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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 86800 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 = 0.048

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

Bonts'a feela liphetho feela > r = 0.048

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 -0.0542	Fokolang positive 0.0684	Fokolang mpe -0.0384	Fokolang positive 0.0396	Fokolang mpe -0.0517	Fokolang mpe -0.0100	Fokolang positive 0.0477
Answer 2	-	Fokolang mpe -0.0274	Fokolang mpe -0.0300	Fokolang positive 0.0200	Fokolang positive 0.0273	Fokolang positive 0.0011	Fokolang mpe -0.0322	Fokolang positive 0.0181
Answer 3	-	Fokolang positive 0.0435	Fokolang mpe -0.0272	Fokolang positive 0.0160	Fokolang mpe -0.0322	Fokolang positive 0.0065	Fokolang positive 0.0437	Fokolang mpe -0.0365
Answer 4	-	Fokolang positive 0.0405	Fokolang mpe -0.0142	Fokolang positive 0.0234	Fokolang positive 0.0018	Fokolang mpe -0.0140	Fokolang mpe -0.0534	Fokolang positive 0.0168
Answer 5	-	Fokolang mpe -0.0056	Fokolang mpe -0.0122	Fokolang mpe -0.0134	Fokolang mpe -0.0208	Fokolang positive 0.0739	Fokolang positive 0.0504	Fokolang mpe -0.0724
Answer 6	-	Fokolang positive 0.0603	Fokolang mpe -0.0331	Fokolang positive 0.0380	Fokolang mpe -0.0274	Fokolang positive 0.0101	Fokolang mpe -0.0062	Fokolang mpe -0.0276
Answer 7	-	Fokolang positive 0.0291	Fokolang positive 0.0227	Fokolang mpe -0.0348	Fokolang mpe -0.0616	Fokolang positive 0.0279	Fokolang positive 0.0232	Fokolang positive 0.0083
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 8	-	Fokolang positive 0.0039	Fokolang positive 0.0366	Fokolang positive 0.0274	Fokolang mpe -0.0214	Fokolang mpe -0.0431	Fokolang mpe -0.0854	Fokolang positive 0.0872
Answer 9	-	Fokolang mpe -0.0584	Fokolang mpe -0.0055	Fokolang positive 0.0137	Fokolang positive 0.0436	Fokolang mpe -0.0095	Fokolang positive 0.0090	Fokolang mpe -0.0125
Answer 10	-	Fokolang mpe -0.0471	Fokolang mpe -0.0385	Fokolang mpe -0.0498	Fokolang positive 0.0026	Fokolang positive 0.0129	Fokolang positive 0.0659	Fokolang positive 0.0256
Answer 11	-	Fokolang positive 0.0381	Fokolang positive 0.0269	Fokolang positive 0.0125	Fokolang mpe -0.0013	Fokolang mpe -0.0282	Fokolang positive 0.0136	Fokolang mpe -0.0377
Answer 12	-	Fokolang positive 0.0425	Fokolang positive 0.0006	Fokolang mpe -0.0334	Fokolang positive 0.0138	Fokolang positive 0.0505	Fokolang positive 0.0189	Fokolang mpe -0.0761
Answer 13	-	Fokolang positive 0.0607	Fokolang mpe -0.0365	Fokolang positive 0.0344	Fokolang mpe -0.0559	Fokolang positive 0.0326	Fokolang mpe -0.0069	Fokolang mpe -0.0161
Answer 14	-	Fokolang positive 0.0464	Fokolang positive 0.0238	Fokolang mpe -0.0100	Fokolang mpe -0.0176	Fokolang positive 0.0186	Fokolang mpe -0.0009	Fokolang mpe -0.0350
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 15	-	Fokolang positive 0.0665	Fokolang positive 0.0212	Fokolang positive 0.0371	Fokolang mpe -0.0539	Fokolang positive 0.0431	Fokolang mpe -0.0212	Fokolang mpe -0.0559
Answer 16	-	Fokolang positive 0.0611	Fokolang positive 0.0231	Fokolang positive 0.0398	Fokolang positive 0.0192	Fokolang mpe -0.0162	Fokolang mpe -0.0297	Fokolang mpe -0.0646
Answer 17	-	Fokolang mpe -0.0145	Fokolang mpe -0.0174	Fokolang mpe -0.0347	Fokolang positive 0.0779	Fokolang positive 0.0084	Fokolang positive 0.0194	Fokolang mpe -0.0525
