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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 86624 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.

Bophelo bo botle ba kelello

lichate Correlation

VUCA

Mahlonoko tseo ho leng bohlokoa ba Correlation coefficient

Kabo e tloaelehileng, ke William Searly Gosset (seithuti) r = 0.0481

Kabo e tloaelehileng e sa tloaelehang, ka Spearman r = 0.002

Bonts'a feela liphetho feela > r = 0.0481

TLHOKOMELISO	Se seng se tloaelehileng	Tloaelehileng	Se seng se tloaelehileng	Tloaelehileng	Tloaelehileng	Tloaelehileng	Tloaelehileng	Tloaelehileng
Lipotso tsohle Lipotso tsohle 1) Autonomony (o lumellana le bokae kapa o sa lumellane?) 2) Masterytal Mastery 3) Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?) 4) Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?) 5) Morero bophelong (o lumellana le eng kapa o hanana le eng?) 6) Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
1) Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 1	-	Fokolang mpe -0.0557	Fokolang positive 0.0691	Fokolang mpe -0.0388	Fokolang positive 0.0395	Fokolang mpe -0.0502	Fokolang mpe -0.0097	Fokolang positive 0.0470
Answer 2	-	Fokolang mpe -0.0272	Fokolang mpe -0.0296	Fokolang positive 0.0197	Fokolang positive 0.0280	Fokolang mpe -0.0010	Fokolang mpe -0.0309	Fokolang positive 0.0182
Answer 3	-	Fokolang positive 0.0442	Fokolang mpe -0.0279	Fokolang positive 0.0164	Fokolang mpe -0.0325	Fokolang positive 0.0068	Fokolang positive 0.0428	Fokolang mpe -0.0361
Answer 4	-	Fokolang positive 0.0409	Fokolang mpe -0.0145	Fokolang positive 0.0236	Fokolang positive 0.0016	Fokolang mpe -0.0139	Fokolang mpe -0.0540	Fokolang positive 0.0170
Answer 5	-	Fokolang mpe -0.0052	Fokolang mpe -0.0126	Fokolang mpe -0.0132	Fokolang mpe -0.0210	Fokolang positive 0.0743	Fokolang positive 0.0499	Fokolang mpe -0.0721
Answer 6	-	Fokolang positive 0.0607	Fokolang mpe -0.0334	Fokolang positive 0.0382	Fokolang mpe -0.0275	Fokolang positive 0.0102	Fokolang mpe -0.0067	Fokolang mpe -0.0274
Answer 7	-	Fokolang positive 0.0294	Fokolang positive 0.0224	Fokolang mpe -0.0347	Fokolang mpe -0.0617	Fokolang positive 0.0281	Fokolang positive 0.0228	Fokolang positive 0.0085
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 8	-	Fokolang positive 0.0042	Fokolang positive 0.0368	Fokolang positive 0.0268	Fokolang mpe -0.0217	Fokolang mpe -0.0399	Fokolang mpe -0.0866	Fokolang positive 0.0855
Answer 9	-	Fokolang mpe -0.0583	Fokolang mpe -0.0049	Fokolang positive 0.0135	Fokolang positive 0.0455	Fokolang mpe -0.0129	Fokolang positive 0.0094	Fokolang mpe -0.0115
Answer 10	-	Fokolang mpe -0.0464	Fokolang mpe -0.0393	Fokolang mpe -0.0494	Fokolang positive 0.0023	Fokolang positive 0.0133	Fokolang positive 0.0649	Fokolang positive 0.0262
Answer 11	-	Fokolang positive 0.0386	Fokolang positive 0.0264	Fokolang positive 0.0128	Fokolang mpe -0.0015	Fokolang mpe -0.0281	Fokolang positive 0.0129	Fokolang mpe -0.0374
Answer 12	-	Fokolang positive 0.0430	Fokolang positive 0.0001	Fokolang mpe -0.0332	Fokolang positive 0.0136	Fokolang positive 0.0509	Fokolang positive 0.0181	Fokolang mpe -0.0758
Answer 13	-	Fokolang positive 0.0577	Fokolang mpe -0.0354	Fokolang positive 0.0351	Fokolang mpe -0.0582	Fokolang positive 0.0323	Fokolang mpe -0.0024	Fokolang mpe -0.0167
Answer 14	-	Fokolang positive 0.0467	Fokolang positive 0.0236	Fokolang mpe -0.0099	Fokolang mpe -0.0177	Fokolang positive 0.0187	Fokolang mpe -0.0012	Fokolang mpe -0.0349
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 15	-	Fokolang positive 0.0670	Fokolang positive 0.0208	Fokolang positive 0.0374	Fokolang mpe -0.0541	Fokolang positive 0.0434	Fokolang mpe -0.0218	Fokolang mpe -0.0556
Answer 16	-	Fokolang positive 0.0620	Fokolang positive 0.0223	Fokolang positive 0.0403	Fokolang positive 0.0189	Fokolang mpe -0.0159	Fokolang mpe -0.0311	Fokolang mpe -0.0641
Answer 17	-	Fokolang mpe -0.0181	Fokolang mpe -0.0164	Fokolang mpe -0.0340	Fokolang positive 0.0768	Fokolang positive 0.0067	Fokolang positive 0.0231	Fokolang mpe -0.0518
Answer 18	-	Fokolang mpe -0.0181	Fokolang positive 0.0080	Fokolang mpe -0.0360	Fokolang mpe -0.0184	Fokolang positive 0.0052	Fokolang mpe -0.0054	Fokolang positive 0.0529
Answer 19	-	Fokolang positive 0.0197	Fokolang positive 0.0446	Fokolang mpe -0.0285	Fokolang mpe -0.0255	Fokolang mpe -0.0162	Fokolang positive 0.0427	Fokolang mpe -0.0111
Answer 20	-	Fokolang mpe -0.0411	Fokolang mpe -0.0323	Fokolang positive 0.0094	Fokolang positive 0.0143	Fokolang mpe -0.0520	Fokolang positive 0.0298	Fokolang positive 0.0509
Answer 21	-	Fokolang mpe -0.0534	Fokolang mpe -0.0328	Fokolang positive 0.0179	Fokolang mpe -0.0535	Fokolang positive 0.0426	Fokolang mpe -0.0373	Fokolang positive 0.0813
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 22	-	Fokolang mpe -0.0234	Fokolang positive 0.0398	Fokolang positive 0.0108	Fokolang mpe -0.0466	Fokolang mpe -0.0260	Fokolang mpe -0.0354	Fokolang positive 0.0802
Answer 23	-	Fokolang mpe -0.0536	Fokolang mpe -0.0186	Fokolang mpe -0.0069	Fokolang positive 0.0116	Fokolang mpe -0.0092	Fokolang positive 0.0102	Fokolang positive 0.0399
Answer 24	-	Fokolang positive 0.0427	Fokolang mpe -0.0441	Fokolang mpe -0.0065	Fokolang positive 0.0598	Fokolang mpe -0.0184	Fokolang positive 0.0529	Fokolang mpe -0.0789
Answer 25	-	Fokolang positive 0.0162	Fokolang positive 0.0102	Fokolang positive 0.0152	Fokolang mpe -0.0088	Fokolang mpe -0.0143	Fokolang mpe -0.0195	Fokolang positive 0.0083
Answer 26	-	Fokolang mpe -0.0037	Fokolang mpe -0.0184	Fokolang mpe -0.0160	Fokolang mpe -0.0199	Fokolang positive 0.0750	Fokolang mpe -0.0068	Fokolang mpe -0.0191
Answer 27	-	Fokolang positive 0.0582	Fokolang positive 0.0149	Fokolang positive 0.0057	Fokolang positive 0.0010	Fokolang positive 0.0706	Fokolang mpe -0.0091	Fokolang mpe -0.1084
Answer 28	-	Fokolang positive 0.0420	Fokolang positive 0.0415	Fokolang mpe -0.0075	Fokolang positive 0.0018	Fokolang mpe -0.0270	Fokolang positive 0.0030	Fokolang mpe -0.0245
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 29	-	Fokolang positive 0.0839	Fokolang positive 0.0307	Fokolang mpe -0.0130	Fokolang mpe -0.0309	Fokolang positive 0.0445	Fokolang mpe -0.0277	Fokolang mpe -0.0503
Answer 30	-	Fokolang positive 0.0324	Fokolang mpe -0.0160	Fokolang positive 0.0303	Fokolang mpe -0.0617	Fokolang positive 0.0260	Fokolang positive 0.0132	Fokolang mpe -0.0084
Answer 31	-	Fokolang mpe -0.0178	Fokolang mpe -0.0371	Fokolang positive 0.0012	Fokolang mpe -0.0190	Fokolang positive 0.0325	Fokolang mpe -0.0017	Fokolang positive 0.0185
Answer 32	-	Fokolang positive 0.0325	Fokolang positive 0.0384	Fokolang positive 0.0278	Fokolang positive 0.0102	Fokolang mpe -0.0234	Fokolang mpe -0.0228	Fokolang mpe -0.0392
Answer 33	-	Fokolang mpe -0.0126	Fokolang positive 0.0030	Fokolang mpe -0.0252	Fokolang positive 0.0187	Fokolang positive 0.0397	Fokolang mpe -0.0325	Fokolang positive 0.0004
