0.0115	Hasi dhaifu -0.0092	Chanya dhaifu 0.0198	Hasi dhaifu -0.0053	Hasi dhaifu -0.0423
Answer 55	-	Chanya dhaifu 0.0427	Chanya dhaifu 0.0250	Hasi dhaifu -0.0197	Hasi dhaifu -0.0106	Chanya dhaifu 0.0712	Chanya dhaifu 0.0037	Hasi dhaifu -0.0844
Answer 56	-	Chanya dhaifu 0.0057	Chanya dhaifu 0.0997	Chanya dhaifu 0.0084	Hasi dhaifu -0.0355	Hasi dhaifu -0.0160	Chanya dhaifu 0.0101	Hasi dhaifu -0.0328
Matunzio ya Mazingira (Je! Unakubali au haukubaliani?)
Answer 57	-	Chanya dhaifu 0.0623	Chanya dhaifu 0.0842	Chanya dhaifu 0.0509	Hasi dhaifu -0.0790	Chanya dhaifu 0.0022	Hasi dhaifu -0.0342	Hasi dhaifu -0.0312
Answer 58	-	Chanya dhaifu 0.0648	Chanya dhaifu 0.0335	Hasi dhaifu -0.0302	Hasi dhaifu -0.0322	Chanya dhaifu 0.0121	Chanya dhaifu 0.0694	Hasi dhaifu -0.0768
Answer 59	-	Hasi dhaifu -0.0098	Hasi dhaifu -0.0279	Chanya dhaifu 0.0139	Chanya dhaifu 0.0105	Hasi dhaifu -0.0006	Chanya dhaifu 0.0204	Hasi dhaifu -0.0135
Answer 60	-	Chanya dhaifu 0.0156	Hasi dhaifu -0.0089	Chanya dhaifu 0.0003	Hasi dhaifu -0.0093	Chanya dhaifu 0.0027	Hasi dhaifu -0.0061	Chanya dhaifu 0.0062
Answer 61	-	Hasi dhaifu -0.0033	Chanya dhaifu 0.0180	Chanya dhaifu 0.0018	Chanya dhaifu 0.0057	Hasi dhaifu -0.0046	Hasi dhaifu -0.0149	Chanya dhaifu 0.0019
Answer 62	-	Hasi dhaifu -0.0555	Hasi dhaifu -0.0788	Chanya dhaifu 0.0006	Chanya dhaifu 0.0037	Chanya dhaifu 0.0038	Chanya dhaifu 0.0103	Chanya dhaifu 0.0694
Answer 63	-	Hasi dhaifu -0.0550	Chanya dhaifu 0.0020	Hasi dhaifu -0.0231	Chanya dhaifu 0.0782	Hasi dhaifu -0.0152	Hasi dhaifu -0.0590	Chanya dhaifu 0.0392
Matunzio ya Mazingira (Je! Unakubali au haukubaliani?)
Answer 64	-	Chanya dhaifu 0.0575	Chanya dhaifu 0.0895	Chanya dhaifu 0.0481	Hasi dhaifu -0.0795	Hasi dhaifu -0.0058	Hasi dhaifu -0.0385	Hasi dhaifu -0.0178
Answer 65	-	Chanya dhaifu 0.0130	Chanya dhaifu 0.0570	Hasi dhaifu -0.0108	Hasi dhaifu -0.0507	Chanya dhaifu 0.0299	Chanya dhaifu 0.0339	Hasi dhaifu -0.0435
Answer 66	-	Chanya dhaifu 0.0523	Hasi dhaifu -0.0288	Hasi dhaifu -0.0012	Hasi dhaifu -0.0184	Chanya dhaifu 0.0156	Chanya dhaifu 0.0184	Hasi dhaifu -0.0237
Answer 67	-	Chanya dhaifu 0.0159	Chanya dhaifu 0.0369	Hasi dhaifu -0.0058	Hasi dhaifu -0.0078	Hasi dhaifu -0.0465	Chanya dhaifu 0.0278	Hasi dhaifu -0.0005
Answer 68	-	Hasi dhaifu -0.0533	Hasi dhaifu -0.0275	Hasi dhaifu -0.0170	Chanya dhaifu 0.0545	Chanya dhaifu 0.0110	Chanya dhaifu 0.0218	Hasi dhaifu -0.0166
Answer 69	-	Hasi dhaifu -0.0457	Hasi dhaifu -0.0578	Chanya dhaifu 0.0470	Chanya dhaifu 0.0127	Hasi dhaifu -0.0258	Hasi dhaifu -0.0200	Chanya dhaifu 0.0543
Answer 70	-	Hasi dhaifu -0.0375	Hasi dhaifu -0.0417	Hasi dhaifu -0.0517	Chanya dhaifu 0.0773	Chanya dhaifu 0.0160	Hasi dhaifu -0.0483	Chanya dhaifu 0.0425
Matunzio ya Mazingira (Je! Unakubali au haukubaliani?)
Answer 71	-	Chanya dhaifu 0.0069	Hasi dhaifu -0.0558	Chanya dhaifu 0.0036	Hasi dhaifu -0.0024	Chanya dhaifu 0.0107	Hasi dhaifu -0.0543	Chanya dhaifu 0.0644
Answer 72	-	Hasi dhaifu -0.0401	Hasi dhaifu -0.0635	Chanya dhaifu 0.0169	Chanya dhaifu 0.0458	Chanya dhaifu 0.0025	Hasi dhaifu -0.0370	Chanya dhaifu 0.0366
Answer 73	-	Chanya dhaifu 0.0126	Chanya dhaifu 0.0137	Hasi dhaifu -0.0183	Hasi dhaifu -0.0152	Chanya dhaifu 0.0102	Chanya dhaifu 0.0245	Hasi dhaifu -0.0171
Answer 74	-	Chanya dhaifu 0.0541	Chanya dhaifu 0.0431	Hasi dhaifu -0.0229	Hasi dhaifu -0.0224	Hasi dhaifu -0.0341	Chanya dhaifu 0.0322	Hasi dhaifu -0.0141
Answer 75	-	Hasi dhaifu -0.0149	Chanya dhaifu 0.0237	Hasi dhaifu -0.0060	Hasi dhaifu -0.0019	Chanya dhaifu 0.0101	Chanya dhaifu 0.0562	Hasi dhaifu -0.0549
Answer 76	-	Hasi dhaifu -0.0040	Chanya dhaifu 0.0651	Hasi dhaifu -0.0065	Chanya dhaifu 0.0015	Hasi dhaifu -0.0078	Chanya dhaifu 0.0335	Hasi dhaifu -0.0554
Answer 77	-	Chanya dhaifu 0.0073	Chanya dhaifu 0.0625	Chanya dhaifu 0.0390	Hasi dhaifu -0.0429	Hasi dhaifu -0.0055	Hasi dhaifu -0.0193	Hasi dhaifu -0.0155
Matunzio ya Mazingira (Je! Unakubali au haukubaliani?)
Answer 78	-	Chanya dhaifu 0.0367	Chanya dhaifu 0.0437	Chanya dhaifu 0.0462	Hasi dhaifu -0.0707	Hasi dhaifu -0.0610	Hasi dhaifu -0.0159	Chanya dhaifu 0.0476
Answer 79	-	Chanya dhaifu 0.0094	Chanya dhaifu 0.0596	Chanya dhaifu 0.0088	Hasi dhaifu -0.0506	Hasi dhaifu -0.0285	Chanya dhaifu 0.0139	Chanya dhaifu 0.0114
Answer 80	-	Chanya dhaifu 0.0225	Hasi dhaifu -0.0375	Chanya dhaifu 0.0229	Hasi dhaifu -0.0785	Chanya dhaifu 0.0156	Chanya dhaifu 0.0049	Chanya dhaifu 0.0495
Answer 81	-	Hasi dhaifu -0.0128	Chanya dhaifu 0.0053	Chanya dhaifu 0.0061	Hasi dhaifu -0.0470	Hasi dhaifu -0.0061	Chanya dhaifu 0.0405	Chanya dhaifu 0.0169
Answer 82	-	Hasi dhaifu -0.0370	Hasi dhaifu -0.0116	Chanya dhaifu 0.0077	Hasi dhaifu -0.0003	Chanya dhaifu 0.0178	Chanya dhaifu 0.0122	Hasi dhaifu -0.0036
Answer 83	-	Hasi dhaifu -0.0267	Hasi dhaifu -0.0553	Hasi dhaifu -0.0512	Chanya dhaifu 0.0465	Chanya dhaifu 0.0311	Chanya dhaifu 0.0572	Hasi dhaifu -0.0260
Answer 84	-	Chanya dhaifu 0.0105	Chanya dhaifu 0.0071	Hasi dhaifu -0.0201	Chanya dhaifu 0.1488	Chanya dhaifu 0.0149	Hasi dhaifu -0.0988	Hasi dhaifu -0.0690
Matunzio ya Mazingira (Je! Unakubali au haukubaliani?)