Answer 18	-	Fokolang mpe -0.0187	Fokolang positive 0.0086	Fokolang mpe -0.0363	Fokolang mpe -0.0181	Fokolang positive 0.0049	Fokolang mpe -0.0044	Fokolang positive 0.0523
Answer 19	-	Fokolang positive 0.0192	Fokolang positive 0.0451	Fokolang mpe -0.0287	Fokolang mpe -0.0253	Fokolang mpe -0.0164	Fokolang positive 0.0434	Fokolang mpe -0.0115
Answer 20	-	Fokolang mpe -0.0417	Fokolang mpe -0.0316	Fokolang positive 0.0090	Fokolang positive 0.0145	Fokolang mpe -0.0522	Fokolang positive 0.0308	Fokolang positive 0.0503
Answer 21	-	Fokolang mpe -0.0545	Fokolang mpe -0.0344	Fokolang positive 0.0204	Fokolang mpe -0.0559	Fokolang positive 0.0416	Fokolang mpe -0.0374	Fokolang positive 0.0841
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 22	-	Fokolang mpe -0.0218	Fokolang positive 0.0390	Fokolang positive 0.0112	Fokolang mpe -0.0462	Fokolang mpe -0.0276	Fokolang mpe -0.0358	Fokolang positive 0.0809
Answer 23	-	Fokolang mpe -0.0538	Fokolang mpe -0.0191	Fokolang mpe -0.0067	Fokolang positive 0.0109	Fokolang mpe -0.0069	Fokolang positive 0.0088	Fokolang positive 0.0398
Answer 24	-	Fokolang positive 0.0419	Fokolang mpe -0.0434	Fokolang mpe -0.0069	Fokolang positive 0.0600	Fokolang mpe -0.0187	Fokolang positive 0.0539	Fokolang mpe -0.0794
Answer 25	-	Fokolang positive 0.0157	Fokolang positive 0.0107	Fokolang positive 0.0149	Fokolang mpe -0.0086	Fokolang mpe -0.0145	Fokolang mpe -0.0187	Fokolang positive 0.0079
Answer 26	-	Fokolang mpe -0.0040	Fokolang mpe -0.0180	Fokolang mpe -0.0162	Fokolang mpe -0.0198	Fokolang positive 0.0746	Fokolang mpe -0.0062	Fokolang mpe -0.0194
Answer 27	-	Fokolang positive 0.0577	Fokolang positive 0.0152	Fokolang positive 0.0055	Fokolang positive 0.0012	Fokolang positive 0.0702	Fokolang mpe -0.0086	Fokolang mpe -0.1085
Answer 28	-	Fokolang positive 0.0417	Fokolang positive 0.0417	Fokolang mpe -0.0076	Fokolang positive 0.0019	Fokolang mpe -0.0270	Fokolang positive 0.0033	Fokolang mpe -0.0246
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 29	-	Fokolang positive 0.0833	Fokolang positive 0.0311	Fokolang mpe -0.0132	Fokolang mpe -0.0307	Fokolang positive 0.0442	Fokolang mpe -0.0270	Fokolang mpe -0.0505
Answer 30	-	Fokolang positive 0.0316	Fokolang mpe -0.0152	Fokolang positive 0.0298	Fokolang mpe -0.0613	Fokolang positive 0.0256	Fokolang positive 0.0143	Fokolang mpe -0.0090
Answer 31	-	Fokolang mpe -0.0184	Fokolang mpe -0.0364	Fokolang positive 0.0008	Fokolang mpe -0.0187	Fokolang positive 0.0321	Fokolang mpe -0.0006	Fokolang positive 0.0180
Answer 32	-	Fokolang positive 0.0319	Fokolang positive 0.0389	Fokolang positive 0.0275	Fokolang positive 0.0104	Fokolang mpe -0.0235	Fokolang mpe -0.0219	Fokolang mpe -0.0395
Answer 33	-	Fokolang mpe -0.0131	Fokolang positive 0.0035	Fokolang mpe -0.0255	Fokolang positive 0.0189	Fokolang positive 0.0393	Fokolang mpe -0.0316	Fokolang positive 3.90E-6
Answer 34	-	Fokolang mpe -0.0037	Fokolang mpe -0.0304	Fokolang mpe -0.0249	Fokolang positive 0.0020	Fokolang mpe -0.0078	Fokolang positive 0.0528	Fokolang positive 0.0058
Answer 35	-	Fokolang mpe -0.0698	Fokolang positive 0.0254	Fokolang positive 0.0020	Fokolang positive 0.0665	Fokolang mpe -0.0832	Fokolang mpe -0.0055	Fokolang positive 0.0443