Answer 34	-	Fokolang mpe -0.0041	Fokolang mpe -0.0291	Fokolang mpe -0.0257	Fokolang positive 0.0031	Fokolang mpe -0.0110	Fokolang positive 0.0559	Fokolang positive 0.0053
Answer 35	-	Fokolang mpe -0.0721	Fokolang positive 0.0266	Fokolang positive 0.0014	Fokolang positive 0.0666	Fokolang mpe -0.0818	Fokolang mpe -0.0044	Fokolang positive 0.0431
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 36	-	Fokolang positive 0.0915	Fokolang positive 0.0318	Fokolang mpe -0.0086	Fokolang mpe -0.0600	Fokolang positive 0.0582	Fokolang positive 0.0080	Fokolang mpe -0.0723
Answer 37	-	Fokolang positive 0.0607	Fokolang positive 0.0268	Fokolang positive 0.0158	Fokolang mpe -0.0125	Fokolang positive 0.0072	Fokolang mpe -0.0078	Fokolang mpe -0.0588
Answer 38	-	Fokolang mpe -0.0556	Fokolang mpe -0.0490	Fokolang mpe -0.0052	Fokolang positive 0.0332	Fokolang positive 0.0500	Fokolang mpe -0.0084	Fokolang mpe -0.0053
Answer 39	-	Fokolang positive 0.0237	Fokolang mpe -0.0092	Fokolang mpe -0.0004	Fokolang mpe -0.0166	Fokolang mpe -0.0610	Fokolang positive 0.0228	Fokolang positive 0.0470
Answer 40	-	Fokolang mpe -0.0467	Fokolang mpe -0.0241	Fokolang mpe -0.0119	Fokolang positive 0.0231	Fokolang mpe -0.0186	Fokolang positive 0.0387	Fokolang positive 0.0199
Answer 41	-	Fokolang mpe -0.0432	Fokolang mpe -0.0221	Fokolang mpe -0.0157	Fokolang positive 0.0454	Fokolang mpe -0.0530	Fokolang positive 0.0153	Fokolang positive 0.0506
Answer 42	-	Fokolang mpe -0.0245	Fokolang positive 0.0496	Fokolang positive 0.0224	Fokolang mpe -0.0211	Fokolang positive 0.0052	Fokolang mpe -0.0577	Fokolang positive 0.0280
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 43	-	Fokolang mpe -0.0475	Fokolang positive 0.0327	Fokolang positive 0.0525	Fokolang positive 0.0207	Fokolang mpe -0.0647	Fokolang mpe -0.0764	Fokolang positive 0.0692
Answer 44	-	Fokolang mpe -0.0132	Fokolang mpe -0.0416	Fokolang mpe -0.0286	Fokolang positive 0.0064	Fokolang positive 0.0123	Fokolang positive 0.0763	Fokolang mpe -0.0226
Answer 45	-	Fokolang mpe -0.0060	Fokolang positive 0.0119	Fokolang mpe -0.0294	Fokolang mpe -0.0175	Fokolang positive 0.0451	Fokolang positive 0.0158	Fokolang mpe -0.0185
Answer 46	-	Fokolang positive 0.0525	Fokolang mpe -0.0174	Fokolang positive 0.0115	Fokolang mpe -0.0215	Fokolang positive 0.0161	Fokolang positive 0.0146	Fokolang mpe -0.0363
Answer 47	-	Fokolang positive 0.0314	Fokolang mpe -0.0006	Fokolang mpe -0.0248	Fokolang positive 0.0326	Fokolang positive 0.0060	Fokolang positive 0.0152	Fokolang mpe -0.0466
Answer 48	-	Fokolang positive 0.0353	Fokolang positive 0.0156	Fokolang positive 0.0101	Fokolang mpe -0.0119	Fokolang positive 0.0065	Fokolang mpe -0.0384	Fokolang mpe -0.0045
Answer 49	-	Fokolang positive 0.0390	Fokolang positive 0.0051	Fokolang mpe -0.0226	Fokolang mpe -0.0367	Fokolang positive 0.0309	Fokolang mpe -0.0161	Fokolang positive 0.0099
2) Masterytal Mastery
Answer 50	-	Fokolang mpe -0.0490	Fokolang mpe -0.0204	Fokolang positive 0.0067	Fokolang positive 0.0784	Fokolang mpe -0.0394	Fokolang mpe -0.1017	Fokolang positive 0.0845
Answer 51	-	Fokolang mpe -0.0012	Fokolang mpe -0.0108	Fokolang positive 0.0085	Fokolang mpe -0.0276	Fokolang positive 0.0063	Fokolang positive 0.0297	Fokolang mpe -0.0034
Answer 52	-	Fokolang positive 0.0247	Fokolang mpe -0.0355	Fokolang mpe -0.0082	Fokolang mpe -0.0157	Fokolang mpe -0.0070	Fokolang positive 0.0906	Fokolang mpe -0.0409
Answer 53	-	Fokolang positive 0.0040	Fokolang mpe -0.0049	Fokolang mpe -0.0115	Fokolang mpe -0.0222	Fokolang mpe -0.0016	Fokolang mpe -0.0114	Fokolang positive 0.0403
Answer 54	-	Fokolang positive 0.0132	Fokolang positive 0.0328	Fokolang positive 0.0111	Fokolang mpe -0.0090	Fokolang positive 0.0197	Fokolang mpe -0.0050	Fokolang mpe -0.0421
Answer 55	-	Fokolang positive 0.0400	Fokolang positive 0.0229	Fokolang mpe -0.0223	Fokolang mpe -0.0129	Fokolang positive 0.0714	Fokolang positive 0.0077	Fokolang mpe -0.0806
Answer 56	-	Fokolang positive 0.0056	Fokolang positive 0.0995	Fokolang positive 0.0082	Fokolang mpe -0.0354	Fokolang mpe -0.0161	Fokolang positive 0.0103	Fokolang mpe -0.0326
Masterytal Mastery
Answer 57	-	Fokolang positive 0.0622	Fokolang positive 0.0840	Fokolang positive 0.0504	Fokolang mpe -0.0787	Fokolang positive 0.0021	Fokolang mpe -0.0338	Fokolang mpe -0.0310
Answer 58	-	Fokolang positive 0.0647	Fokolang positive 0.0334	Fokolang mpe -0.0308	Fokolang mpe -0.0320	Fokolang positive 0.0119	Fokolang positive 0.0698	Fokolang mpe -0.0764
Answer 59	-	Fokolang mpe -0.0079	Fokolang mpe -0.0290	Fokolang positive 0.0142	Fokolang positive 0.0114	Fokolang positive 0.0019	Fokolang positive 0.0191	Fokolang mpe -0.0165
Answer 60	-	Fokolang positive 0.0155	Fokolang mpe -0.0089	Fokolang mpe -2.58E-5	Fokolang mpe -0.0092	Fokolang positive 0.0026	Fokolang mpe -0.0058	Fokolang positive 0.0064
Answer 61	-	Fokolang mpe -0.0050	Fokolang positive 0.0190	Fokolang positive 0.0060	Fokolang positive 0.0073	Fokolang mpe -0.0071	Fokolang mpe -0.0151	Fokolang mpe -4.79E-5
Answer 62	-	Fokolang mpe -0.0554	Fokolang mpe -0.0778	Fokolang mpe -0.0014	Fokolang positive 0.0008	Fokolang positive 0.0037	Fokolang positive 0.0102	Fokolang positive 0.0732
Answer 63	-	Fokolang mpe -0.0550	Fokolang positive 0.0020	Fokolang mpe -0.0237	Fokolang positive 0.0783	Fokolang mpe -0.0153	Fokolang mpe -0.0584	Fokolang positive 0.0393
Masterytal Mastery
Answer 64	-	Fokolang positive 0.0574	Fokolang positive 0.0893	Fokolang positive 0.0476	Fokolang mpe -0.0792	Fokolang mpe -0.0059	Fokolang mpe -0.0381	Fokolang mpe -0.0177
Answer 65	-	Fokolang positive 0.0135	Fokolang positive 0.0556	Fokolang mpe -0.0099	Fokolang mpe -0.0519	Fokolang positive 0.0302	Fokolang positive 0.0320	Fokolang mpe -0.0413
Answer 66	-	Fokolang positive 0.0508	Fokolang mpe -0.0298	Fokolang mpe -0.0032	Fokolang mpe -0.0194	Fokolang positive 0.0158	Fokolang positive 0.0210	Fokolang mpe -0.0218
Answer 67	-	Fokolang positive 0.0173	Fokolang positive 0.0365	Fokolang mpe -0.0049	Fokolang mpe -0.0066	Fokolang mpe -0.0452	Fokolang positive 0.0267	Fokolang mpe -0.0034
Answer 68	-	Fokolang mpe -0.0539	Fokolang mpe -0.0275	Fokolang mpe -0.0126	Fokolang positive 0.0556	Fokolang positive 0.0106	Fokolang positive 0.0206	Fokolang mpe -0.0195
Answer 69	-	Fokolang mpe -0.0449	Fokolang mpe -0.0548	Fokolang positive 0.0447	Fokolang positive 0.0127	Fokolang mpe -0.0267	Fokolang mpe -0.0201	Fokolang positive 0.0548
Answer 70	-	Fokolang mpe -0.0375	Fokolang mpe -0.0417	Fokolang mpe -0.0521	Fokolang positive 0.0773	Fokolang positive 0.0158	Fokolang mpe -0.0478	Fokolang positive 0.0426
Masterytal Mastery
Answer 71	-	Fokolang positive 0.0067	Fokolang mpe -0.0531	Fokolang positive 0.0052	Fokolang mpe -0.0013	Fokolang positive 0.0095	Fokolang mpe -0.0551	Fokolang positive 0.0623