Answer 85	-	Hasi dhaifu -0.0227	Chanya dhaifu 0.0011	Hasi dhaifu -0.0015	Chanya dhaifu 0.1100	Chanya dhaifu 0.0076	Hasi dhaifu -0.1278	Chanya dhaifu 0.0079
Answer 86	-	Hasi dhaifu -0.0270	Hasi dhaifu -0.0449	Chanya dhaifu 0.0324	Hasi dhaifu -0.0178	Hasi dhaifu -0.0272	Chanya dhaifu 0.0609	Chanya dhaifu 0.0089
Answer 87	-	Hasi dhaifu -0.0012	Hasi dhaifu -0.0014	Hasi dhaifu -0.0295	Hasi dhaifu -0.0448	Chanya dhaifu 0.0156	Chanya dhaifu 0.0610	Chanya dhaifu 0.0074
Answer 88	-	Chanya dhaifu 0.0475	Chanya dhaifu 0.0130	Hasi dhaifu -0.0292	Hasi dhaifu -0.0623	Chanya dhaifu 0.0127	Chanya dhaifu 0.0256	Chanya dhaifu 0.0127
Answer 89	-	Chanya dhaifu 0.0458	Chanya dhaifu 0.0178	Chanya dhaifu 0.0404	Hasi dhaifu -0.0037	Hasi dhaifu -0.0407	Chanya dhaifu 3.15E-5	Hasi dhaifu -0.0328
Answer 90	-	Chanya dhaifu 0.0332	Chanya dhaifu 0.0296	Hasi dhaifu -0.0242	Hasi dhaifu -0.0277	Chanya dhaifu 0.0277	Chanya dhaifu 0.0122	Hasi dhaifu -0.0292
Answer 91	-	Hasi dhaifu -0.0383	Chanya dhaifu 0.0476	Hasi dhaifu -0.0059	Hasi dhaifu -0.0332	Chanya dhaifu 0.0255	Chanya dhaifu 0.0063	Chanya dhaifu 0.0012
Matunzio ya Mazingira (Je! Unakubali au haukubaliani?)
Answer 92	-	Chanya dhaifu 0.0525	Chanya dhaifu 0.0554	Chanya dhaifu 0.0264	Hasi dhaifu -0.0967	Chanya dhaifu 0.0104	Chanya dhaifu 0.0334	Hasi dhaifu -0.0327
Answer 93	-	Chanya dhaifu 0.0133	Chanya dhaifu 0.0527	Hasi dhaifu -0.0003	Hasi dhaifu -0.0370	Hasi dhaifu -0.0049	Chanya dhaifu 0.0030	Hasi dhaifu -0.0044
Answer 94	-	Chanya dhaifu 0.0476	Hasi dhaifu -0.0188	Hasi dhaifu -0.0085	Hasi dhaifu -0.0326	Chanya dhaifu 1.99E-5	Chanya dhaifu 0.0423	Hasi dhaifu -0.0139
Answer 95	-	Hasi dhaifu -0.0151	Hasi dhaifu -0.0121	Chanya dhaifu 0.0252	Chanya dhaifu 0.0088	Hasi dhaifu -0.0128	Chanya dhaifu 0.0133	Hasi dhaifu -0.0143
Answer 96	-	Hasi dhaifu -0.0052	Hasi dhaifu -0.0227	Hasi dhaifu -0.0017	Hasi dhaifu -0.0037	Hasi dhaifu -0.0066	Chanya dhaifu 0.0336	Chanya dhaifu 0.0043
Answer 97	-	Hasi dhaifu -0.0587	Hasi dhaifu -0.0404	Hasi dhaifu -0.0088	Chanya dhaifu 0.0408	Chanya dhaifu 0.0085	Hasi dhaifu -0.0186	Chanya dhaifu 0.0376
Answer 98	-	Hasi dhaifu -0.0310	Hasi dhaifu -0.0075	Hasi dhaifu -0.0214	Chanya dhaifu 0.1007	Chanya dhaifu 0.0039	Hasi dhaifu -0.0918	Chanya dhaifu 0.0164
3) Ukuaji wa kibinafsi (unakubali au haukubaliani?)
Answer 99	-	Hasi dhaifu -0.0378	Hasi dhaifu -0.1303	Chanya dhaifu 0.0036	Hasi dhaifu -0.0029	Hasi dhaifu -0.0382	Hasi dhaifu -0.0231	Chanya dhaifu 0.1614
Answer 100	-	Hasi dhaifu -0.0235	Chanya dhaifu 0.0679	Hasi dhaifu -0.0024	Chanya dhaifu 0.0428	Chanya dhaifu 0.0259	Chanya dhaifu 0.0282	Hasi dhaifu -0.1169
Answer 101	-	Chanya dhaifu 0.0731	Chanya dhaifu 0.0548	Hasi dhaifu -0.0131	Hasi dhaifu -0.0084	Chanya dhaifu 0.0441	Chanya dhaifu 0.0039	Hasi dhaifu -0.1039
Answer 102	-	Chanya dhaifu 0.0363	Chanya dhaifu 0.0636	Hasi dhaifu -0.0080	Hasi dhaifu -0.0462	Hasi dhaifu -0.0006	Hasi dhaifu -0.0038	Hasi dhaifu -0.0095
Answer 103	-	Chanya dhaifu 0.0057	Chanya dhaifu 0.0651	Chanya dhaifu 0.0204	Hasi dhaifu -0.0131	Hasi dhaifu -0.0196	Chanya dhaifu 0.0138	Hasi dhaifu -0.0437
Answer 104	-	Chanya dhaifu 0.0197	Chanya dhaifu 0.0087	Hasi dhaifu -0.0285	Hasi dhaifu -0.0128	Chanya dhaifu 0.0269	Chanya dhaifu 0.0255	Hasi dhaifu -0.0268
Answer 105	-	Chanya dhaifu 0.0228	Chanya dhaifu 0.0419	Chanya dhaifu 0.0328	Hasi dhaifu -0.0360	Hasi dhaifu -0.0212	Hasi dhaifu -0.0322	Chanya dhaifu 0.0162
Ukuaji wa kibinafsi (unakubali au haukubaliani?)
Answer 106	-	Hasi dhaifu -0.0007	Hasi dhaifu -0.0006	Chanya dhaifu 0.0120	Chanya dhaifu 0.0299	Hasi dhaifu -0.0194	Hasi dhaifu -0.0093	Hasi dhaifu -0.0140
Answer 107	-	Chanya dhaifu 0.0170	Chanya dhaifu 0.0222	Hasi dhaifu -0.0077	Chanya dhaifu 0.0217	Chanya dhaifu 0.0266	Hasi dhaifu -0.0329	Hasi dhaifu -0.0370
Answer 108	-	Chanya dhaifu 0.0232	Chanya dhaifu 0.1213	Hasi dhaifu -0.0186	Hasi dhaifu -0.0326	Chanya dhaifu 0.0132	Hasi dhaifu -0.0047	Hasi dhaifu -0.0524
Answer 109	-	Chanya dhaifu 0.1142	Chanya dhaifu 0.0306	Hasi dhaifu -0.0374	Hasi dhaifu -0.0228	Hasi dhaifu -0.0038	Chanya dhaifu 0.0010	Hasi dhaifu -0.0323
Answer 110	-	Chanya dhaifu 0.0519	Chanya dhaifu 0.0804	Hasi dhaifu -0.0119	Chanya dhaifu 0.0164	Hasi dhaifu -0.0015	Chanya dhaifu 0.0299	Hasi dhaifu -0.1152
Answer 111	-	Hasi dhaifu -0.0117	Chanya dhaifu 0.0511	Hasi dhaifu -0.0278	Chanya dhaifu 0.0179	Chanya dhaifu 0.0177	Chanya dhaifu 0.0914	Hasi dhaifu -0.1114
Answer 112	-	Hasi dhaifu -0.0771	Hasi dhaifu -0.1330	Chanya dhaifu 0.0429	Hasi dhaifu -0.0247	Hasi dhaifu -0.0140	Hasi dhaifu -0.0584	Chanya dhaifu 0.1831
Ukuaji wa kibinafsi (unakubali au haukubaliani?)
Answer 113	-	Chanya dhaifu 0.0571	Chanya dhaifu 0.0569	Chanya dhaifu 0.0249	Hasi dhaifu -0.0385	Hasi dhaifu -0.0084	Hasi dhaifu -0.0318	Hasi dhaifu -0.0188
Answer 114	-	Chanya dhaifu 0.0218	Chanya dhaifu 0.0459	Chanya dhaifu 0.0241	Hasi dhaifu -0.0329	Hasi dhaifu -0.0095	Hasi dhaifu -0.0212	Hasi dhaifu -0.0025
Answer 115	-	Chanya dhaifu 0.0150	Chanya dhaifu 0.0865	Chanya dhaifu 0.0002	Hasi dhaifu -0.0261	Chanya dhaifu 0.0141	Chanya dhaifu 0.0249	Hasi dhaifu -0.0744
Answer 116	-	Chanya dhaifu 0.1034	Chanya dhaifu 0.0299	Hasi dhaifu -0.0236	Hasi dhaifu -0.0152	Chanya dhaifu 0.0234	Hasi dhaifu -0.0326	Hasi dhaifu -0.0459