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 36	-	Fokolang positive 0.0908	Fokolang positive 0.0323	Fokolang mpe -0.0089	Fokolang mpe -0.0597	Fokolang positive 0.0577	Fokolang positive 0.0088	Fokolang mpe -0.0726
Answer 37	-	Fokolang positive 0.0598	Fokolang positive 0.0276	Fokolang positive 0.0154	Fokolang mpe -0.0122	Fokolang positive 0.0068	Fokolang mpe -0.0065	Fokolang mpe -0.0593
Answer 38	-	Fokolang mpe -0.0562	Fokolang mpe -0.0482	Fokolang mpe -0.0057	Fokolang positive 0.0335	Fokolang positive 0.0495	Fokolang mpe -0.0071	Fokolang mpe -0.0059
Answer 39	-	Fokolang positive 0.0231	Fokolang mpe -0.0086	Fokolang mpe -0.0008	Fokolang mpe -0.0164	Fokolang mpe -0.0611	Fokolang positive 0.0236	Fokolang positive 0.0465
Answer 40	-	Fokolang mpe -0.0440	Fokolang mpe -0.0249	Fokolang mpe -0.0124	Fokolang positive 0.0248	Fokolang mpe -0.0181	Fokolang positive 0.0350	Fokolang positive 0.0201
Answer 41	-	Fokolang mpe -0.0437	Fokolang mpe -0.0215	Fokolang mpe -0.0161	Fokolang positive 0.0456	Fokolang mpe -0.0532	Fokolang positive 0.0163	Fokolang positive 0.0500
Answer 42	-	Fokolang mpe -0.0231	Fokolang positive 0.0464	Fokolang positive 0.0246	Fokolang mpe -0.0237	Fokolang positive 0.0064	Fokolang mpe -0.0598	Fokolang positive 0.0302
Autonomony (o lumellana le bokae kapa o sa lumellane?)
Answer 43	-	Fokolang mpe -0.0482	Fokolang positive 0.0333	Fokolang positive 0.0526	Fokolang positive 0.0211	Fokolang mpe -0.0676	Fokolang mpe -0.0745	Fokolang positive 0.0702
Answer 44	-	Fokolang mpe -0.0142	Fokolang mpe -0.0405	Fokolang mpe -0.0291	Fokolang positive 0.0068	Fokolang positive 0.0118	Fokolang positive 0.0776	Fokolang mpe -0.0233
Answer 45	-	Fokolang mpe -0.0039	Fokolang positive 0.0113	Fokolang mpe -0.0298	Fokolang mpe -0.0159	Fokolang positive 0.0451	Fokolang positive 0.0129	Fokolang mpe -0.0184
Answer 46	-	Fokolang positive 0.0519	Fokolang mpe -0.0169	Fokolang positive 0.0112	Fokolang mpe -0.0213	Fokolang positive 0.0158	Fokolang positive 0.0153	Fokolang mpe -0.0367
Answer 47	-	Fokolang positive 0.0310	Fokolang mpe -0.0003	Fokolang mpe -0.0250	Fokolang positive 0.0326	Fokolang positive 0.0058	Fokolang positive 0.0157	Fokolang mpe -0.0468
Answer 48	-	Fokolang positive 0.0366	Fokolang positive 0.0103	Fokolang positive 0.0125	Fokolang mpe -0.0179	Fokolang positive 0.0177	Fokolang mpe -0.0435	Fokolang mpe -0.0052
Answer 49	-	Fokolang positive 0.0387	Fokolang positive 0.0053	Fokolang mpe -0.0228	Fokolang mpe -0.0365	Fokolang positive 0.0307	Fokolang mpe -0.0157	Fokolang positive 0.0097
2) Masterytal Mastery
Answer 50	-	Fokolang mpe -0.0472	Fokolang mpe -0.0211	Fokolang positive 0.0071	Fokolang positive 0.0784	Fokolang mpe -0.0409	Fokolang mpe -0.1020	Fokolang positive 0.0853
Answer 51	-	Fokolang mpe -0.0015	Fokolang mpe -0.0113	Fokolang positive 0.0087	Fokolang mpe -0.0281	Fokolang positive 0.0085	Fokolang positive 0.0284	Fokolang mpe -0.0035
Answer 52	-	Fokolang positive 0.0240	Fokolang mpe -0.0348	Fokolang mpe -0.0085	Fokolang mpe -0.0154	Fokolang mpe -0.0073	Fokolang positive 0.0915	Fokolang mpe -0.0414
Answer 53	-	Fokolang positive 0.0036	Fokolang mpe -0.0044	Fokolang mpe -0.0118	Fokolang mpe -0.0220	Fokolang mpe -0.0018	Fokolang mpe -0.0106	Fokolang positive 0.0399
Answer 54	-	Fokolang positive 0.0128	Fokolang positive 0.0332	Fokolang positive 0.0109	Fokolang mpe -0.0089	Fokolang positive 0.0194	Fokolang mpe -0.0044	Fokolang mpe -0.0424