Answer 72	-	Fokolang mpe -0.0396	Fokolang mpe -0.0643	Fokolang positive 0.0169	Fokolang positive 0.0448	Fokolang positive 0.0026	Fokolang mpe -0.0379	Fokolang positive 0.0382
Answer 73	-	Fokolang positive 0.0111	Fokolang positive 0.0126	Fokolang mpe -0.0202	Fokolang mpe -0.0163	Fokolang positive 0.0105	Fokolang positive 0.0271	Fokolang mpe -0.0151
Answer 74	-	Fokolang positive 0.0547	Fokolang positive 0.0413	Fokolang mpe -0.0213	Fokolang mpe -0.0241	Fokolang mpe -0.0315	Fokolang positive 0.0316	Fokolang mpe -0.0149
Answer 75	-	Fokolang mpe -0.0140	Fokolang positive 0.0248	Fokolang mpe -0.0065	Fokolang positive 0.0012	Fokolang positive 0.0088	Fokolang positive 0.0555	Fokolang mpe -0.0569
Answer 76	-	Fokolang mpe -0.0040	Fokolang positive 0.0650	Fokolang mpe -0.0069	Fokolang positive 0.0016	Fokolang mpe -0.0079	Fokolang positive 0.0338	Fokolang mpe -0.0552
Answer 77	-	Fokolang positive 0.0072	Fokolang positive 0.0624	Fokolang positive 0.0386	Fokolang mpe -0.0428	Fokolang mpe -0.0056	Fokolang mpe -0.0191	Fokolang mpe -0.0154
Masterytal Mastery
Answer 78	-	Fokolang positive 0.0374	Fokolang positive 0.0420	Fokolang positive 0.0473	Fokolang mpe -0.0721	Fokolang mpe -0.0601	Fokolang mpe -0.0184	Fokolang positive 0.0499
Answer 79	-	Fokolang positive 0.0100	Fokolang positive 0.0582	Fokolang positive 0.0096	Fokolang mpe -0.0518	Fokolang mpe -0.0266	Fokolang positive 0.0137	Fokolang positive 0.0107
Answer 80	-	Fokolang positive 0.0222	Fokolang mpe -0.0322	Fokolang positive 0.0249	Fokolang mpe -0.0741	Fokolang positive 0.0113	Fokolang positive 0.0034	Fokolang positive 0.0458
Answer 81	-	Fokolang mpe -0.0129	Fokolang positive 0.0052	Fokolang positive 0.0055	Fokolang mpe -0.0468	Fokolang mpe -0.0062	Fokolang positive 0.0408	Fokolang positive 0.0171
Answer 82	-	Fokolang mpe -0.0370	Fokolang mpe -0.0116	Fokolang positive 0.0072	Fokolang mpe -0.0002	Fokolang positive 0.0176	Fokolang positive 0.0125	Fokolang mpe -0.0034
Answer 83	-	Fokolang mpe -0.0261	Fokolang mpe -0.0562	Fokolang mpe -0.0518	Fokolang positive 0.0464	Fokolang positive 0.0326	Fokolang positive 0.0569	Fokolang mpe -0.0264
Answer 84	-	Fokolang positive 0.0091	Fokolang positive 0.0061	Fokolang mpe -0.0220	Fokolang positive 0.1472	Fokolang positive 0.0151	Fokolang mpe -0.0959	Fokolang mpe -0.0669
Masterytal Mastery
Answer 85	-	Fokolang mpe -0.0212	Fokolang positive 0.0031	Fokolang mpe -0.0027	Fokolang positive 0.1105	Fokolang positive 0.0063	Fokolang mpe -0.1292	Fokolang positive 0.0085
Answer 86	-	Fokolang mpe -0.0293	Fokolang mpe -0.0449	Fokolang positive 0.0334	Fokolang mpe -0.0176	Fokolang mpe -0.0286	Fokolang positive 0.0628	Fokolang positive 0.0091
Answer 87	-	Fokolang mpe -0.0005	Fokolang mpe -0.0027	Fokolang mpe -0.0300	Fokolang mpe -0.0446	Fokolang positive 0.0174	Fokolang positive 0.0606	Fokolang positive 0.0067
Answer 88	-	Fokolang positive 0.0474	Fokolang positive 0.0129	Fokolang mpe -0.0295	Fokolang mpe -0.0621	Fokolang positive 0.0126	Fokolang positive 0.0259	Fokolang positive 0.0128
Answer 89	-	Fokolang positive 0.0466	Fokolang positive 0.0158	Fokolang positive 0.0419	Fokolang mpe -0.0059	Fokolang mpe -0.0375	Fokolang mpe -0.0006	Fokolang mpe -0.0337
Answer 90	-	Fokolang positive 0.0331	Fokolang positive 0.0295	Fokolang mpe -0.0245	Fokolang mpe -0.0276	Fokolang positive 0.0276	Fokolang positive 0.0124	Fokolang mpe -0.0290
Answer 91	-	Fokolang mpe -0.0383	Fokolang positive 0.0475	Fokolang mpe -0.0061	Fokolang mpe -0.0331	Fokolang positive 0.0254	Fokolang positive 0.0064	Fokolang positive 0.0013
Masterytal Mastery
Answer 92	-	Fokolang positive 0.0523	Fokolang positive 0.0553	Fokolang positive 0.0259	Fokolang mpe -0.0964	Fokolang positive 0.0103	Fokolang positive 0.0337	Fokolang mpe -0.0325
Answer 93	-	Fokolang positive 0.0132	Fokolang positive 0.0525	Fokolang mpe -0.0009	Fokolang mpe -0.0368	Fokolang mpe -0.0050	Fokolang positive 0.0034	Fokolang mpe -0.0042
Answer 94	-	Fokolang positive 0.0492	Fokolang mpe -0.0218	Fokolang mpe -0.0068	Fokolang mpe -0.0351	Fokolang positive 0.0037	Fokolang positive 0.0395	Fokolang mpe -0.0134
Answer 95	-	Fokolang mpe -0.0169	Fokolang mpe -0.0109	Fokolang positive 0.0297	Fokolang positive 0.0104	Fokolang mpe -0.0154	Fokolang positive 0.0129	Fokolang mpe -0.0164
Answer 96	-	Fokolang mpe -0.0052	Fokolang mpe -0.0227	Fokolang mpe -0.0022	Fokolang mpe -0.0035	Fokolang mpe -0.0067	Fokolang positive 0.0339	Fokolang positive 0.0044
Answer 97	-	Fokolang mpe -0.0579	Fokolang mpe -0.0393	Fokolang mpe -0.0095	Fokolang positive 0.0432	Fokolang positive 0.0074	Fokolang mpe -0.0187	Fokolang positive 0.0357
Answer 98	-	Fokolang mpe -0.0317	Fokolang mpe -0.0059	Fokolang mpe -0.0247	Fokolang positive 0.0989	Fokolang positive 0.0033	Fokolang mpe -0.0893	Fokolang positive 0.0188
3) Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 99	-	Fokolang mpe -0.0382	Fokolang mpe -0.1289	Fokolang positive 0.0032	Fokolang mpe -0.0019	Fokolang mpe -0.0395	Fokolang mpe -0.0232	Fokolang positive 0.1613
Answer 100	-	Fokolang mpe -0.0229	Fokolang positive 0.0665	Fokolang mpe -0.0016	Fokolang positive 0.0413	Fokolang positive 0.0275	Fokolang positive 0.0279	Fokolang mpe -0.1170
Answer 101	-	Fokolang positive 0.0729	Fokolang positive 0.0547	Fokolang mpe -0.0134	Fokolang mpe -0.0083	Fokolang positive 0.0440	Fokolang positive 0.0042	Fokolang mpe -0.1036
Answer 102	-	Fokolang positive 0.0362	Fokolang positive 0.0635	Fokolang mpe -0.0082	Fokolang mpe -0.0461	Fokolang mpe -0.0007	Fokolang mpe -0.0036	Fokolang mpe -0.0094
Answer 103	-	Fokolang positive 0.0056	Fokolang positive 0.0649	Fokolang positive 0.0202	Fokolang mpe -0.0131	Fokolang mpe -0.0196	Fokolang positive 0.0139	Fokolang mpe -0.0436
Answer 104	-	Fokolang positive 0.0197	Fokolang positive 0.0087	Fokolang mpe -0.0285	Fokolang mpe -0.0128	Fokolang positive 0.0268	Fokolang positive 0.0255	Fokolang mpe -0.0267
Answer 105	-	Fokolang positive 0.0228	Fokolang positive 0.0418	Fokolang positive 0.0325	Fokolang mpe -0.0359	Fokolang mpe -0.0212	Fokolang mpe -0.0320	Fokolang positive 0.0162
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 106	-	Fokolang mpe -0.0027	Fokolang positive 0.0006	Fokolang positive 0.0174	Fokolang positive 0.0316	Fokolang mpe -0.0223	Fokolang mpe -0.0098	Fokolang mpe -0.0165
Answer 107	-	Fokolang positive 0.0170	Fokolang positive 0.0222	Fokolang mpe -0.0079	Fokolang positive 0.0218	Fokolang positive 0.0265	Fokolang mpe -0.0326	Fokolang mpe -0.0369
Answer 108	-	Fokolang positive 0.0245	Fokolang positive 0.1170	Fokolang mpe -0.0154	Fokolang mpe -0.0356	Fokolang positive 0.0174	Fokolang mpe -0.0059	Fokolang mpe -0.0535
Answer 109	-	Fokolang positive 0.1141	Fokolang positive 0.0305	Fokolang mpe -0.0376	Fokolang mpe -0.0227	Fokolang mpe -0.0038	Fokolang positive 0.0013	Fokolang mpe -0.0321
Answer 110	-	Fokolang positive 0.0518	Fokolang positive 0.0803	Fokolang mpe -0.0121	Fokolang positive 0.0165	Fokolang mpe -0.0016	Fokolang positive 0.0301	Fokolang mpe -0.1149