Answer 117	-	Chanya dhaifu 0.0690	Chanya dhaifu 0.0644	Hasi dhaifu -0.0277	Hasi dhaifu -0.0215	Chanya dhaifu 0.0200	Chanya dhaifu 0.0074	Hasi dhaifu -0.0659
Answer 118	-	Hasi dhaifu -0.0044	Hasi dhaifu -0.0224	Hasi dhaifu -0.0241	Hasi dhaifu -0.0588	Chanya dhaifu 0.0248	Chanya dhaifu 0.0739	Chanya dhaifu 0.0081
Answer 119	-	Hasi dhaifu -0.1148	Hasi dhaifu -0.1038	Chanya dhaifu 0.0250	Chanya dhaifu 0.0978	Hasi dhaifu -0.0390	Hasi dhaifu -0.0338	Chanya dhaifu 0.0882
Ukuaji wa kibinafsi (unakubali au haukubaliani?)
Answer 120	-	Hasi dhaifu -0.0587	Hasi dhaifu -0.0719	Hasi dhaifu -0.0150	Hasi dhaifu -0.0218	Hasi dhaifu -0.0175	Hasi dhaifu -0.0201	Chanya dhaifu 0.1507
Answer 121	-	Hasi dhaifu -0.0117	Chanya dhaifu 0.0243	Hasi dhaifu -0.0228	Chanya dhaifu 0.0502	Chanya dhaifu 0.0038	Chanya dhaifu 0.0243	Hasi dhaifu -0.0597
Answer 122	-	Chanya dhaifu 0.0249	Chanya dhaifu 0.0285	Hasi dhaifu -0.0122	Chanya dhaifu 0.0056	Chanya dhaifu 0.0762	Chanya dhaifu 0.0115	Hasi dhaifu -0.1127
Answer 123	-	Chanya dhaifu 0.0772	Chanya dhaifu 0.0460	Chanya dhaifu 0.0116	Hasi dhaifu -0.0124	Hasi dhaifu -0.0239	Hasi dhaifu -0.0105	Hasi dhaifu -0.0457
Answer 124	-	Chanya dhaifu 0.0247	Chanya dhaifu 0.0292	Chanya dhaifu 0.0406	Hasi dhaifu -0.0265	Hasi dhaifu -0.0054	Hasi dhaifu -0.0056	Hasi dhaifu -0.0332
Answer 125	-	Chanya dhaifu 0.0224	Chanya dhaifu 0.0510	Chanya dhaifu 0.0461	Hasi dhaifu -0.0124	Hasi dhaifu -0.0579	Chanya dhaifu 0.0431	Hasi dhaifu -0.0554
Answer 126	-	Chanya dhaifu 0.0584	Hasi dhaifu -0.0022	Chanya dhaifu 0.0672	Hasi dhaifu -0.0445	Hasi dhaifu -0.0038	Hasi dhaifu -0.0463	Hasi dhaifu -0.0074
Ukuaji wa kibinafsi (unakubali au haukubaliani?)
Answer 127	-	Chanya dhaifu 0.0554	Chanya dhaifu 0.0927	Chanya dhaifu 0.0476	Hasi dhaifu -0.0372	Hasi dhaifu -0.0161	Hasi dhaifu -0.0223	Hasi dhaifu -0.0627
Answer 128	-	Chanya dhaifu 0.0227	Chanya dhaifu 0.0119	Chanya dhaifu 0.0495	Chanya dhaifu 0.0102	Hasi dhaifu -0.0231	Hasi dhaifu -0.0400	Hasi dhaifu -0.0200
Answer 129	-	Chanya dhaifu 0.0540	Chanya dhaifu 0.0629	Hasi dhaifu -0.0026	Chanya dhaifu 0.0117	Chanya dhaifu 0.0459	Chanya dhaifu 0.0234	Hasi dhaifu -0.1498
Answer 130	-	Chanya dhaifu 0.0292	Chanya dhaifu 0.0222	Hasi dhaifu -0.0190	Hasi dhaifu -0.0337	Chanya dhaifu 0.0057	Chanya dhaifu 0.0373	Hasi dhaifu -0.0159
Answer 131	-	Chanya dhaifu 0.0531	Chanya dhaifu 0.0190	Hasi dhaifu -0.0542	Hasi dhaifu -0.0032	Chanya dhaifu 0.0076	Chanya dhaifu 0.0496	Hasi dhaifu -0.0451
Answer 132	-	Hasi dhaifu -0.0564	Hasi dhaifu -0.0798	Chanya dhaifu 0.0089	Hasi dhaifu -0.0018	Chanya dhaifu 0.0253	Chanya dhaifu 0.0120	Chanya dhaifu 0.0447
Answer 133	-	Hasi dhaifu -0.0910	Hasi dhaifu -0.0625	Hasi dhaifu -0.0174	Chanya dhaifu 0.0315	Hasi dhaifu -0.0436	Hasi dhaifu -0.0482	Chanya dhaifu 0.1642
Ukuaji wa kibinafsi (unakubali au haukubaliani?)
Answer 134	-	Chanya dhaifu 0.0289	Chanya dhaifu 0.0289	Chanya dhaifu 0.0035	Hasi dhaifu -0.0278	Hasi dhaifu -0.0028	Hasi dhaifu -0.0055	Hasi dhaifu -0.0040
Answer 135	-	Chanya dhaifu 0.0561	Chanya dhaifu 0.0889	Hasi dhaifu -0.0077	Hasi dhaifu -0.0145	Chanya dhaifu 0.0224	Hasi dhaifu -0.0220	Hasi dhaifu -0.0766
Answer 136	-	Chanya dhaifu 0.0229	Chanya dhaifu 0.0368	Chanya dhaifu 0.0049	Chanya dhaifu 0.0157	Hasi dhaifu -0.0155	Chanya dhaifu 0.0221	Hasi dhaifu -0.0632
Answer 137	-	Chanya dhaifu 0.0590	Chanya dhaifu 0.0505	Hasi dhaifu -0.0111	Hasi dhaifu -0.0167	Hasi dhaifu -0.0041	Hasi dhaifu -0.0132	Hasi dhaifu -0.0290
Answer 138	-	Chanya dhaifu 0.0185	Chanya dhaifu 0.0099	Chanya dhaifu 0.0190	Hasi dhaifu -0.0150	Hasi dhaifu -0.0418	Chanya dhaifu 0.0467	Hasi dhaifu -0.0189
Answer 139	-	Hasi dhaifu -0.0532	Hasi dhaifu -0.0387	Hasi dhaifu -0.0563	Chanya dhaifu 0.0351	Chanya dhaifu 0.0422	Chanya dhaifu 0.1077	Hasi dhaifu -0.0573
Answer 140	-	Hasi dhaifu -0.0464	Hasi dhaifu -0.0694	Chanya dhaifu 0.0371	Chanya dhaifu 0.0030	Hasi dhaifu -0.0105	Hasi dhaifu -0.0941	Chanya dhaifu 0.1286
Ukuaji wa kibinafsi (unakubali au haukubaliani?)
Answer 141	-	Hasi dhaifu -0.0757	Hasi dhaifu -0.0726	Chanya dhaifu 0.0342	Hasi dhaifu -0.0340	Hasi dhaifu -0.0164	Hasi dhaifu -0.0551	Chanya dhaifu 0.1614
Answer 142	-	Chanya dhaifu 0.0020	Hasi dhaifu -0.0182	Hasi dhaifu -0.0002	Chanya dhaifu 0.0148	Hasi dhaifu -0.0002	Chanya dhaifu 0.0299	Hasi dhaifu -0.0338
Answer 143	-	Chanya dhaifu 0.0525	Chanya dhaifu 0.0762	Hasi dhaifu -0.0451	Chanya dhaifu 0.0493	Hasi dhaifu -0.0051	Chanya dhaifu 0.0473	Hasi dhaifu -0.1232
Answer 144	-	Chanya dhaifu 0.0513	Chanya dhaifu 0.0310	Hasi dhaifu -0.0106	Hasi dhaifu -0.0079	Chanya dhaifu 0.0129	Chanya dhaifu 0.0110	Hasi dhaifu -0.0557
Answer 145	-	Chanya dhaifu 0.0120	Chanya dhaifu 0.0106	Chanya dhaifu 0.0083	Chanya dhaifu 0.0381	Chanya dhaifu 0.0172	Chanya dhaifu 0.0190	Hasi dhaifu -0.0918
Answer 146	-	Chanya dhaifu 0.0168	Chanya dhaifu 0.0647	Hasi dhaifu -0.0290	Hasi dhaifu -0.0316	Chanya dhaifu 0.0490	Hasi dhaifu -0.0044	Hasi dhaifu -0.0378
Answer 147	-	Chanya dhaifu 0.0559	Chanya dhaifu 0.0381	Chanya dhaifu 0.0095	Hasi dhaifu -0.0176	Hasi dhaifu -0.0196	Hasi dhaifu -0.0232	Hasi dhaifu -0.0100
4) Mahusiano mazuri na wengine (unakubali au haukubaliani?)