Answer 55	-	Fokolang positive 0.0395	Fokolang positive 0.0233	Fokolang mpe -0.0225	Fokolang mpe -0.0128	Fokolang positive 0.0710	Fokolang positive 0.0083	Fokolang mpe -0.0808
Answer 56	-	Fokolang positive 0.0054	Fokolang positive 0.0997	Fokolang positive 0.0080	Fokolang mpe -0.0352	Fokolang mpe -0.0161	Fokolang positive 0.0107	Fokolang mpe -0.0328
Masterytal Mastery
Answer 57	-	Fokolang positive 0.0616	Fokolang positive 0.0845	Fokolang positive 0.0501	Fokolang mpe -0.0785	Fokolang positive 0.0019	Fokolang mpe -0.0330	Fokolang mpe -0.0314
Answer 58	-	Fokolang positive 0.0638	Fokolang positive 0.0341	Fokolang mpe -0.0312	Fokolang mpe -0.0316	Fokolang positive 0.0115	Fokolang positive 0.0708	Fokolang mpe -0.0768
Answer 59	-	Fokolang mpe -0.0062	Fokolang mpe -0.0292	Fokolang positive 0.0136	Fokolang positive 0.0128	Fokolang positive 0.0020	Fokolang positive 0.0168	Fokolang mpe -0.0165
Answer 60	-	Fokolang positive 0.0150	Fokolang mpe -0.0084	Fokolang mpe -0.0002	Fokolang mpe -0.0090	Fokolang positive 0.0024	Fokolang mpe -0.0050	Fokolang positive 0.0060
Answer 61	-	Fokolang mpe -0.0055	Fokolang positive 0.0196	Fokolang positive 0.0057	Fokolang positive 0.0075	Fokolang mpe -0.0073	Fokolang mpe -0.0142	Fokolang mpe -0.0004
Answer 62	-	Fokolang mpe -0.0535	Fokolang mpe -0.0780	Fokolang mpe -0.0020	Fokolang positive 0.0010	Fokolang positive 0.0052	Fokolang positive 0.0093	Fokolang positive 0.0717
Answer 63	-	Fokolang mpe -0.0562	Fokolang positive 0.0006	Fokolang mpe -0.0213	Fokolang positive 0.0756	Fokolang mpe -0.0160	Fokolang mpe -0.0581	Fokolang positive 0.0420
Masterytal Mastery
Answer 64	-	Fokolang positive 0.0568	Fokolang positive 0.0897	Fokolang positive 0.0473	Fokolang mpe -0.0790	Fokolang mpe -0.0061	Fokolang mpe -0.0373	Fokolang mpe -0.0180
Answer 65	-	Fokolang positive 0.0129	Fokolang positive 0.0563	Fokolang mpe -0.0103	Fokolang mpe -0.0515	Fokolang positive 0.0298	Fokolang positive 0.0329	Fokolang mpe -0.0417
Answer 66	-	Fokolang positive 0.0521	Fokolang mpe -0.0298	Fokolang mpe -0.0038	Fokolang mpe -0.0180	Fokolang positive 0.0158	Fokolang positive 0.0191	Fokolang mpe -0.0219
Answer 67	-	Fokolang positive 0.0166	Fokolang positive 0.0371	Fokolang mpe -0.0052	Fokolang mpe -0.0064	Fokolang mpe -0.0453	Fokolang positive 0.0276	Fokolang mpe -0.0038
Answer 68	-	Fokolang mpe -0.0544	Fokolang mpe -0.0269	Fokolang mpe -0.0129	Fokolang positive 0.0557	Fokolang positive 0.0103	Fokolang positive 0.0215	Fokolang mpe -0.0199
Answer 69	-	Fokolang mpe -0.0455	Fokolang mpe -0.0541	Fokolang positive 0.0443	Fokolang positive 0.0130	Fokolang mpe -0.0269	Fokolang mpe -0.0189	Fokolang positive 0.0542
Answer 70	-	Fokolang mpe -0.0362	Fokolang mpe -0.0441	Fokolang mpe -0.0496	Fokolang positive 0.0743	Fokolang positive 0.0168	Fokolang mpe -0.0497	Fokolang positive 0.0445
Masterytal Mastery
Answer 71	-	Fokolang positive 0.0088	Fokolang mpe -0.0542	Fokolang positive 0.0059	Fokolang mpe -0.0012	Fokolang positive 0.0076	Fokolang mpe -0.0561	Fokolang positive 0.0634
Answer 72	-	Fokolang mpe -0.0386	Fokolang mpe -0.0639	Fokolang positive 0.0162	Fokolang positive 0.0461	Fokolang positive 0.0025	Fokolang mpe -0.0387	Fokolang positive 0.0377