Answer 111	-	Fokolang mpe -0.0110	Fokolang positive 0.0496	Fokolang mpe -0.0284	Fokolang positive 0.0179	Fokolang positive 0.0196	Fokolang positive 0.0908	Fokolang mpe -0.1116
Answer 112	-	Fokolang mpe -0.0767	Fokolang mpe -0.1314	Fokolang positive 0.0395	Fokolang mpe -0.0247	Fokolang mpe -0.0150	Fokolang mpe -0.0576	Fokolang positive 0.1847
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 113	-	Fokolang positive 0.0571	Fokolang positive 0.0568	Fokolang positive 0.0246	Fokolang mpe -0.0383	Fokolang mpe -0.0085	Fokolang mpe -0.0316	Fokolang mpe -0.0187
Answer 114	-	Fokolang positive 0.0218	Fokolang positive 0.0458	Fokolang positive 0.0238	Fokolang mpe -0.0328	Fokolang mpe -0.0096	Fokolang mpe -0.0209	Fokolang mpe -0.0024
Answer 115	-	Fokolang positive 0.0149	Fokolang positive 0.0863	Fokolang mpe -7.82E-5	Fokolang mpe -0.0259	Fokolang positive 0.0140	Fokolang positive 0.0251	Fokolang mpe -0.0741
Answer 116	-	Fokolang positive 0.1038	Fokolang positive 0.0279	Fokolang mpe -0.0217	Fokolang mpe -0.0173	Fokolang positive 0.0261	Fokolang mpe -0.0331	Fokolang mpe -0.0467
Answer 117	-	Fokolang positive 0.0688	Fokolang positive 0.0643	Fokolang mpe -0.0280	Fokolang mpe -0.0214	Fokolang positive 0.0198	Fokolang positive 0.0077	Fokolang mpe -0.0656
Answer 118	-	Fokolang mpe -0.0067	Fokolang mpe -0.0236	Fokolang mpe -0.0217	Fokolang mpe -0.0586	Fokolang positive 0.0248	Fokolang positive 0.0750	Fokolang positive 0.0073
Answer 119	-	Fokolang mpe -0.1132	Fokolang mpe -0.1015	Fokolang positive 0.0229	Fokolang positive 0.0985	Fokolang mpe -0.0402	Fokolang mpe -0.0349	Fokolang positive 0.0888
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 120	-	Fokolang mpe -0.0594	Fokolang mpe -0.0699	Fokolang mpe -0.0159	Fokolang mpe -0.0198	Fokolang mpe -0.0189	Fokolang mpe -0.0188	Fokolang positive 0.1490
Answer 121	-	Fokolang mpe -0.0112	Fokolang positive 0.0232	Fokolang mpe -0.0223	Fokolang positive 0.0490	Fokolang positive 0.0041	Fokolang positive 0.0229	Fokolang mpe -0.0577
Answer 122	-	Fokolang positive 0.0248	Fokolang positive 0.0284	Fokolang mpe -0.0125	Fokolang positive 0.0057	Fokolang positive 0.0760	Fokolang positive 0.0118	Fokolang mpe -0.1124
Answer 123	-	Fokolang positive 0.0771	Fokolang positive 0.0459	Fokolang positive 0.0113	Fokolang mpe -0.0123	Fokolang mpe -0.0239	Fokolang mpe -0.0103	Fokolang mpe -0.0455
Answer 124	-	Fokolang positive 0.0263	Fokolang positive 0.0245	Fokolang positive 0.0441	Fokolang mpe -0.0308	Fokolang positive 0.0011	Fokolang mpe -0.0075	Fokolang mpe -0.0350
Answer 125	-	Fokolang positive 0.0224	Fokolang positive 0.0509	Fokolang positive 0.0458	Fokolang mpe -0.0124	Fokolang mpe -0.0578	Fokolang positive 0.0432	Fokolang mpe -0.0553
Answer 126	-	Fokolang positive 0.0583	Fokolang mpe -0.0022	Fokolang positive 0.0668	Fokolang mpe -0.0444	Fokolang mpe -0.0039	Fokolang mpe -0.0461	Fokolang mpe -0.0073
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 127	-	Fokolang positive 0.0561	Fokolang positive 0.0904	Fokolang positive 0.0489	Fokolang mpe -0.0391	Fokolang mpe -0.0132	Fokolang mpe -0.0228	Fokolang mpe -0.0633
Answer 128	-	Fokolang positive 0.0234	Fokolang positive 0.0105	Fokolang positive 0.0504	Fokolang positive 0.0085	Fokolang mpe -0.0225	Fokolang mpe -0.0421	Fokolang mpe -0.0175
Answer 129	-	Fokolang positive 0.0539	Fokolang positive 0.0627	Fokolang mpe -0.0031	Fokolang positive 0.0118	Fokolang positive 0.0457	Fokolang positive 0.0238	Fokolang mpe -0.1493
Answer 130	-	Fokolang positive 0.0298	Fokolang positive 0.0208	Fokolang mpe -0.0196	Fokolang mpe -0.0336	Fokolang positive 0.0078	Fokolang positive 0.0368	Fokolang mpe -0.0166
Answer 131	-	Fokolang positive 0.0530	Fokolang positive 0.0190	Fokolang mpe -0.0544	Fokolang mpe -0.0030	Fokolang positive 0.0074	Fokolang positive 0.0499	Fokolang mpe -0.0448
Answer 132	-	Fokolang mpe -0.0564	Fokolang mpe -0.0796	Fokolang positive 0.0082	Fokolang mpe -0.0015	Fokolang positive 0.0251	Fokolang positive 0.0125	Fokolang positive 0.0449
Answer 133	-	Fokolang mpe -0.0919	Fokolang mpe -0.0592	Fokolang mpe -0.0172	Fokolang positive 0.0332	Fokolang mpe -0.0464	Fokolang mpe -0.0469	Fokolang positive 0.1624
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 134	-	Fokolang positive 0.0297	Fokolang positive 0.0303	Fokolang positive 0.0029	Fokolang mpe -0.0238	Fokolang mpe -0.0042	Fokolang mpe -0.0062	Fokolang mpe -0.0069
Answer 135	-	Fokolang positive 0.0560	Fokolang positive 0.0887	Fokolang mpe -0.0080	Fokolang mpe -0.0143	Fokolang positive 0.0223	Fokolang mpe -0.0217	Fokolang mpe -0.0763
Answer 136	-	Fokolang positive 0.0229	Fokolang positive 0.0367	Fokolang positive 0.0046	Fokolang positive 0.0158	Fokolang mpe -0.0155	Fokolang positive 0.0223	Fokolang mpe -0.0630
Answer 137	-	Fokolang positive 0.0589	Fokolang positive 0.0504	Fokolang mpe -0.0114	Fokolang mpe -0.0165	Fokolang mpe -0.0041	Fokolang mpe -0.0129	Fokolang mpe -0.0289
Answer 138	-	Fokolang positive 0.0184	Fokolang positive 0.0099	Fokolang positive 0.0185	Fokolang mpe -0.0148	Fokolang mpe -0.0418	Fokolang positive 0.0469	Fokolang mpe -0.0187
Answer 139	-	Fokolang mpe -0.0525	Fokolang mpe -0.0398	Fokolang mpe -0.0568	Fokolang positive 0.0350	Fokolang positive 0.0438	Fokolang positive 0.1072	Fokolang mpe -0.0577
Answer 140	-	Fokolang mpe -0.0471	Fokolang mpe -0.0689	Fokolang positive 0.0383	Fokolang positive 0.0009	Fokolang mpe -0.0109	Fokolang mpe -0.0938	Fokolang positive 0.1297
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 141	-	Fokolang mpe -0.0763	Fokolang mpe -0.0722	Fokolang positive 0.0343	Fokolang mpe -0.0349	Fokolang mpe -0.0168	Fokolang mpe -0.0550	Fokolang positive 0.1624
Answer 142	-	Fokolang positive 0.0024	Fokolang mpe -0.0192	Fokolang positive 0.0001	Fokolang positive 0.0137	Fokolang positive 0.0012	Fokolang positive 0.0299	Fokolang mpe -0.0341
Answer 143	-	Fokolang positive 0.0532	Fokolang positive 0.0771	Fokolang mpe -0.0455	Fokolang positive 0.0523	Fokolang mpe -0.0063	Fokolang positive 0.0466	Fokolang mpe -0.1250
Answer 144	-	Fokolang positive 0.0512	Fokolang positive 0.0309	Fokolang mpe -0.0108	Fokolang mpe -0.0078	Fokolang positive 0.0128	Fokolang positive 0.0112	Fokolang mpe -0.0555
Answer 145	-	Fokolang positive 0.0119	Fokolang positive 0.0106	Fokolang positive 0.0081	Fokolang positive 0.0381	Fokolang positive 0.0171	Fokolang positive 0.0191	Fokolang mpe -0.0916
Answer 146	-	Fokolang positive 0.0167	Fokolang positive 0.0645	Fokolang mpe -0.0291	Fokolang mpe -0.0315	Fokolang positive 0.0489	Fokolang mpe -0.0043	Fokolang mpe -0.0377
Answer 147	-	Fokolang positive 0.0558	Fokolang positive 0.0380	Fokolang positive 0.0093	Fokolang mpe -0.0175	Fokolang mpe -0.0196	Fokolang mpe -0.0231	Fokolang mpe -0.0100
4) Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 148	-	Fokolang positive 0.0180	Fokolang mpe -0.0801	Fokolang mpe -0.0071	Fokolang positive 0.0077	Fokolang positive 0.0229	Fokolang mpe -0.0611	Fokolang positive 0.0688