Answer 148	-	Chanya dhaifu 0.0172	Hasi dhaifu -0.0807	Hasi dhaifu -0.0047	Chanya dhaifu 0.0081	Chanya dhaifu 0.0224	Hasi dhaifu -0.0609	Chanya dhaifu 0.0676
Answer 149	-	Hasi dhaifu -0.0651	Hasi dhaifu -0.0709	Hasi dhaifu -0.0378	Hasi dhaifu -0.0039	Chanya dhaifu 0.0722	Chanya dhaifu 0.0187	Chanya dhaifu 0.0365
Answer 150	-	Hasi dhaifu -0.0333	Chanya dhaifu 0.0632	Chanya dhaifu 0.0058	Chanya dhaifu 0.0143	Hasi dhaifu -0.0056	Chanya dhaifu 0.0402	Hasi dhaifu -0.0678
Answer 151	-	Chanya dhaifu 0.0806	Chanya dhaifu 0.0628	Hasi dhaifu -0.0237	Hasi dhaifu -0.0054	Hasi dhaifu -0.0577	Chanya dhaifu 0.0147	Hasi dhaifu -0.0221
Answer 152	-	Chanya dhaifu 0.0430	Chanya dhaifu 0.0751	Chanya dhaifu 0.0517	Hasi dhaifu -0.0224	Hasi dhaifu -0.0541	Chanya dhaifu 0.0343	Hasi dhaifu -0.0739
Answer 153	-	Chanya dhaifu 0.0377	Chanya dhaifu 0.0613	Chanya dhaifu 0.0702	Hasi dhaifu -0.0130	Hasi dhaifu -0.0890	Hasi dhaifu -0.0100	Hasi dhaifu -0.0169
Answer 154	-	Chanya dhaifu 0.0015	Chanya dhaifu 0.0980	Chanya dhaifu 0.0398	Chanya dhaifu 0.0028	Hasi dhaifu -0.0469	Hasi dhaifu -0.0189	Hasi dhaifu -0.0377
Mahusiano mazuri na wengine (unakubali au haukubaliani?)
Answer 155	-	Chanya dhaifu 0.0357	Hasi dhaifu -0.0372	Chanya dhaifu 0.0299	Chanya dhaifu 0.0152	Chanya dhaifu 0.0359	Hasi dhaifu -0.0958	Chanya dhaifu 0.0098
Answer 156	-	Hasi dhaifu -0.0331	Hasi dhaifu -0.0519	Hasi dhaifu -0.0451	Chanya dhaifu 0.0008	Chanya dhaifu 0.0517	Chanya dhaifu 0.0151	Chanya dhaifu 0.0263
Answer 157	-	Chanya dhaifu 0.0074	Hasi dhaifu -0.0371	Hasi dhaifu -0.0322	Hasi dhaifu -0.0118	Chanya dhaifu 0.0190	Chanya dhaifu 0.0528	Hasi dhaifu -0.0053
Answer 158	-	Chanya dhaifu 0.0010	Chanya dhaifu 0.0419	Chanya dhaifu 0.0075	Hasi dhaifu -0.0122	Hasi dhaifu -0.0602	Chanya dhaifu 0.0413	Hasi dhaifu -0.0014
Answer 159	-	Chanya dhaifu 0.0152	Chanya dhaifu 0.0753	Chanya dhaifu 0.0320	Hasi dhaifu -0.0094	Hasi dhaifu -0.0420	Chanya dhaifu 0.0137	Hasi dhaifu -0.0444
Answer 160	-	Hasi dhaifu -0.0159	Chanya dhaifu 0.0935	Chanya dhaifu 0.0316	Chanya dhaifu 0.0230	Hasi dhaifu -0.0774	Hasi dhaifu -0.0078	Hasi dhaifu -0.0151
Answer 161	-	Hasi dhaifu -0.0312	Chanya dhaifu 0.0511	Chanya dhaifu 0.0308	Hasi dhaifu -0.0104	Hasi dhaifu -0.0355	Chanya dhaifu 0.0137	Hasi dhaifu -0.0073
Mahusiano mazuri na wengine (unakubali au haukubaliani?)
Answer 162	-	Chanya dhaifu 0.0353	Chanya dhaifu 0.0713	Chanya dhaifu 0.0378	Hasi dhaifu -0.0037	Hasi dhaifu -0.0516	Hasi dhaifu -0.0414	Hasi dhaifu -0.0132
Answer 163	-	Chanya dhaifu 0.0194	Chanya dhaifu 0.0959	Chanya dhaifu 0.0257	Chanya dhaifu 0.0060	Hasi dhaifu -0.0479	Chanya dhaifu 0.0017	Hasi dhaifu -0.0603
Answer 164	-	Hasi dhaifu -0.0088	Chanya dhaifu 0.0173	Chanya dhaifu 0.0041	Chanya dhaifu 0.0186	Chanya dhaifu 0.0241	Chanya dhaifu 0.0098	Hasi dhaifu -0.0586
Answer 165	-	Chanya dhaifu 0.0396	Hasi dhaifu -0.0050	Chanya dhaifu 0.0009	Hasi dhaifu -0.0381	Hasi dhaifu -0.0024	Chanya dhaifu 0.0026	Chanya dhaifu 0.0169
Answer 166	-	Hasi dhaifu -0.0114	Hasi dhaifu -0.0014	Hasi dhaifu -0.0302	Hasi dhaifu -0.0134	Chanya dhaifu 0.0295	Chanya dhaifu 0.0609	Hasi dhaifu -0.0306
Answer 167	-	Hasi dhaifu -0.0021	Hasi dhaifu -0.0448	Chanya dhaifu 0.0134	Hasi dhaifu -0.0386	Chanya dhaifu 0.0093	Chanya dhaifu 0.0206	Chanya dhaifu 0.0307
Answer 168	-	Hasi dhaifu -0.0478	Hasi dhaifu -0.0922	Hasi dhaifu -0.0406	Chanya dhaifu 0.0513	Chanya dhaifu 0.0276	Hasi dhaifu -0.0419	Chanya dhaifu 0.0824
Mahusiano mazuri na wengine (unakubali au haukubaliani?)
Answer 169	-	Chanya dhaifu 0.0188	Chanya dhaifu 0.0881	Chanya dhaifu 0.0224	Hasi dhaifu -0.0772	Hasi dhaifu -0.0113	Hasi dhaifu -0.0134	Chanya dhaifu 0.0095
Answer 170	-	Chanya dhaifu 0.0349	Hasi dhaifu -0.0036	Chanya dhaifu 0.0091	Hasi dhaifu -0.0821	Chanya dhaifu 0.0165	Hasi dhaifu -0.0046	Chanya dhaifu 0.0394
Answer 171	-	Chanya dhaifu 0.0252	Chanya dhaifu 0.0397	Hasi dhaifu -0.0115	Hasi dhaifu -0.0789	Chanya dhaifu 0.0218	Chanya dhaifu 0.0462	Hasi dhaifu -0.0146
Answer 172	-	Chanya dhaifu 0.0642	Hasi dhaifu -0.0123	Chanya dhaifu 0.0130	Hasi dhaifu -0.0624	Hasi dhaifu -0.0023	Chanya dhaifu 0.0035	Chanya dhaifu 0.0180
Answer 173	-	Chanya dhaifu 0.0035	Hasi dhaifu -0.0187	Hasi dhaifu -0.0243	Chanya dhaifu 0.0232	Chanya dhaifu 0.0110	Chanya dhaifu 0.0216	Hasi dhaifu -0.0192
Answer 174	-	Chanya dhaifu 0.0040	Hasi dhaifu -0.0239	Hasi dhaifu -0.0187	Chanya dhaifu 0.0146	Hasi dhaifu -0.0262	Chanya dhaifu 0.0533	Hasi dhaifu -0.0047
Answer 175	-	Hasi dhaifu -0.0942	Hasi dhaifu -0.0314	Chanya dhaifu 0.0115	Chanya dhaifu 0.1572	Hasi dhaifu -0.0020	Hasi dhaifu -0.0786	Hasi dhaifu -0.0165
Mahusiano mazuri na wengine (unakubali au haukubaliani?)
Answer 176	-	Chanya dhaifu 0.0050	Hasi dhaifu -0.0561	Hasi dhaifu -0.0136	Chanya dhaifu 0.0200	Chanya dhaifu 0.0685	Hasi dhaifu -0.0440	Hasi dhaifu -0.0034
Answer 177	-	Hasi dhaifu -0.0217	Hasi dhaifu -0.0366	Chanya dhaifu 0.0063	Chanya dhaifu 0.0125	Hasi dhaifu -0.0198	Chanya dhaifu 0.0387	Chanya dhaifu 0.0049
Answer 178	-	Hasi dhaifu -0.0090	Chanya dhaifu 0.0453	Hasi dhaifu -0.0099	Hasi dhaifu -0.0225	Hasi dhaifu -0.0228	Chanya dhaifu 0.0541	Hasi dhaifu -0.0168