Answer 73	-	Fokolang positive 0.0103	Fokolang positive 0.0134	Fokolang mpe -0.0206	Fokolang mpe -0.0160	Fokolang positive 0.0101	Fokolang positive 0.0282	Fokolang mpe -0.0157
Answer 74	-	Fokolang positive 0.0541	Fokolang positive 0.0418	Fokolang mpe -0.0216	Fokolang mpe -0.0239	Fokolang mpe -0.0316	Fokolang positive 0.0323	Fokolang mpe -0.0152
Answer 75	-	Fokolang mpe -0.0145	Fokolang positive 0.0253	Fokolang mpe -0.0068	Fokolang positive 0.0014	Fokolang positive 0.0086	Fokolang positive 0.0561	Fokolang mpe -0.0572
Answer 76	-	Fokolang mpe -0.0044	Fokolang positive 0.0654	Fokolang mpe -0.0071	Fokolang positive 0.0018	Fokolang mpe -0.0080	Fokolang positive 0.0344	Fokolang mpe -0.0554
Answer 77	-	Fokolang positive 0.0041	Fokolang positive 0.0600	Fokolang positive 0.0407	Fokolang mpe -0.0473	Fokolang positive 0.0001	Fokolang mpe -0.0196	Fokolang mpe -0.0145
Masterytal Mastery
Answer 78	-	Fokolang positive 0.0369	Fokolang positive 0.0425	Fokolang positive 0.0470	Fokolang mpe -0.0719	Fokolang mpe -0.0602	Fokolang mpe -0.0175	Fokolang positive 0.0495
Answer 79	-	Fokolang positive 0.0093	Fokolang positive 0.0588	Fokolang positive 0.0092	Fokolang mpe -0.0515	Fokolang mpe -0.0268	Fokolang positive 0.0147	Fokolang positive 0.0102
Answer 80	-	Fokolang positive 0.0215	Fokolang mpe -0.0315	Fokolang positive 0.0245	Fokolang mpe -0.0738	Fokolang positive 0.0110	Fokolang positive 0.0044	Fokolang positive 0.0452
Answer 81	-	Fokolang mpe -0.0134	Fokolang positive 0.0058	Fokolang positive 0.0052	Fokolang mpe -0.0465	Fokolang mpe -0.0064	Fokolang positive 0.0416	Fokolang positive 0.0166
Answer 82	-	Fokolang mpe -0.0375	Fokolang mpe -0.0111	Fokolang positive 0.0069	Fokolang mpe -5.47E-5	Fokolang positive 0.0173	Fokolang positive 0.0133	Fokolang mpe -0.0038
Answer 83	-	Fokolang mpe -0.0244	Fokolang mpe -0.0564	Fokolang mpe -0.0523	Fokolang positive 0.0477	Fokolang positive 0.0326	Fokolang positive 0.0546	Fokolang mpe -0.0264
Answer 84	-	Fokolang positive 0.0097	Fokolang positive 0.0040	Fokolang mpe -0.0202	Fokolang positive 0.1444	Fokolang positive 0.0159	Fokolang mpe -0.0970	Fokolang mpe -0.0649
Masterytal Mastery
Answer 85	-	Fokolang mpe -0.0217	Fokolang positive 0.0034	Fokolang mpe -0.0022	Fokolang positive 0.1106	Fokolang positive 0.0031	Fokolang mpe -0.1275	Fokolang positive 0.0100
Answer 86	-	Fokolang mpe -0.0284	Fokolang mpe -0.0446	Fokolang positive 0.0326	Fokolang mpe -0.0162	Fokolang mpe -0.0286	Fokolang positive 0.0616	Fokolang positive 0.0087
Answer 87	-	Fokolang mpe -0.0011	Fokolang mpe -0.0020	Fokolang mpe -0.0304	Fokolang mpe -0.0443	Fokolang positive 0.0171	Fokolang positive 0.0615	Fokolang positive 0.0062
Answer 88	-	Fokolang positive 0.0469	Fokolang positive 0.0133	Fokolang mpe -0.0297	Fokolang mpe -0.0619	Fokolang positive 0.0123	Fokolang positive 0.0265	Fokolang positive 0.0125
Answer 89	-	Fokolang positive 0.0461	Fokolang positive 0.0162	Fokolang positive 0.0416	Fokolang mpe -0.0058	Fokolang mpe -0.0375	Fokolang mpe -5.70E-5	Fokolang mpe -0.0340
Answer 90	-	Fokolang positive 0.0301	Fokolang positive 0.0278	Fokolang mpe -0.0222	Fokolang mpe -0.0317	Fokolang positive 0.0323	Fokolang positive 0.0119	Fokolang mpe -0.0282
Answer 91	-	Fokolang mpe -0.0321	Fokolang positive 0.0445	Fokolang mpe -0.0065	Fokolang mpe -0.0329	Fokolang positive 0.0294	Fokolang positive 0.0016	Fokolang mpe -0.0007