Answer 149	-	Fokolang mpe -0.0646	Fokolang mpe -0.0716	Fokolang mpe -0.0376	Fokolang mpe -0.0048	Fokolang positive 0.0732	Fokolang positive 0.0189	Fokolang positive 0.0361
Answer 150	-	Fokolang mpe -0.0348	Fokolang positive 0.0639	Fokolang positive 0.0097	Fokolang positive 0.0157	Fokolang mpe -0.0079	Fokolang positive 0.0398	Fokolang mpe -0.0694
Answer 151	-	Fokolang positive 0.0805	Fokolang positive 0.0626	Fokolang mpe -0.0240	Fokolang mpe -0.0053	Fokolang mpe -0.0577	Fokolang positive 0.0149	Fokolang mpe -0.0219
Answer 152	-	Fokolang positive 0.0430	Fokolang positive 0.0749	Fokolang positive 0.0513	Fokolang mpe -0.0223	Fokolang mpe -0.0541	Fokolang positive 0.0345	Fokolang mpe -0.0737
Answer 153	-	Fokolang positive 0.0376	Fokolang positive 0.0612	Fokolang positive 0.0698	Fokolang mpe -0.0129	Fokolang mpe -0.0889	Fokolang mpe -0.0098	Fokolang mpe -0.0168
Answer 154	-	Fokolang positive 0.0015	Fokolang positive 0.0978	Fokolang positive 0.0395	Fokolang positive 0.0028	Fokolang mpe -0.0468	Fokolang mpe -0.0188	Fokolang mpe -0.0375
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 155	-	Fokolang positive 0.0376	Fokolang mpe -0.0358	Fokolang positive 0.0286	Fokolang positive 0.0159	Fokolang positive 0.0360	Fokolang mpe -0.0980	Fokolang positive 0.0097
Answer 156	-	Fokolang mpe -0.0337	Fokolang mpe -0.0536	Fokolang mpe -0.0459	Fokolang mpe -0.0011	Fokolang positive 0.0531	Fokolang positive 0.0171	Fokolang positive 0.0273
Answer 157	-	Fokolang positive 0.0073	Fokolang mpe -0.0370	Fokolang mpe -0.0327	Fokolang mpe -0.0116	Fokolang positive 0.0189	Fokolang positive 0.0532	Fokolang mpe -0.0051
Answer 158	-	Fokolang positive 0.0009	Fokolang positive 0.0418	Fokolang positive 0.0070	Fokolang mpe -0.0121	Fokolang mpe -0.0602	Fokolang positive 0.0416	Fokolang mpe -0.0012
Answer 159	-	Fokolang positive 0.0128	Fokolang positive 0.0763	Fokolang positive 0.0380	Fokolang mpe -0.0074	Fokolang mpe -0.0450	Fokolang positive 0.0130	Fokolang mpe -0.0470
Answer 160	-	Fokolang mpe -0.0160	Fokolang positive 0.0933	Fokolang positive 0.0312	Fokolang positive 0.0231	Fokolang mpe -0.0773	Fokolang mpe -0.0076	Fokolang mpe -0.0149
Answer 161	-	Fokolang mpe -0.0312	Fokolang positive 0.0510	Fokolang positive 0.0305	Fokolang mpe -0.0103	Fokolang mpe -0.0355	Fokolang positive 0.0138	Fokolang mpe -0.0073
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 162	-	Fokolang positive 0.0360	Fokolang positive 0.0721	Fokolang positive 0.0370	Fokolang mpe -0.0007	Fokolang mpe -0.0525	Fokolang mpe -0.0416	Fokolang mpe -0.0153
Answer 163	-	Fokolang positive 0.0200	Fokolang positive 0.0942	Fokolang positive 0.0266	Fokolang positive 0.0046	Fokolang mpe -0.0458	Fokolang positive 0.0014	Fokolang mpe -0.0608
Answer 164	-	Fokolang mpe -0.0081	Fokolang positive 0.0160	Fokolang positive 0.0034	Fokolang positive 0.0185	Fokolang positive 0.0260	Fokolang positive 0.0095	Fokolang mpe -0.0591
Answer 165	-	Fokolang positive 0.0395	Fokolang mpe -0.0051	Fokolang positive 0.0005	Fokolang mpe -0.0379	Fokolang mpe -0.0025	Fokolang positive 0.0029	Fokolang positive 0.0170
Answer 166	-	Fokolang mpe -0.0131	Fokolang mpe -0.0028	Fokolang mpe -0.0323	Fokolang mpe -0.0150	Fokolang positive 0.0298	Fokolang positive 0.0638	Fokolang mpe -0.0281
Answer 167	-	Fokolang mpe -0.0036	Fokolang mpe -0.0438	Fokolang positive 0.0166	Fokolang mpe -0.0371	Fokolang positive 0.0071	Fokolang positive 0.0205	Fokolang positive 0.0290
Answer 168	-	Fokolang mpe -0.0466	Fokolang mpe -0.0905	Fokolang mpe -0.0413	Fokolang positive 0.0500	Fokolang positive 0.0270	Fokolang mpe -0.0434	Fokolang positive 0.0843
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 169	-	Fokolang positive 0.0196	Fokolang positive 0.0890	Fokolang positive 0.0216	Fokolang mpe -0.0731	Fokolang mpe -0.0126	Fokolang mpe -0.0139	Fokolang positive 0.0068
Answer 170	-	Fokolang positive 0.0363	Fokolang mpe -0.0064	Fokolang positive 0.0119	Fokolang mpe -0.0850	Fokolang positive 0.0192	Fokolang mpe -0.0076	Fokolang positive 0.0405
Answer 171	-	Fokolang positive 0.0251	Fokolang positive 0.0396	Fokolang mpe -0.0120	Fokolang mpe -0.0786	Fokolang positive 0.0217	Fokolang positive 0.0465	Fokolang mpe -0.0144
Answer 172	-	Fokolang positive 0.0640	Fokolang mpe -0.0123	Fokolang positive 0.0125	Fokolang mpe -0.0622	Fokolang mpe -0.0024	Fokolang positive 0.0038	Fokolang positive 0.0181
Answer 173	-	Fokolang positive 0.0043	Fokolang mpe -0.0201	Fokolang mpe -0.0248	Fokolang positive 0.0231	Fokolang positive 0.0132	Fokolang positive 0.0210	Fokolang mpe -0.0200
Answer 174	-	Fokolang positive 0.0019	Fokolang mpe -0.0213	Fokolang mpe -0.0181	Fokolang positive 0.0143	Fokolang mpe -0.0286	Fokolang positive 0.0545	Fokolang mpe -0.0040
Answer 175	-	Fokolang mpe -0.0942	Fokolang mpe -0.0314	Fokolang positive 0.0104	Fokolang positive 0.1571	Fokolang mpe -0.0022	Fokolang mpe -0.0776	Fokolang mpe -0.0161
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 176	-	Fokolang positive 0.0063	Fokolang mpe -0.0565	Fokolang mpe -0.0152	Fokolang positive 0.0186	Fokolang positive 0.0702	Fokolang mpe -0.0445	Fokolang mpe -0.0025
Answer 177	-	Fokolang mpe -0.0229	Fokolang mpe -0.0357	Fokolang positive 0.0088	Fokolang positive 0.0137	Fokolang mpe -0.0216	Fokolang positive 0.0388	Fokolang positive 0.0036
Answer 178	-	Fokolang mpe -0.0091	Fokolang positive 0.0451	Fokolang mpe -0.0103	Fokolang mpe -0.0223	Fokolang mpe -0.0229	Fokolang positive 0.0544	Fokolang mpe -0.0166
Answer 179	-	Fokolang positive 0.0301	Fokolang positive 0.0427	Fokolang positive 0.0043	Fokolang positive 0.0005	Fokolang mpe -0.0537	Fokolang mpe -0.0161	Fokolang positive 0.0154
Answer 180	-	Fokolang positive 0.0181	Fokolang positive 0.0043	Fokolang mpe -0.0182	Fokolang mpe -0.0407	Fokolang positive 0.0246	Fokolang mpe -0.0004	Fokolang positive 0.0165
Answer 181	-	Fokolang mpe -0.0146	Fokolang positive 0.0947	Fokolang positive 0.0132	Fokolang positive 0.0273	Fokolang positive 0.0039	Fokolang mpe -0.0482	Fokolang mpe -0.0522
Answer 182	-	Fokolang positive 0.0130	Fokolang positive 0.0236	Fokolang positive 0.0419	Fokolang mpe -0.0454	Fokolang mpe -0.0636	Fokolang positive 0.0037	Fokolang positive 0.0448
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 183	-	Fokolang positive 0.0678	Fokolang positive 0.0836	Fokolang positive 0.0050	Fokolang mpe -0.0405	Fokolang positive 0.0392	Fokolang mpe -0.0455	Fokolang mpe -0.0606
Answer 184	-	Fokolang positive 0.0107	Fokolang positive 0.0238	Fokolang positive 0.0229	Fokolang mpe -0.0510	Fokolang mpe -0.0141	Fokolang positive 0.0539	Fokolang mpe -0.0254
Answer 185	-	Fokolang positive 0.0229	Fokolang mpe -0.0372	Fokolang mpe -0.0454	Fokolang positive 0.0081	Fokolang mpe -0.0223	Fokolang positive 0.0721	Fokolang positive 0.0050