Answer 179	-	Chanya dhaifu 0.0302	Chanya dhaifu 0.0428	Chanya dhaifu 0.0046	Chanya dhaifu 0.0004	Hasi dhaifu -0.0537	Hasi dhaifu -0.0164	Chanya dhaifu 0.0153
Answer 180	-	Chanya dhaifu 0.0181	Chanya dhaifu 0.0043	Hasi dhaifu -0.0180	Hasi dhaifu -0.0408	Chanya dhaifu 0.0247	Hasi dhaifu -0.0006	Chanya dhaifu 0.0164
Answer 181	-	Hasi dhaifu -0.0146	Chanya dhaifu 0.0949	Chanya dhaifu 0.0135	Chanya dhaifu 0.0273	Chanya dhaifu 0.0039	Hasi dhaifu -0.0485	Hasi dhaifu -0.0524
Answer 182	-	Chanya dhaifu 0.0131	Chanya dhaifu 0.0237	Chanya dhaifu 0.0422	Hasi dhaifu -0.0456	Hasi dhaifu -0.0636	Chanya dhaifu 0.0035	Chanya dhaifu 0.0448
Mahusiano mazuri na wengine (unakubali au haukubaliani?)
Answer 183	-	Chanya dhaifu 0.0679	Chanya dhaifu 0.0838	Chanya dhaifu 0.0055	Hasi dhaifu -0.0408	Chanya dhaifu 0.0394	Hasi dhaifu -0.0460	Hasi dhaifu -0.0609
Answer 184	-	Chanya dhaifu 0.0101	Chanya dhaifu 0.0229	Chanya dhaifu 0.0237	Hasi dhaifu -0.0539	Hasi dhaifu -0.0130	Chanya dhaifu 0.0543	Hasi dhaifu -0.0236
Answer 185	-	Chanya dhaifu 0.0230	Hasi dhaifu -0.0372	Hasi dhaifu -0.0450	Chanya dhaifu 0.0079	Hasi dhaifu -0.0222	Chanya dhaifu 0.0718	Chanya dhaifu 0.0048
Answer 186	-	Chanya dhaifu 8.27E-5	Chanya dhaifu 0.0416	Chanya dhaifu 0.0059	Hasi dhaifu -0.0212	Hasi dhaifu -0.0477	Chanya dhaifu 0.0087	Chanya dhaifu 0.0258
Answer 187	-	Hasi dhaifu -0.0015	Hasi dhaifu -0.0020	Chanya dhaifu 0.0069	Hasi dhaifu -0.0322	Chanya dhaifu 0.0049	Chanya dhaifu 0.0651	Hasi dhaifu -0.0308
Answer 188	-	Hasi dhaifu -0.0079	Hasi dhaifu -0.0365	Chanya dhaifu 0.0059	Chanya dhaifu 0.0218	Chanya dhaifu 0.0314	Hasi dhaifu -0.0237	Hasi dhaifu -0.0079
Answer 189	-	Hasi dhaifu -0.0665	Hasi dhaifu -0.0478	Hasi dhaifu -0.0015	Chanya dhaifu 0.0775	Hasi dhaifu -0.0002	Hasi dhaifu -0.0800	Chanya dhaifu 0.0648
Mahusiano mazuri na wengine (unakubali au haukubaliani?)
Answer 190	-	Chanya dhaifu 0.0106	Hasi dhaifu -0.0631	Hasi dhaifu -0.0331	Chanya dhaifu 0.0258	Chanya dhaifu 0.0692	Hasi dhaifu -0.0654	Chanya dhaifu 0.0249
Answer 191	-	Hasi dhaifu -0.0351	Hasi dhaifu -0.0175	Chanya dhaifu 0.0110	Chanya dhaifu 0.0059	Hasi dhaifu -0.0152	Chanya dhaifu 0.0689	Hasi dhaifu -0.0236
Answer 192	-	Hasi dhaifu -0.0295	Chanya dhaifu 0.0262	Chanya dhaifu 0.0267	Hasi dhaifu -0.0141	Hasi dhaifu -0.0365	Chanya dhaifu 0.0433	Hasi dhaifu -0.0109
Answer 193	-	Chanya dhaifu 0.0629	Chanya dhaifu 0.0761	Chanya dhaifu 0.0074	Hasi dhaifu -0.0125	Hasi dhaifu -0.0597	Hasi dhaifu -0.0146	Hasi dhaifu -0.0151
Answer 194	-	Chanya dhaifu 0.0055	Chanya dhaifu 0.0353	Hasi dhaifu -0.0281	Hasi dhaifu -0.0154	Hasi dhaifu -0.0040	Chanya dhaifu 0.0324	Hasi dhaifu -0.0090
Answer 195	-	Chanya dhaifu 0.0167	Chanya dhaifu 0.0388	Chanya dhaifu 0.0048	Hasi dhaifu -0.0041	Hasi dhaifu -0.0068	Hasi dhaifu -0.0468	Chanya dhaifu 0.0127
Answer 196	-	Chanya dhaifu 0.0027	Chanya dhaifu 0.0221	Chanya dhaifu 0.0518	Hasi dhaifu -0.0450	Hasi dhaifu -0.0216	Hasi dhaifu -0.0278	Chanya dhaifu 0.0289
5) Kusudi maishani (unakubali au haukubaliani?)
Answer 197	-	Hasi dhaifu -0.0462	Hasi dhaifu -0.0373	Chanya dhaifu 0.0297	Chanya dhaifu 0.1873	Hasi dhaifu -0.0588	Hasi dhaifu -0.1340	Chanya dhaifu 0.0129
Answer 198	-	Hasi dhaifu -0.0006	Hasi dhaifu -0.0082	Hasi dhaifu -0.0325	Hasi dhaifu -0.0455	Chanya dhaifu 0.0184	Chanya dhaifu 0.0714	Chanya dhaifu 0.0033
Answer 199	-	Chanya dhaifu 0.0183	Hasi dhaifu -0.0211	Chanya dhaifu 0.0209	Hasi dhaifu -0.1185	Chanya dhaifu 0.0732	Chanya dhaifu 0.0533	Hasi dhaifu -0.0176
Answer 200	-	Chanya dhaifu 0.0633	Chanya dhaifu 0.0649	Hasi dhaifu -0.0340	Hasi dhaifu -0.0855	Hasi dhaifu -0.0121	Chanya dhaifu 0.0324	Chanya dhaifu 0.0161
Answer 201	-	Chanya dhaifu 0.0065	Chanya dhaifu 0.0036	Chanya dhaifu 0.0088	Hasi dhaifu -0.0481	Hasi dhaifu -0.0151	Chanya dhaifu 0.0499	Chanya dhaifu 0.0022
Answer 202	-	Hasi dhaifu -0.0093	Chanya dhaifu 0.0122	Hasi dhaifu -0.0189	Hasi dhaifu -0.0135	Chanya dhaifu 0.0367	Chanya dhaifu 0.0142	Hasi dhaifu -0.0170
Answer 203	-	Chanya dhaifu 0.0311	Chanya dhaifu 0.1175	Chanya dhaifu 0.0134	Hasi dhaifu -0.0540	Hasi dhaifu -0.0202	Chanya dhaifu 0.0038	Hasi dhaifu -0.0379
Kusudi maishani (unakubali au haukubaliani?)
Answer 204	-	Chanya dhaifu 0.0734	Chanya dhaifu 0.0560	Hasi dhaifu -0.0164	Hasi dhaifu -0.1154	Chanya dhaifu 0.0238	Chanya dhaifu 0.0005	Chanya dhaifu 0.0231
Answer 205	-	Chanya dhaifu 0.0743	Chanya dhaifu 0.0415	Hasi dhaifu -0.0195	Hasi dhaifu -0.1658	Chanya dhaifu 0.0234	Chanya dhaifu 0.0081	Chanya dhaifu 0.0769
Answer 206	-	Hasi dhaifu -0.0079	Hasi dhaifu -0.0251	Hasi dhaifu -0.0116	Hasi dhaifu -0.0607	Chanya dhaifu 0.0349	Chanya dhaifu 0.0339	Chanya dhaifu 0.0273
Answer 207	-	Chanya dhaifu 0.0117	Chanya dhaifu 0.0088	Hasi dhaifu -0.0121	Hasi dhaifu -0.0258	Hasi dhaifu -0.0277	Chanya dhaifu 0.0054	Chanya dhaifu 0.0464
Answer 208	-	Chanya dhaifu 0.0004	Hasi dhaifu -0.0128	Hasi dhaifu -0.0193	Chanya dhaifu 0.0120	Chanya dhaifu 0.0089	Chanya dhaifu 0.0529	Hasi dhaifu -0.0418
Answer 209	-	Hasi dhaifu -0.0449	Hasi dhaifu -0.0807	Chanya dhaifu 0.0040	Chanya dhaifu 0.0406	Chanya dhaifu 0.0041	Chanya dhaifu 0.0391	Hasi dhaifu -0.0001