Masterytal Mastery
Answer 92	-	Fokolang positive 0.0517	Fokolang positive 0.0558	Fokolang positive 0.0256	Fokolang mpe -0.0961	Fokolang positive 0.0100	Fokolang positive 0.0345	Fokolang mpe -0.0328
Answer 93	-	Fokolang positive 0.0125	Fokolang positive 0.0532	Fokolang mpe -0.0012	Fokolang mpe -0.0365	Fokolang mpe -0.0053	Fokolang positive 0.0045	Fokolang mpe -0.0047
Answer 94	-	Fokolang positive 0.0483	Fokolang mpe -0.0210	Fokolang mpe -0.0072	Fokolang mpe -0.0347	Fokolang positive 0.0033	Fokolang positive 0.0406	Fokolang mpe -0.0140
Answer 95	-	Fokolang mpe -0.0174	Fokolang mpe -0.0103	Fokolang positive 0.0293	Fokolang positive 0.0106	Fokolang mpe -0.0156	Fokolang positive 0.0137	Fokolang mpe -0.0168
Answer 96	-	Fokolang mpe -0.0027	Fokolang mpe -0.0235	Fokolang mpe -0.0027	Fokolang mpe -0.0018	Fokolang mpe -0.0063	Fokolang positive 0.0303	Fokolang positive 0.0046
Answer 97	-	Fokolang mpe -0.0585	Fokolang mpe -0.0385	Fokolang mpe -0.0099	Fokolang positive 0.0434	Fokolang positive 0.0071	Fokolang mpe -0.0175	Fokolang positive 0.0352
Answer 98	-	Fokolang mpe -0.0306	Fokolang mpe -0.0083	Fokolang mpe -0.0225	Fokolang positive 0.0959	Fokolang positive 0.0044	Fokolang mpe -0.0908	Fokolang positive 0.0207
3) Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 99	-	Fokolang mpe -0.0381	Fokolang mpe -0.1276	Fokolang positive 0.0027	Fokolang positive 4.28E-5	Fokolang mpe -0.0430	Fokolang mpe -0.0222	Fokolang positive 0.1617
Answer 100	-	Fokolang mpe -0.0210	Fokolang positive 0.0660	Fokolang mpe -0.0021	Fokolang positive 0.0413	Fokolang positive 0.0290	Fokolang positive 0.0268	Fokolang mpe -0.1180
Answer 101	-	Fokolang positive 0.0696	Fokolang positive 0.0528	Fokolang mpe -0.0112	Fokolang mpe -0.0126	Fokolang positive 0.0487	Fokolang positive 0.0037	Fokolang mpe -0.1022
Answer 102	-	Fokolang positive 0.0359	Fokolang positive 0.0637	Fokolang mpe -0.0083	Fokolang mpe -0.0460	Fokolang mpe -0.0008	Fokolang mpe -0.0032	Fokolang mpe -0.0096
Answer 103	-	Fokolang positive 0.0055	Fokolang positive 0.0650	Fokolang positive 0.0202	Fokolang mpe -0.0130	Fokolang mpe -0.0196	Fokolang positive 0.0140	Fokolang mpe -0.0436
Answer 104	-	Fokolang positive 0.0196	Fokolang positive 0.0088	Fokolang mpe -0.0285	Fokolang mpe -0.0127	Fokolang positive 0.0267	Fokolang positive 0.0256	Fokolang mpe -0.0268
Answer 105	-	Fokolang positive 0.0226	Fokolang positive 0.0420	Fokolang positive 0.0324	Fokolang mpe -0.0358	Fokolang mpe -0.0212	Fokolang mpe -0.0317	Fokolang positive 0.0160
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 106	-	Fokolang mpe -0.0032	Fokolang positive 0.0011	Fokolang positive 0.0171	Fokolang positive 0.0317	Fokolang mpe -0.0224	Fokolang mpe -0.0091	Fokolang mpe -0.0168
Answer 107	-	Fokolang positive 0.0166	Fokolang positive 0.0225	Fokolang mpe -0.0081	Fokolang positive 0.0219	Fokolang positive 0.0262	Fokolang mpe -0.0321	Fokolang mpe -0.0371
Answer 108	-	Fokolang positive 0.0242	Fokolang positive 0.1172	Fokolang mpe -0.0155	Fokolang mpe -0.0355	Fokolang positive 0.0172	Fokolang mpe -0.0055	Fokolang mpe -0.0536
Answer 109	-	Fokolang positive 0.1136	Fokolang positive 0.0309	Fokolang mpe -0.0377	Fokolang mpe -0.0225	Fokolang mpe -0.0040	Fokolang positive 0.0018	Fokolang mpe -0.0323