Answer 186	-	Fokolang positive 1.33E-5	Fokolang positive 0.0415	Fokolang positive 0.0054	Fokolang mpe -0.0210	Fokolang mpe -0.0477	Fokolang positive 0.0090	Fokolang positive 0.0259
Answer 187	-	Fokolang mpe -0.0016	Fokolang mpe -0.0020	Fokolang positive 0.0065	Fokolang mpe -0.0320	Fokolang positive 0.0048	Fokolang positive 0.0653	Fokolang mpe -0.0306
Answer 188	-	Fokolang mpe -0.0088	Fokolang mpe -0.0347	Fokolang positive 0.0023	Fokolang positive 0.0203	Fokolang positive 0.0307	Fokolang mpe -0.0214	Fokolang mpe -0.0053
Answer 189	-	Fokolang mpe -0.0658	Fokolang mpe -0.0496	Fokolang positive 0.0029	Fokolang positive 0.0759	Fokolang positive 0.0013	Fokolang mpe -0.0822	Fokolang positive 0.0635
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 190	-	Fokolang positive 0.0108	Fokolang mpe -0.0648	Fokolang mpe -0.0347	Fokolang positive 0.0257	Fokolang positive 0.0701	Fokolang mpe -0.0648	Fokolang positive 0.0260
Answer 191	-	Fokolang mpe -0.0358	Fokolang mpe -0.0142	Fokolang positive 0.0126	Fokolang positive 0.0070	Fokolang mpe -0.0179	Fokolang positive 0.0682	Fokolang mpe -0.0245
Answer 192	-	Fokolang mpe -0.0296	Fokolang positive 0.0261	Fokolang positive 0.0261	Fokolang mpe -0.0139	Fokolang mpe -0.0365	Fokolang positive 0.0436	Fokolang mpe -0.0107
Answer 193	-	Fokolang positive 0.0628	Fokolang positive 0.0759	Fokolang positive 0.0070	Fokolang mpe -0.0124	Fokolang mpe -0.0597	Fokolang mpe -0.0143	Fokolang mpe -0.0150
Answer 194	-	Fokolang positive 0.0055	Fokolang positive 0.0352	Fokolang mpe -0.0282	Fokolang mpe -0.0153	Fokolang mpe -0.0041	Fokolang positive 0.0325	Fokolang mpe -0.0089
Answer 195	-	Fokolang positive 0.0181	Fokolang positive 0.0357	Fokolang positive 0.0077	Fokolang mpe -0.0074	Fokolang mpe -0.0024	Fokolang mpe -0.0474	Fokolang positive 0.0108
Answer 196	-	Fokolang positive 0.0026	Fokolang positive 0.0221	Fokolang positive 0.0515	Fokolang mpe -0.0449	Fokolang mpe -0.0216	Fokolang mpe -0.0277	Fokolang positive 0.0289
5) Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 197	-	Fokolang mpe -0.0453	Fokolang mpe -0.0354	Fokolang positive 0.0309	Fokolang positive 0.1884	Fokolang mpe -0.0600	Fokolang mpe -0.1358	Fokolang positive 0.0117
Answer 198	-	Fokolang mpe -0.0007	Fokolang mpe -0.0083	Fokolang mpe -0.0332	Fokolang mpe -0.0451	Fokolang positive 0.0181	Fokolang positive 0.0719	Fokolang positive 0.0035
Answer 199	-	Fokolang positive 0.0189	Fokolang mpe -0.0224	Fokolang positive 0.0218	Fokolang mpe -0.1196	Fokolang positive 0.0749	Fokolang positive 0.0529	Fokolang mpe -0.0182
Answer 200	-	Fokolang positive 0.0606	Fokolang positive 0.0626	Fokolang mpe -0.0364	Fokolang mpe -0.0872	Fokolang mpe -0.0113	Fokolang positive 0.0362	Fokolang positive 0.0190
Answer 201	-	Fokolang positive 0.0065	Fokolang positive 0.0036	Fokolang positive 0.0085	Fokolang mpe -0.0480	Fokolang mpe -0.0151	Fokolang positive 0.0500	Fokolang positive 0.0023
Answer 202	-	Fokolang mpe -0.0093	Fokolang positive 0.0122	Fokolang mpe -0.0191	Fokolang mpe -0.0134	Fokolang positive 0.0365	Fokolang positive 0.0143	Fokolang mpe -0.0169
Answer 203	-	Fokolang positive 0.0310	Fokolang positive 0.1173	Fokolang positive 0.0132	Fokolang mpe -0.0539	Fokolang mpe -0.0202	Fokolang positive 0.0039	Fokolang mpe -0.0378
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 204	-	Fokolang positive 0.0733	Fokolang positive 0.0559	Fokolang mpe -0.0167	Fokolang mpe -0.1151	Fokolang positive 0.0237	Fokolang positive 0.0007	Fokolang positive 0.0231
Answer 205	-	Fokolang positive 0.0741	Fokolang positive 0.0414	Fokolang mpe -0.0199	Fokolang mpe -0.1654	Fokolang positive 0.0233	Fokolang positive 0.0085	Fokolang positive 0.0769
Answer 206	-	Fokolang mpe -0.0055	Fokolang mpe -0.0219	Fokolang mpe -0.0122	Fokolang mpe -0.0591	Fokolang positive 0.0346	Fokolang positive 0.0319	Fokolang positive 0.0248
Answer 207	-	Fokolang positive 0.0097	Fokolang positive 0.0099	Fokolang mpe -0.0071	Fokolang mpe -0.0240	Fokolang mpe -0.0304	Fokolang positive 0.0049	Fokolang positive 0.0438
Answer 208	-	Fokolang positive 0.0003	Fokolang mpe -0.0128	Fokolang mpe -0.0197	Fokolang positive 0.0121	Fokolang positive 0.0088	Fokolang positive 0.0532	Fokolang mpe -0.0416
Answer 209	-	Fokolang mpe -0.0448	Fokolang mpe -0.0834	Fokolang positive 0.0031	Fokolang positive 0.0377	Fokolang positive 0.0066	Fokolang positive 0.0390	Fokolang positive 0.0027
Answer 210	-	Fokolang mpe -0.0463	Fokolang positive 0.0367	Fokolang positive 0.0453	Fokolang positive 0.1752	Fokolang mpe -0.0433	Fokolang mpe -0.1030	Fokolang mpe -0.0768
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 211	-	Fokolang mpe -0.0414	Fokolang mpe -0.0542	Fokolang positive 0.0722	Fokolang positive 0.1068	Fokolang mpe -0.0493	Fokolang mpe -0.1364	Fokolang positive 0.0548
Answer 212	-	Fokolang mpe -0.0436	Fokolang mpe -0.0106	Fokolang mpe -0.0204	Fokolang positive 0.0256	Fokolang mpe -0.0194	Fokolang positive 0.0503	Fokolang positive 0.0042
Answer 213	-	Fokolang positive 0.0236	Fokolang positive 0.0066	Fokolang mpe -0.0207	Fokolang mpe -0.0889	Fokolang positive 0.0421	Fokolang positive 0.0431	Fokolang positive 0.0077
Answer 214	-	Fokolang positive 0.0558	Fokolang positive 0.0539	Fokolang mpe -0.0650	Fokolang mpe -0.0270	Fokolang positive 0.0249	Fokolang positive 0.0045	Fokolang mpe -0.0144
Answer 215	-	Fokolang positive 0.0453	Fokolang positive 0.0319	Fokolang mpe -0.0030	Fokolang mpe -0.0485	Fokolang positive 0.0265	Fokolang positive 0.0505	Fokolang mpe -0.0669
Answer 216	-	Fokolang positive 0.0159	Fokolang positive 0.0169	Fokolang positive 0.0032	Fokolang mpe -0.0193	Fokolang positive 0.0134	Fokolang positive 0.0445	Fokolang mpe -0.0523
Answer 217	-	Fokolang positive 0.0247	Fokolang positive 0.0263	Fokolang mpe -0.0105	Fokolang mpe -0.0676	Fokolang positive 0.0210	Fokolang positive 0.0497	Fokolang mpe -0.0192
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 218	-	Fokolang mpe -0.0603	Fokolang mpe -0.0517	Fokolang positive 0.0896	Fokolang positive 0.1345	Fokolang mpe -0.0493	Fokolang mpe -0.0930	Fokolang mpe -0.0136
Answer 219	-	Fokolang mpe -0.0208	Fokolang positive 0.0194	Fokolang mpe -0.0439	Fokolang mpe -0.0219	Fokolang mpe -0.0033	Fokolang positive 0.0340	Fokolang positive 0.0354
Answer 220	-	Fokolang positive 0.0015	Fokolang positive 0.0083	Fokolang positive 0.0008	Fokolang positive 0.0004	Fokolang mpe -0.0080	Fokolang positive 0.0329	Fokolang mpe -0.0247
Answer 221	-	Fokolang positive 0.0622	Fokolang positive 0.0248	Fokolang mpe -0.0369	Fokolang mpe -0.0756	Fokolang positive 0.0345	Fokolang positive 0.0047	Fokolang positive 0.0119
Answer 222	-	Fokolang positive 0.0441	Fokolang positive 0.0109	Fokolang positive 0.0058	Fokolang mpe -0.1001	Fokolang positive 0.0361	Fokolang positive 0.0533	Fokolang mpe -0.0250
Answer 223	-	Fokolang positive 0.0111	Fokolang mpe -0.0132	Fokolang mpe -0.0416	Fokolang mpe -0.0043	Fokolang positive 0.0335	Fokolang positive 0.0280	Fokolang mpe -0.0116