Answer 210	-	Hasi dhaifu -0.0462	Chanya dhaifu 0.0368	Chanya dhaifu 0.0464	Chanya dhaifu 0.1753	Hasi dhaifu -0.0432	Hasi dhaifu -0.1040	Hasi dhaifu -0.0773
Kusudi maishani (unakubali au haukubaliani?)
Answer 211	-	Hasi dhaifu -0.0424	Hasi dhaifu -0.0542	Chanya dhaifu 0.0727	Chanya dhaifu 0.1062	Hasi dhaifu -0.0489	Hasi dhaifu -0.1357	Chanya dhaifu 0.0547
Answer 212	-	Hasi dhaifu -0.0425	Hasi dhaifu -0.0119	Hasi dhaifu -0.0206	Chanya dhaifu 0.0259	Hasi dhaifu -0.0188	Chanya dhaifu 0.0494	Chanya dhaifu 0.0042
Answer 213	-	Chanya dhaifu 0.0237	Chanya dhaifu 0.0066	Hasi dhaifu -0.0203	Hasi dhaifu -0.0892	Chanya dhaifu 0.0423	Chanya dhaifu 0.0428	Chanya dhaifu 0.0075
Answer 214	-	Chanya dhaifu 0.0552	Chanya dhaifu 0.0558	Hasi dhaifu -0.0670	Hasi dhaifu -0.0252	Chanya dhaifu 0.0224	Chanya dhaifu 0.0051	Hasi dhaifu -0.0135
Answer 215	-	Chanya dhaifu 0.0454	Chanya dhaifu 0.0320	Hasi dhaifu -0.0027	Hasi dhaifu -0.0487	Chanya dhaifu 0.0266	Chanya dhaifu 0.0504	Hasi dhaifu -0.0672
Answer 216	-	Chanya dhaifu 0.0160	Chanya dhaifu 0.0170	Chanya dhaifu 0.0035	Hasi dhaifu -0.0194	Chanya dhaifu 0.0135	Chanya dhaifu 0.0443	Hasi dhaifu -0.0525
Answer 217	-	Chanya dhaifu 0.0248	Chanya dhaifu 0.0264	Hasi dhaifu -0.0103	Hasi dhaifu -0.0678	Chanya dhaifu 0.0211	Chanya dhaifu 0.0496	Hasi dhaifu -0.0193
Kusudi maishani (unakubali au haukubaliani?)
Answer 218	-	Hasi dhaifu -0.0603	Hasi dhaifu -0.0525	Chanya dhaifu 0.0871	Chanya dhaifu 0.1330	Hasi dhaifu -0.0473	Hasi dhaifu -0.0916	Hasi dhaifu -0.0125
Answer 219	-	Hasi dhaifu -0.0208	Chanya dhaifu 0.0225	Hasi dhaifu -0.0433	Hasi dhaifu -0.0195	Hasi dhaifu -0.0069	Chanya dhaifu 0.0326	Chanya dhaifu 0.0351
Answer 220	-	Chanya dhaifu 0.0016	Chanya dhaifu 0.0084	Chanya dhaifu 0.0013	Chanya dhaifu 0.0003	Hasi dhaifu -0.0079	Chanya dhaifu 0.0326	Hasi dhaifu -0.0249
Answer 221	-	Chanya dhaifu 0.0617	Chanya dhaifu 0.0217	Hasi dhaifu -0.0349	Hasi dhaifu -0.0759	Chanya dhaifu 0.0358	Chanya dhaifu 0.0050	Chanya dhaifu 0.0112
Answer 222	-	Chanya dhaifu 0.0442	Chanya dhaifu 0.0110	Chanya dhaifu 0.0062	Hasi dhaifu -0.1004	Chanya dhaifu 0.0363	Chanya dhaifu 0.0531	Hasi dhaifu -0.0252
Answer 223	-	Chanya dhaifu 0.0111	Hasi dhaifu -0.0132	Hasi dhaifu -0.0414	Hasi dhaifu -0.0044	Chanya dhaifu 0.0337	Chanya dhaifu 0.0278	Hasi dhaifu -0.0117
Answer 224	-	Chanya dhaifu 0.0196	Chanya dhaifu 0.0334	Hasi dhaifu -0.0297	Hasi dhaifu -0.0292	Chanya dhaifu 0.0009	Hasi dhaifu -0.0046	Chanya dhaifu 0.0253
Kusudi maishani (unakubali au haukubaliani?)
Answer 225	-	Chanya dhaifu 0.0483	Chanya dhaifu 0.0826	Chanya dhaifu 0.0142	Hasi dhaifu -0.0628	Chanya dhaifu 0.0005	Hasi dhaifu -0.0037	Hasi dhaifu -0.0292
Answer 226	-	Chanya dhaifu 0.0880	Chanya dhaifu 0.0447	Hasi dhaifu -0.0013	Hasi dhaifu -0.0536	Chanya dhaifu 0.0338	Hasi dhaifu -0.0048	Hasi dhaifu -0.0576
Answer 227	-	Hasi dhaifu -0.0284	Hasi dhaifu -0.0060	Hasi dhaifu -0.0359	Hasi dhaifu -0.0326	Chanya dhaifu 0.0429	Chanya dhaifu 0.0522	Chanya dhaifu 0.0031
Answer 228	-	Chanya dhaifu 0.0028	Chanya dhaifu 0.0310	Hasi dhaifu -0.0025	Hasi dhaifu -0.0026	Hasi dhaifu -0.0227	Chanya dhaifu 0.0341	Hasi dhaifu -0.0249
Answer 229	-	Chanya dhaifu 0.0080	Hasi dhaifu -0.0170	Hasi dhaifu -0.0106	Hasi dhaifu -0.0135	Hasi dhaifu -0.0409	Chanya dhaifu 0.0380	Chanya dhaifu 0.0329
Answer 230	-	Hasi dhaifu -0.0236	Hasi dhaifu -0.0477	Hasi dhaifu -0.0073	Chanya dhaifu 0.0339	Chanya dhaifu 0.0227	Chanya dhaifu 0.0313	Hasi dhaifu -0.0281
Answer 231	-	Hasi dhaifu -0.0566	Hasi dhaifu -0.0424	Chanya dhaifu 0.0326	Chanya dhaifu 0.0782	Hasi dhaifu -0.0348	Hasi dhaifu -0.1026	Chanya dhaifu 0.0742
Kusudi maishani (unakubali au haukubaliani?)
Answer 232	-	Chanya dhaifu 0.0214	Chanya dhaifu 0.0328	Chanya dhaifu 0.0208	Hasi dhaifu -0.0282	Hasi dhaifu -0.0135	Hasi dhaifu -0.0101	Hasi dhaifu -0.0046
Answer 233	-	Hasi dhaifu -0.0008	Chanya dhaifu 0.0346	Chanya dhaifu 0.0024	Hasi dhaifu -0.0045	Hasi dhaifu -0.0266	Hasi dhaifu -0.0113	Chanya dhaifu 0.0146
Answer 234	-	Chanya dhaifu 0.0098	Hasi dhaifu -0.0437	Chanya dhaifu 0.0082	Hasi dhaifu -0.0385	Hasi dhaifu -0.0153	Hasi dhaifu -0.0030	Chanya dhaifu 0.0718
Answer 235	-	Chanya dhaifu 0.0229	Chanya dhaifu 0.0669	Chanya dhaifu 0.0316	Hasi dhaifu -0.0048	Hasi dhaifu -0.0099	Hasi dhaifu -0.0402	Hasi dhaifu -0.0352
Answer 236	-	Hasi dhaifu -0.0176	Chanya dhaifu 0.0457	Hasi dhaifu -0.0479	Hasi dhaifu -0.0003	Chanya dhaifu 0.0068	Chanya dhaifu 0.0563	Hasi dhaifu -0.0291
Answer 237	-	Hasi dhaifu -0.0434	Hasi dhaifu -0.0346	Hasi dhaifu -0.0368	Chanya dhaifu 0.0216	Chanya dhaifu 0.0529	Chanya dhaifu 0.0252	Hasi dhaifu -0.0122
Answer 238	-	Chanya dhaifu 0.0135	Hasi dhaifu -0.0485	Chanya dhaifu 0.0187	Chanya dhaifu 0.0214	Hasi dhaifu -0.0087	Hasi dhaifu -0.0121	Chanya dhaifu 0.0028
Kusudi maishani (unakubali au haukubaliani?)
Answer 239	-	Hasi dhaifu -0.0061	Chanya dhaifu 0.0881	Chanya dhaifu 0.0396	Hasi dhaifu -0.0155	Hasi dhaifu -0.0029	Hasi dhaifu -0.0137	Hasi dhaifu -0.0569
Answer 240	-	Chanya dhaifu 0.0899	Hasi dhaifu -0.0058	Chanya dhaifu 0.0237	Hasi dhaifu -0.0219	Hasi dhaifu -0.0261	Chanya dhaifu 0.0268	Hasi dhaifu -0.0490