Answer 110	-	Fokolang positive 0.0513	Fokolang positive 0.0806	Fokolang mpe -0.0123	Fokolang positive 0.0166	Fokolang mpe -0.0018	Fokolang positive 0.0306	Fokolang mpe -0.1150
Answer 111	-	Fokolang mpe -0.0116	Fokolang positive 0.0502	Fokolang mpe -0.0287	Fokolang positive 0.0181	Fokolang positive 0.0192	Fokolang positive 0.0916	Fokolang mpe -0.1119
Answer 112	-	Fokolang mpe -0.0753	Fokolang mpe -0.1325	Fokolang positive 0.0402	Fokolang mpe -0.0251	Fokolang mpe -0.0144	Fokolang mpe -0.0593	Fokolang positive 0.1852
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 113	-	Fokolang positive 0.0567	Fokolang positive 0.0570	Fokolang positive 0.0244	Fokolang mpe -0.0382	Fokolang mpe -0.0086	Fokolang mpe -0.0311	Fokolang mpe -0.0189
Answer 114	-	Fokolang positive 0.0215	Fokolang positive 0.0461	Fokolang positive 0.0236	Fokolang mpe -0.0327	Fokolang mpe -0.0097	Fokolang mpe -0.0204	Fokolang mpe -0.0027
Answer 115	-	Fokolang positive 0.0146	Fokolang positive 0.0866	Fokolang mpe -0.0002	Fokolang mpe -0.0258	Fokolang positive 0.0138	Fokolang positive 0.0256	Fokolang mpe -0.0743
Answer 116	-	Fokolang positive 0.1032	Fokolang positive 0.0283	Fokolang mpe -0.0219	Fokolang mpe -0.0171	Fokolang positive 0.0258	Fokolang mpe -0.0324	Fokolang mpe -0.0469
Answer 117	-	Fokolang positive 0.0683	Fokolang positive 0.0646	Fokolang mpe -0.0282	Fokolang mpe -0.0212	Fokolang positive 0.0196	Fokolang positive 0.0083	Fokolang mpe -0.0658
Answer 118	-	Fokolang mpe -0.0048	Fokolang mpe -0.0240	Fokolang mpe -0.0222	Fokolang mpe -0.0569	Fokolang positive 0.0249	Fokolang positive 0.0721	Fokolang positive 0.0073
Answer 119	-	Fokolang mpe -0.1136	Fokolang mpe -0.1018	Fokolang positive 0.0237	Fokolang positive 0.0969	Fokolang mpe -0.0399	Fokolang mpe -0.0341	Fokolang positive 0.0891
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 120	-	Fokolang mpe -0.0607	Fokolang mpe -0.0685	Fokolang mpe -0.0160	Fokolang mpe -0.0191	Fokolang mpe -0.0224	Fokolang mpe -0.0159	Fokolang positive 0.1493
Answer 121	-	Fokolang mpe -0.0111	Fokolang positive 0.0221	Fokolang mpe -0.0217	Fokolang positive 0.0479	Fokolang positive 0.0067	Fokolang positive 0.0207	Fokolang mpe -0.0573
Answer 122	-	Fokolang positive 0.0243	Fokolang positive 0.0289	Fokolang mpe -0.0128	Fokolang positive 0.0058	Fokolang positive 0.0756	Fokolang positive 0.0124	Fokolang mpe -0.1126
Answer 123	-	Fokolang positive 0.0767	Fokolang positive 0.0462	Fokolang positive 0.0111	Fokolang mpe -0.0122	Fokolang mpe -0.0240	Fokolang mpe -0.0098	Fokolang mpe -0.0457
Answer 124	-	Fokolang positive 0.0261	Fokolang positive 0.0247	Fokolang positive 0.0439	Fokolang mpe -0.0307	Fokolang positive 0.0011	Fokolang mpe -0.0072	Fokolang mpe -0.0351
Answer 125	-	Fokolang positive 0.0295	Fokolang positive 0.0464	Fokolang positive 0.0442	Fokolang mpe -0.0124	Fokolang mpe -0.0506	Fokolang positive 0.0356	Fokolang mpe -0.0566
Answer 126	-	Fokolang positive 0.0580	Fokolang mpe -0.0020	Fokolang positive 0.0667	Fokolang mpe -0.0443	Fokolang mpe -0.0040	Fokolang mpe -0.0457	Fokolang mpe -0.0075
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 127	-	Fokolang positive 0.0556	Fokolang positive 0.0908	Fokolang positive 0.0486	Fokolang mpe -0.0389	Fokolang mpe -0.0134	Fokolang mpe -0.0220	Fokolang mpe -0.0636