Answer 224	-	Fokolang positive 0.0195	Fokolang positive 0.0333	Fokolang mpe -0.0299	Fokolang mpe -0.0291	Fokolang positive 0.0008	Fokolang mpe -0.0044	Fokolang positive 0.0253
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 225	-	Fokolang positive 0.0482	Fokolang positive 0.0824	Fokolang positive 0.0138	Fokolang mpe -0.0626	Fokolang positive 0.0004	Fokolang mpe -0.0034	Fokolang mpe -0.0290
Answer 226	-	Fokolang positive 0.0890	Fokolang positive 0.0419	Fokolang mpe -0.0004	Fokolang mpe -0.0549	Fokolang positive 0.0377	Fokolang mpe -0.0057	Fokolang mpe -0.0589
Answer 227	-	Fokolang mpe -0.0292	Fokolang mpe -0.0018	Fokolang mpe -0.0331	Fokolang mpe -0.0310	Fokolang positive 0.0392	Fokolang positive 0.0509	Fokolang positive 0.0017
Answer 228	-	Fokolang positive 0.0027	Fokolang positive 0.0309	Fokolang mpe -0.0029	Fokolang mpe -0.0025	Fokolang mpe -0.0228	Fokolang positive 0.0344	Fokolang mpe -0.0247
Answer 229	-	Fokolang positive 0.0079	Fokolang mpe -0.0170	Fokolang mpe -0.0110	Fokolang mpe -0.0133	Fokolang mpe -0.0410	Fokolang positive 0.0383	Fokolang positive 0.0330
Answer 230	-	Fokolang mpe -0.0243	Fokolang mpe -0.0477	Fokolang mpe -0.0095	Fokolang positive 0.0348	Fokolang positive 0.0221	Fokolang positive 0.0333	Fokolang mpe -0.0279
Answer 231	-	Fokolang mpe -0.0561	Fokolang mpe -0.0432	Fokolang positive 0.0327	Fokolang positive 0.0770	Fokolang mpe -0.0345	Fokolang mpe -0.1034	Fokolang positive 0.0758
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 232	-	Fokolang positive 0.0213	Fokolang positive 0.0327	Fokolang positive 0.0205	Fokolang mpe -0.0281	Fokolang mpe -0.0136	Fokolang mpe -0.0098	Fokolang mpe -0.0045
Answer 233	-	Fokolang mpe -0.0019	Fokolang positive 0.0341	Fokolang positive 0.0076	Fokolang mpe -0.0028	Fokolang mpe -0.0267	Fokolang mpe -0.0126	Fokolang positive 0.0108
Answer 234	-	Fokolang positive 0.0097	Fokolang mpe -0.0436	Fokolang positive 0.0078	Fokolang mpe -0.0384	Fokolang mpe -0.0154	Fokolang mpe -0.0027	Fokolang positive 0.0718
Answer 235	-	Fokolang positive 0.0236	Fokolang positive 0.0652	Fokolang positive 0.0326	Fokolang mpe -0.0065	Fokolang mpe -0.0076	Fokolang mpe -0.0404	Fokolang mpe -0.0358
Answer 236	-	Fokolang mpe -0.0177	Fokolang positive 0.0456	Fokolang mpe -0.0482	Fokolang mpe -0.0002	Fokolang positive 0.0067	Fokolang positive 0.0565	Fokolang mpe -0.0289
Answer 237	-	Fokolang mpe -0.0434	Fokolang mpe -0.0345	Fokolang mpe -0.0373	Fokolang positive 0.0218	Fokolang positive 0.0527	Fokolang positive 0.0256	Fokolang mpe -0.0120
Answer 238	-	Fokolang positive 0.0137	Fokolang mpe -0.0473	Fokolang positive 0.0161	Fokolang positive 0.0212	Fokolang mpe -0.0096	Fokolang mpe -0.0118	Fokolang positive 0.0049
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 239	-	Fokolang mpe -0.0052	Fokolang positive 0.0890	Fokolang positive 0.0387	Fokolang mpe -0.0121	Fokolang mpe -0.0042	Fokolang mpe -0.0142	Fokolang mpe -0.0591
Answer 240	-	Fokolang positive 0.0898	Fokolang mpe -0.0059	Fokolang positive 0.0230	Fokolang mpe -0.0217	Fokolang mpe -0.0261	Fokolang positive 0.0272	Fokolang mpe -0.0487
Answer 241	-	Fokolang mpe -0.0101	Fokolang positive 0.0260	Fokolang mpe -0.0260	Fokolang mpe -0.0027	Fokolang positive 0.0488	Fokolang positive 0.0449	Fokolang mpe -0.0693
Answer 242	-	Fokolang positive 0.0341	Fokolang positive 0.0342	Fokolang mpe -0.0362	Fokolang mpe -0.0289	Fokolang mpe -0.0600	Fokolang positive 0.0329	Fokolang positive 0.0454
Answer 243	-	Fokolang mpe -0.0434	Fokolang positive 0.0003	Fokolang mpe -0.0463	Fokolang positive 0.0369	Fokolang positive 0.0320	Fokolang positive 0.0141	Fokolang mpe -0.0097
Answer 244	-	Fokolang mpe -0.0475	Fokolang mpe -0.0793	Fokolang positive 0.0172	Fokolang mpe -0.0192	Fokolang positive 0.0196	Fokolang mpe -0.0072	Fokolang positive 0.0703
Answer 245	-	Fokolang mpe -0.0158	Fokolang mpe -0.0321	Fokolang positive 0.0251	Fokolang positive 0.0397	Fokolang mpe -0.0126	Fokolang mpe -0.0816	Fokolang positive 0.0503
6) Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 246	-	Fokolang positive 0.0303	Fokolang positive 0.1161	Fokolang positive 0.0045	Fokolang mpe -0.0468	Fokolang positive 0.0117	Fokolang mpe -0.0220	Fokolang mpe -0.0448
Answer 247	-	Fokolang positive 0.0286	Fokolang positive 0.0544	Fokolang positive 0.0338	Fokolang mpe -0.0081	Fokolang mpe -0.0609	Fokolang positive 0.0799	Fokolang mpe -0.0826
Answer 248	-	Fokolang positive 0.0221	Fokolang mpe -0.0181	Fokolang mpe -0.0050	Fokolang positive 0.0235	Fokolang positive 0.0575	Fokolang mpe -0.0113	Fokolang mpe -0.0659
Answer 249	-	Fokolang positive 0.0046	Fokolang mpe -0.0051	Fokolang mpe -0.0440	Fokolang mpe -0.0062	Fokolang mpe -0.0238	Fokolang positive 5.75E-5	Fokolang positive 0.0668
Answer 250	-	Fokolang mpe -0.0231	Fokolang positive 0.0169	Fokolang mpe -0.0023	Fokolang positive 0.0017	Fokolang mpe -0.0225	Fokolang positive 0.0352	Fokolang mpe -0.0035
Answer 251	-	Fokolang mpe -0.0112	Fokolang mpe -0.0698	Fokolang mpe -0.0165	Fokolang positive 0.0145	Fokolang positive 0.0116	Fokolang positive 0.0473	Fokolang positive 0.0038
Answer 252	-	Fokolang mpe -0.0401	Fokolang mpe -0.0519	Fokolang positive 0.0185	Fokolang positive 0.0076	Fokolang positive 0.0140	Fokolang mpe -0.1053	Fokolang positive 0.1070
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 253	-	Fokolang mpe -0.0565	Fokolang mpe -0.0523	Fokolang positive 0.0464	Fokolang positive 0.0276	Fokolang mpe -0.0027	Fokolang mpe -0.1170	Fokolang positive 0.1007
Answer 254	-	Fokolang mpe -0.0253	Fokolang mpe -0.0540	Fokolang mpe -0.0211	Fokolang positive 0.0098	Fokolang positive 0.0261	Fokolang positive 0.0452	Fokolang positive 5.06E-5
Answer 255	-	Fokolang positive 0.0211	Fokolang mpe -0.0219	Fokolang mpe -0.0484	Fokolang mpe -0.0531	Fokolang positive 0.0232	Fokolang positive 0.0842	Fokolang mpe -0.0009
Answer 256	-	Fokolang positive 0.0280	Fokolang positive 0.0387	Fokolang mpe -0.0261	Fokolang mpe -0.0235	Fokolang mpe -0.0221	Fokolang positive 0.0418	Fokolang mpe -0.0110
Answer 257	-	Fokolang positive 0.0609	Fokolang positive 0.0508	Fokolang mpe -0.0079	Fokolang positive 0.0300	Fokolang positive 0.0067	Fokolang mpe -0.0213	Fokolang mpe -0.0820
Answer 258	-	Fokolang mpe -0.0113	Fokolang positive 0.0510	Fokolang positive 0.0340	Fokolang positive 0.0439	Fokolang mpe -0.0651	Fokolang positive 0.0043	Fokolang mpe -0.0395
Answer 259	-	Fokolang positive 0.0506	Fokolang positive 0.1034	Fokolang positive 0.0328	Fokolang mpe -0.0613	Fokolang positive 0.0134	Fokolang mpe -0.0278	Fokolang mpe -0.0541
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 260	-	Fokolang positive 0.0649	Fokolang positive 0.0918	Fokolang positive 0.0294	Fokolang mpe -0.0823	Fokolang positive 0.0299	Fokolang mpe -0.0127	Fokolang mpe -0.0624
Answer 261	-	Fokolang mpe -0.0113	Fokolang positive 0.0501	Fokolang mpe -0.0311	Fokolang positive 0.0053	Fokolang mpe -0.0056	Fokolang positive 0.0429	Fokolang mpe -0.0288