Answer 241	-	Hasi dhaifu -0.0100	Chanya dhaifu 0.0261	Hasi dhaifu -0.0255	Hasi dhaifu -0.0029	Chanya dhaifu 0.0490	Chanya dhaifu 0.0445	Hasi dhaifu -0.0696
Answer 242	-	Chanya dhaifu 0.0342	Chanya dhaifu 0.0343	Hasi dhaifu -0.0359	Hasi dhaifu -0.0291	Hasi dhaifu -0.0600	Chanya dhaifu 0.0326	Chanya dhaifu 0.0454
Answer 243	-	Hasi dhaifu -0.0418	Hasi dhaifu -0.0008	Hasi dhaifu -0.0511	Chanya dhaifu 0.0355	Chanya dhaifu 0.0348	Chanya dhaifu 0.0145	Hasi dhaifu -0.0076
Answer 244	-	Hasi dhaifu -0.0469	Hasi dhaifu -0.0773	Chanya dhaifu 0.0195	Hasi dhaifu -0.0179	Chanya dhaifu 0.0174	Hasi dhaifu -0.0094	Chanya dhaifu 0.0694
Answer 245	-	Hasi dhaifu -0.0175	Hasi dhaifu -0.0327	Chanya dhaifu 0.0249	Chanya dhaifu 0.0424	Hasi dhaifu -0.0138	Hasi dhaifu -0.0796	Chanya dhaifu 0.0489
6) Kukubali mwenyewe (unakubali au haukubaliani?)
Answer 246	-	Chanya dhaifu 0.0296	Chanya dhaifu 0.1182	Chanya dhaifu 0.0032	Hasi dhaifu -0.0452	Chanya dhaifu 0.0094	Hasi dhaifu -0.0216	Hasi dhaifu -0.0442
Answer 247	-	Chanya dhaifu 0.0280	Chanya dhaifu 0.0536	Chanya dhaifu 0.0347	Hasi dhaifu -0.0108	Hasi dhaifu -0.0601	Chanya dhaifu 0.0804	Hasi dhaifu -0.0811
Answer 248	-	Chanya dhaifu 0.0222	Hasi dhaifu -0.0181	Hasi dhaifu -0.0044	Chanya dhaifu 0.0234	Chanya dhaifu 0.0578	Hasi dhaifu -0.0117	Hasi dhaifu -0.0662
Answer 249	-	Chanya dhaifu 0.0047	Hasi dhaifu -0.0051	Hasi dhaifu -0.0437	Hasi dhaifu -0.0063	Hasi dhaifu -0.0237	Hasi dhaifu -0.0002	Chanya dhaifu 0.0668
Answer 250	-	Hasi dhaifu -0.0213	Chanya dhaifu 0.0157	Hasi dhaifu -0.0074	Chanya dhaifu 5.52E-5	Hasi dhaifu -0.0198	Chanya dhaifu 0.0358	Hasi dhaifu -0.0011
Answer 251	-	Hasi dhaifu -0.0104	Hasi dhaifu -0.0679	Hasi dhaifu -0.0144	Chanya dhaifu 0.0159	Chanya dhaifu 0.0095	Chanya dhaifu 0.0454	Chanya dhaifu 0.0026
Answer 252	-	Hasi dhaifu -0.0413	Hasi dhaifu -0.0535	Chanya dhaifu 0.0195	Chanya dhaifu 0.0087	Chanya dhaifu 0.0146	Hasi dhaifu -0.1039	Chanya dhaifu 0.1052
Kukubali mwenyewe (unakubali au haukubaliani?)
Answer 253	-	Hasi dhaifu -0.0583	Hasi dhaifu -0.0530	Chanya dhaifu 0.0465	Chanya dhaifu 0.0300	Hasi dhaifu -0.0037	Hasi dhaifu -0.1154	Chanya dhaifu 0.0996
Answer 254	-	Hasi dhaifu -0.0241	Hasi dhaifu -0.0540	Hasi dhaifu -0.0223	Chanya dhaifu 0.0079	Chanya dhaifu 0.0270	Chanya dhaifu 0.0443	Chanya dhaifu 0.0019
Answer 255	-	Chanya dhaifu 0.0213	Hasi dhaifu -0.0219	Hasi dhaifu -0.0480	Hasi dhaifu -0.0534	Chanya dhaifu 0.0234	Chanya dhaifu 0.0839	Hasi dhaifu -0.0011
Answer 256	-	Chanya dhaifu 0.0281	Chanya dhaifu 0.0388	Hasi dhaifu -0.0258	Hasi dhaifu -0.0237	Hasi dhaifu -0.0220	Chanya dhaifu 0.0416	Hasi dhaifu -0.0111
Answer 257	-	Chanya dhaifu 0.0610	Chanya dhaifu 0.0509	Hasi dhaifu -0.0075	Chanya dhaifu 0.0299	Chanya dhaifu 0.0068	Hasi dhaifu -0.0216	Hasi dhaifu -0.0823
Answer 258	-	Hasi dhaifu -0.0113	Chanya dhaifu 0.0511	Chanya dhaifu 0.0345	Chanya dhaifu 0.0438	Hasi dhaifu -0.0652	Chanya dhaifu 0.0040	Hasi dhaifu -0.0398
Answer 259	-	Chanya dhaifu 0.0506	Chanya dhaifu 0.1036	Chanya dhaifu 0.0332	Hasi dhaifu -0.0615	Chanya dhaifu 0.0135	Hasi dhaifu -0.0280	Hasi dhaifu -0.0543
Kukubali mwenyewe (unakubali au haukubaliani?)
Answer 260	-	Chanya dhaifu 0.0644	Chanya dhaifu 0.0935	Chanya dhaifu 0.0285	Hasi dhaifu -0.0810	Chanya dhaifu 0.0280	Hasi dhaifu -0.0124	Hasi dhaifu -0.0619
Answer 261	-	Hasi dhaifu -0.0126	Chanya dhaifu 0.0505	Hasi dhaifu -0.0304	Chanya dhaifu 0.0029	Hasi dhaifu -0.0064	Chanya dhaifu 0.0438	Hasi dhaifu -0.0265
Answer 262	-	Chanya dhaifu 0.0589	Chanya dhaifu 0.0015	Hasi dhaifu -0.0181	Chanya dhaifu 0.0158	Chanya dhaifu 0.0538	Hasi dhaifu -0.0148	Hasi dhaifu -0.0803
Answer 263	-	Hasi dhaifu -0.0083	Hasi dhaifu -0.0119	Hasi dhaifu -0.0268	Chanya dhaifu 0.0003	Hasi dhaifu -0.0201	Chanya dhaifu 0.0127	Chanya dhaifu 0.0447
Answer 264	-	Chanya dhaifu 0.0069	Hasi dhaifu -0.0071	Chanya dhaifu 0.0023	Hasi dhaifu -0.0114	Hasi dhaifu -0.0622	Chanya dhaifu 0.0559	Chanya dhaifu 0.0189
Answer 265	-	Hasi dhaifu -0.0293	Hasi dhaifu -0.0703	Chanya dhaifu 0.0098	Hasi dhaifu -0.0083	Hasi dhaifu -0.0160	Chanya dhaifu 0.0913	Chanya dhaifu 0.0008
Answer 266	-	Hasi dhaifu -0.0588	Hasi dhaifu -0.0426	Chanya dhaifu 0.0315	Chanya dhaifu 0.0602	Chanya dhaifu 0.0107	Hasi dhaifu -0.1438	Chanya dhaifu 0.0894
Kukubali mwenyewe (unakubali au haukubaliani?)
Answer 267	-	Hasi dhaifu -0.0473	Hasi dhaifu -0.0233	Chanya dhaifu 0.0455	Chanya dhaifu 0.0968	Hasi dhaifu -0.0399	Hasi dhaifu -0.1425	Chanya dhaifu 0.0662
Answer 268	-	Hasi dhaifu -0.0181	Hasi dhaifu -0.0452	Hasi dhaifu -0.0075	Hasi dhaifu -0.0155	Hasi dhaifu -0.0101	Chanya dhaifu 0.0712	Chanya dhaifu 0.0122
Answer 269	-	Chanya dhaifu 0.0086	Hasi dhaifu -0.0105	Hasi dhaifu -0.0253	Chanya dhaifu 0.0002	Chanya dhaifu 0.0220	Chanya dhaifu 0.0001	Chanya dhaifu 0.0036
Answer 270	-	Chanya dhaifu 0.0029	Chanya dhaifu 0.0604	Hasi dhaifu -0.0507	Hasi dhaifu -0.0374	Chanya dhaifu 0.0178	Chanya dhaifu 0.0655	Hasi dhaifu -0.0291
Answer 271	-	Chanya dhaifu 0.0532	Hasi dhaifu -0.0030	Hasi dhaifu -0.0141	Hasi dhaifu -0.0492	Chanya dhaifu 0.0236	Chanya dhaifu 0.0673	Hasi dhaifu -0.0542
Answer 272	-	Chanya dhaifu 0.0429	Chanya dhaifu 0.0529	Chanya dhaifu 0.0125	Hasi dhaifu -0.0383	Hasi dhaifu -0.0089	Chanya dhaifu 0.0521	Hasi dhaifu -0.0674
Answer 273	-	Chanya dhaifu 0.0361	Chanya dhaifu 0.0708	Chanya dhaifu 0.0281	Hasi dhaifu -0.0659	Chanya dhaifu 0.0506	Hasi dhaifu -0.0571	Hasi dhaifu -0.0281
Kukubali mwenyewe (unakubali au haukubaliani?)
Answer 274	-	Hasi dhaifu -0.0022	Chanya dhaifu 0.0055	Chanya dhaifu 0.0417	Chanya dhaifu 0.0659	Hasi dhaifu -0.0531	Hasi dhaifu -0.1276	Chanya dhaifu 0.0535
Answer 275	-	Hasi dhaifu -0.0105	Hasi dhaifu -0.0336	Chanya dhaifu 0.0203	Chanya dhaifu 0.0019	Hasi dhaifu -0.0272	Chanya dhaifu 0.0423	Hasi dhaifu -0.0024
Answer 276	-	Hasi dhaifu -0.0050	Hasi dhaifu -0.0360	Hasi dhaifu -0.0026	Chanya dhaifu 0.0161	Hasi dhaifu -0.0027	Chanya dhaifu 0.0154	Chanya dhaifu 0.0037
Answer 277	-	Hasi dhaifu -0.0227	Hasi dhaifu -0.0080	Hasi dhaifu -0.0659	Hasi dhaifu -0.0382	Chanya dhaifu 0.0602	Chanya dhaifu 0.0457	Chanya dhaifu 0.0178
Answer 278	-	Chanya dhaifu 0.0188	Chanya dhaifu 0.0216	Hasi dhaifu -0.0151	Hasi dhaifu -0.0156	Chanya dhaifu 0.0273	Chanya dhaifu 0.0581	Hasi dhaifu -0.0704
Answer 279	-	Chanya dhaifu 0.0345	Chanya dhaifu 0.0341	Chanya dhaifu 0.0079	Hasi dhaifu -0.0463	Hasi dhaifu -0.0142	Chanya dhaifu 0.0262	Hasi dhaifu -0.0132
Answer 280	-	Chanya dhaifu 0.0178	Chanya dhaifu 0.0770	Chanya dhaifu 0.0092	Hasi dhaifu -0.0259	Chanya dhaifu 0.0452	Hasi dhaifu -0.0388	Hasi dhaifu -0.0509
Kukubali mwenyewe (unakubali au haukubaliani?)
Answer 281	-	Chanya dhaifu 0.0477	Chanya dhaifu 0.0846	Chanya dhaifu 0.0573	Hasi dhaifu -0.0492	Chanya dhaifu 0.0024	Hasi dhaifu -0.0300	Hasi dhaifu -0.0621
Answer 282	-	Chanya dhaifu 0.0931	Chanya dhaifu 0.0333	Hasi dhaifu -0.0199	Hasi dhaifu -0.0289	Hasi dhaifu -0.0009	Chanya dhaifu 0.0146	Hasi dhaifu -0.0450
Answer 283	-	Chanya dhaifu 0.0092	Chanya dhaifu 0.0337	Hasi dhaifu -0.0056	Chanya dhaifu 0.0319	Chanya dhaifu 0.0216	Chanya dhaifu 0.0162	Hasi dhaifu -0.0867
Answer 284	-	Chanya dhaifu 0.0043	Chanya dhaifu 0.0062	Hasi dhaifu -0.0376	Hasi dhaifu -0.0210	Chanya dhaifu 0.0011	Chanya dhaifu 0.0673	Hasi dhaifu -0.0124
Answer 285	-	Hasi dhaifu -0.0266	Hasi dhaifu -0.0429	Chanya dhaifu 0.0267	Chanya dhaifu 0.0310	Hasi dhaifu -0.0567	Chanya dhaifu 0.0107	Chanya dhaifu 0.0362
Answer 286	-	Hasi dhaifu -0.0792	Hasi dhaifu -0.0291	Hasi dhaifu -0.0510	Chanya dhaifu 0.0209	Chanya dhaifu 0.0209	Chanya dhaifu 0.0415	Chanya dhaifu 0.0355
Answer 287	-	Hasi dhaifu -0.0375	Hasi dhaifu -0.0679	Chanya dhaifu 0.0435	Chanya dhaifu 0.0140	Chanya dhaifu 0.0027	Hasi dhaifu -0.1165	Chanya dhaifu 0.1111
Kukubali mwenyewe (unakubali au haukubaliani?)
Answer 288	-	Hasi dhaifu -0.0409	Chanya dhaifu 0.0194	Chanya dhaifu 0.0487	Chanya dhaifu 0.0534	Hasi dhaifu -0.0433	Hasi dhaifu -0.1192	Chanya dhaifu 0.0588
Answer 289	-	Chanya dhaifu 0.0037	Hasi dhaifu -0.0830	Hasi dhaifu -0.0232	Hasi dhaifu -0.0138	Chanya dhaifu 0.0207	Chanya dhaifu 0.0677	Chanya dhaifu 0.0088
Answer 290	-	Hasi dhaifu -0.0347	Hasi dhaifu -0.0047	Hasi dhaifu -0.0136	Hasi dhaifu -0.0138	Chanya dhaifu 0.0263	Chanya dhaifu 0.0552	Hasi dhaifu -0.0210
Answer 291	-	Chanya dhaifu 0.0873	Chanya dhaifu 0.0334	Hasi dhaifu -0.0337	Hasi dhaifu -0.0376	Hasi dhaifu -0.0228	Chanya dhaifu 0.0361	Hasi dhaifu -0.0220
Answer 292	-	Chanya dhaifu 0.0234	Chanya dhaifu 0.0298	Hasi dhaifu -0.0182	Hasi dhaifu -0.0027	Chanya dhaifu 0.0417	Chanya dhaifu 0.0107	Hasi dhaifu -0.0615
Answer 293	-	Chanya dhaifu 0.0188	Chanya dhaifu 0.0445	Chanya dhaifu 0.0150	Chanya dhaifu 0.0030	Chanya dhaifu 0.0074	Hasi dhaifu -0.0157	Hasi dhaifu -0.0474
Answer 294	-	Chanya dhaifu 0.0192	Chanya dhaifu 0.1253	Chanya dhaifu 0.0081	Hasi dhaifu -0.0703	Chanya dhaifu 0.0015	Hasi dhaifu -0.0020	Hasi dhaifu -0.0301

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

Some opportunities this could open up include:

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

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

BPS critiques MBTI^®'s dichotomous typing

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

Details:

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

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

Ongoing Debates About MBTI^®'s Scientific Depth

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

Details:

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

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

Conclusion

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

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

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

2025.03.04

Valerii Kosenko

Mmiliki wa Bidhaa SaaS SDTEST®

Valerii alifuzu kama mwanasaikolojia wa kufundisha jamii mwaka wa 1993 na tangu wakati huo ametumia ujuzi wake katika usimamizi wa mradi.
Valerii alipata Shahada ya Uzamili na kufuzu kwa mradi na meneja wa programu mwaka wa 2013. Wakati wa programu yake ya Uzamili, alipata ujuzi wa Project Roadmap (GPM Deutsche Gesellschaft für Projektmanagement e. V.) na Spiral Dynamics.
Valerii ndiye mwandishi wa kuchunguza kutokuwa na uhakika wa V.U.C.A. dhana kwa kutumia Spiral Dynamics na takwimu za hisabati katika saikolojia, na kura 38 za kimataifa.

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