Answer 262	-	Fokolang positive 0.0587	Fokolang positive 0.0015	Fokolang mpe -0.0186	Fokolang positive 0.0159	Fokolang positive 0.0536	Fokolang mpe -0.0144	Fokolang mpe -0.0800
Answer 263	-	Fokolang mpe -0.0084	Fokolang mpe -0.0119	Fokolang mpe -0.0272	Fokolang positive 0.0004	Fokolang mpe -0.0202	Fokolang positive 0.0130	Fokolang positive 0.0447
Answer 264	-	Fokolang positive 0.0049	Fokolang mpe -0.0057	Fokolang positive 0.0075	Fokolang mpe -0.0096	Fokolang mpe -0.0648	Fokolang positive 0.0551	Fokolang positive 0.0163
Answer 265	-	Fokolang mpe -0.0307	Fokolang mpe -0.0712	Fokolang positive 0.0077	Fokolang mpe -0.0096	Fokolang mpe -0.0156	Fokolang positive 0.0938	Fokolang positive 0.0029
Answer 266	-	Fokolang mpe -0.0575	Fokolang mpe -0.0410	Fokolang positive 0.0305	Fokolang positive 0.0587	Fokolang positive 0.0101	Fokolang mpe -0.1451	Fokolang positive 0.0914
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 267	-	Fokolang mpe -0.0462	Fokolang mpe -0.0220	Fokolang positive 0.0442	Fokolang positive 0.0955	Fokolang mpe -0.0403	Fokolang mpe -0.1435	Fokolang positive 0.0681
Answer 268	-	Fokolang mpe -0.0188	Fokolang mpe -0.0461	Fokolang mpe -0.0053	Fokolang mpe -0.0147	Fokolang mpe -0.0093	Fokolang positive 0.0715	Fokolang positive 0.0096
Answer 269	-	Fokolang positive 0.0085	Fokolang mpe -0.0106	Fokolang mpe -0.0258	Fokolang positive 0.0004	Fokolang positive 0.0218	Fokolang positive 0.0006	Fokolang positive 0.0038
Answer 270	-	Fokolang positive 0.0029	Fokolang positive 0.0603	Fokolang mpe -0.0509	Fokolang mpe -0.0373	Fokolang positive 0.0177	Fokolang positive 0.0657	Fokolang mpe -0.0289
Answer 271	-	Fokolang positive 0.0531	Fokolang mpe -0.0030	Fokolang mpe -0.0143	Fokolang mpe -0.0490	Fokolang positive 0.0235	Fokolang positive 0.0674	Fokolang mpe -0.0540
Answer 272	-	Fokolang positive 0.0428	Fokolang positive 0.0528	Fokolang positive 0.0121	Fokolang mpe -0.0381	Fokolang mpe -0.0089	Fokolang positive 0.0523	Fokolang mpe -0.0672
Answer 273	-	Fokolang positive 0.0360	Fokolang positive 0.0706	Fokolang positive 0.0278	Fokolang mpe -0.0657	Fokolang positive 0.0504	Fokolang mpe -0.0568	Fokolang mpe -0.0280
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 274	-	Fokolang mpe -0.0017	Fokolang positive 0.0067	Fokolang positive 0.0453	Fokolang positive 0.0641	Fokolang mpe -0.0535	Fokolang mpe -0.1298	Fokolang positive 0.0532
Answer 275	-	Fokolang mpe -0.0106	Fokolang mpe -0.0346	Fokolang positive 0.0179	Fokolang positive 0.0028	Fokolang mpe -0.0260	Fokolang positive 0.0436	Fokolang mpe -0.0028
Answer 276	-	Fokolang mpe -0.0051	Fokolang mpe -0.0360	Fokolang mpe -0.0032	Fokolang positive 0.0162	Fokolang mpe -0.0029	Fokolang positive 0.0158	Fokolang positive 0.0039
Answer 277	-	Fokolang mpe -0.0228	Fokolang mpe -0.0080	Fokolang mpe -0.0663	Fokolang mpe -0.0379	Fokolang positive 0.0599	Fokolang positive 0.0462	Fokolang positive 0.0179
Answer 278	-	Fokolang positive 0.0187	Fokolang positive 0.0215	Fokolang mpe -0.0154	Fokolang mpe -0.0155	Fokolang positive 0.0271	Fokolang positive 0.0583	Fokolang mpe -0.0702
Answer 279	-	Fokolang positive 0.0344	Fokolang positive 0.0340	Fokolang positive 0.0075	Fokolang mpe -0.0462	Fokolang mpe -0.0143	Fokolang positive 0.0265	Fokolang mpe -0.0130
Answer 280	-	Fokolang positive 0.0178	Fokolang positive 0.0769	Fokolang positive 0.0089	Fokolang mpe -0.0258	Fokolang positive 0.0451	Fokolang mpe -0.0385	Fokolang mpe -0.0507
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 281	-	Fokolang positive 0.0483	Fokolang positive 0.0828	Fokolang positive 0.0582	Fokolang mpe -0.0507	Fokolang positive 0.0029	Fokolang mpe -0.0322	Fokolang mpe -0.0593
Answer 282	-	Fokolang positive 0.0941	Fokolang positive 0.0330	Fokolang mpe -0.0191	Fokolang mpe -0.0276	Fokolang mpe -9.82E-6	Fokolang positive 0.0136	Fokolang mpe -0.0475
Answer 283	-	Fokolang positive 0.0091	Fokolang positive 0.0335	Fokolang mpe -0.0061	Fokolang positive 0.0319	Fokolang positive 0.0214	Fokolang positive 0.0166	Fokolang mpe -0.0864
Answer 284	-	Fokolang positive 0.0015	Fokolang positive 0.0060	Fokolang mpe -0.0355	Fokolang mpe -0.0210	Fokolang mpe -0.0005	Fokolang positive 0.0692	Fokolang mpe -0.0122
Answer 285	-	Fokolang mpe -0.0267	Fokolang mpe -0.0429	Fokolang positive 0.0262	Fokolang positive 0.0311	Fokolang mpe -0.0567	Fokolang positive 0.0111	Fokolang positive 0.0363
Answer 286	-	Fokolang mpe -0.0784	Fokolang mpe -0.0302	Fokolang mpe -0.0514	Fokolang positive 0.0209	Fokolang positive 0.0226	Fokolang positive 0.0412	Fokolang positive 0.0348
Answer 287	-	Fokolang mpe -0.0369	Fokolang mpe -0.0651	Fokolang positive 0.0413	Fokolang positive 0.0141	Fokolang positive 0.0017	Fokolang mpe -0.1162	Fokolang positive 0.1114
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 288	-	Fokolang mpe -0.0404	Fokolang positive 0.0204	Fokolang positive 0.0502	Fokolang positive 0.0532	Fokolang mpe -0.0438	Fokolang mpe -0.1208	Fokolang positive 0.0587
Answer 289	-	Fokolang positive 0.0035	Fokolang mpe -0.0838	Fokolang mpe -0.0242	Fokolang mpe -0.0139	Fokolang positive 0.0216	Fokolang positive 0.0690	Fokolang positive 0.0084
Answer 290	-	Fokolang mpe -0.0347	Fokolang mpe -0.0048	Fokolang mpe -0.0141	Fokolang mpe -0.0137	Fokolang positive 0.0261	Fokolang positive 0.0556	Fokolang mpe -0.0208
Answer 291	-	Fokolang positive 0.0872	Fokolang positive 0.0333	Fokolang mpe -0.0340	Fokolang mpe -0.0374	Fokolang mpe -0.0228	Fokolang positive 0.0364	Fokolang mpe -0.0219
Answer 292	-	Fokolang positive 0.0234	Fokolang positive 0.0297	Fokolang mpe -0.0184	Fokolang mpe -0.0026	Fokolang positive 0.0416	Fokolang positive 0.0109	Fokolang mpe -0.0613
Answer 293	-	Fokolang positive 0.0188	Fokolang positive 0.0444	Fokolang positive 0.0147	Fokolang positive 0.0030	Fokolang positive 0.0073	Fokolang mpe -0.0155	Fokolang mpe -0.0473
Answer 294	-	Fokolang positive 0.0192	Fokolang positive 0.1251	Fokolang positive 0.0080	Fokolang mpe -0.0702	Fokolang positive 0.0014	Fokolang mpe -0.0019	Fokolang mpe -0.0300

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Ts'ebetso ena e tla fumaneha likhethong tsa hau tsa VUCA

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

Mong'a Sehlahisoa SaaS SDTEST®

Valerii o ile a tšoaneleha ho ba setsebi sa thuto ea kelello sechabeng ka 1993, 'me haesale a sebelisa tsebo ea hae tsamaisong ea merero.
Valerii o ile a fumana lengolo la Master le lengolo la thuto le mookameli oa lenaneo ka 2013. Nakong ea lenaneo la Master, o ile a tloaelana le Project Roadmap (GPM Deutsche Gesellschaft für Projektmanagement e. V.) le Spiral Dynamics.
Valerii ke sengoli sa ho hlahloba ho se kholisehe ha V.U.C.A. mohopolo o sebelisang Spiral Dynamics le lipalopalo tsa lipalo ho psychology, le likhetho tse 38 tsa machaba.

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