Answer 128	-	Fokolang positive 0.0229	Fokolang positive 0.0110	Fokolang positive 0.0501	Fokolang positive 0.0087	Fokolang mpe -0.0227	Fokolang mpe -0.0412	Fokolang mpe -0.0179
Answer 129	-	Fokolang positive 0.0531	Fokolang positive 0.0633	Fokolang mpe -0.0035	Fokolang positive 0.0121	Fokolang positive 0.0452	Fokolang positive 0.0248	Fokolang mpe -0.1496
Answer 130	-	Fokolang positive 0.0292	Fokolang positive 0.0213	Fokolang mpe -0.0199	Fokolang mpe -0.0333	Fokolang positive 0.0075	Fokolang positive 0.0375	Fokolang mpe -0.0170
Answer 131	-	Fokolang positive 0.0524	Fokolang positive 0.0195	Fokolang mpe -0.0547	Fokolang mpe -0.0028	Fokolang positive 0.0072	Fokolang positive 0.0506	Fokolang mpe -0.0452
Answer 132	-	Fokolang mpe -0.0561	Fokolang mpe -0.0805	Fokolang positive 0.0088	Fokolang mpe -0.0025	Fokolang positive 0.0277	Fokolang positive 0.0102	Fokolang positive 0.0450
Answer 133	-	Fokolang mpe -0.0900	Fokolang mpe -0.0599	Fokolang mpe -0.0167	Fokolang positive 0.0333	Fokolang mpe -0.0479	Fokolang mpe -0.0474	Fokolang positive 0.1630
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 134	-	Fokolang positive 0.0293	Fokolang positive 0.0306	Fokolang positive 0.0027	Fokolang mpe -0.0237	Fokolang mpe -0.0044	Fokolang mpe -0.0055	Fokolang mpe -0.0072
Answer 135	-	Fokolang positive 0.0593	Fokolang positive 0.0868	Fokolang mpe -0.0084	Fokolang mpe -0.0121	Fokolang positive 0.0228	Fokolang mpe -0.0265	Fokolang mpe -0.0753
Answer 136	-	Fokolang positive 0.0225	Fokolang positive 0.0370	Fokolang positive 0.0044	Fokolang positive 0.0159	Fokolang mpe -0.0156	Fokolang positive 0.0227	Fokolang mpe -0.0632
Answer 137	-	Fokolang positive 0.0585	Fokolang positive 0.0508	Fokolang mpe -0.0116	Fokolang mpe -0.0164	Fokolang mpe -0.0043	Fokolang mpe -0.0123	Fokolang mpe -0.0291
Answer 138	-	Fokolang positive 0.0180	Fokolang positive 0.0103	Fokolang positive 0.0183	Fokolang mpe -0.0146	Fokolang mpe -0.0419	Fokolang positive 0.0475	Fokolang mpe -0.0190
Answer 139	-	Fokolang mpe -0.0530	Fokolang mpe -0.0390	Fokolang mpe -0.0571	Fokolang positive 0.0352	Fokolang positive 0.0433	Fokolang positive 0.1081	Fokolang mpe -0.0581
Answer 140	-	Fokolang mpe -0.0474	Fokolang mpe -0.0695	Fokolang positive 0.0392	Fokolang mpe -0.0004	Fokolang mpe -0.0106	Fokolang mpe -0.0932	Fokolang positive 0.1301
Keketseho ea hau (o lumellana le bokae kapa o sa lumellane?)
Answer 141	-	Fokolang mpe -0.0755	Fokolang mpe -0.0718	Fokolang positive 0.0341	Fokolang mpe -0.0343	Fokolang mpe -0.0188	Fokolang mpe -0.0539	Fokolang positive 0.1623
Answer 142	-	Fokolang positive 0.0037	Fokolang mpe -0.0192	Fokolang mpe -0.0005	Fokolang positive 0.0151	Fokolang positive 0.0012	Fokolang positive 0.0282	Fokolang mpe -0.0342
Answer 143	-	Fokolang positive 0.0506	Fokolang positive 0.0759	Fokolang mpe -0.0438	Fokolang positive 0.0488	Fokolang mpe -0.0025	Fokolang positive 0.0464	Fokolang mpe -0.1241
Answer 144	-	Fokolang positive 0.0508	Fokolang positive 0.0313	Fokolang mpe -0.0110	Fokolang mpe -0.0077	Fokolang positive 0.0126	Fokolang positive 0.0118	Fokolang mpe -0.0557
Answer 145	-	Fokolang positive 0.0117	Fokolang positive 0.0108	Fokolang positive 0.0080	Fokolang positive 0.0381	Fokolang positive 0.0170	Fokolang positive 0.0195	Fokolang mpe -0.0916
Answer 146	-	Fokolang positive 0.0164	Fokolang positive 0.0647	Fokolang mpe -0.0292	Fokolang mpe -0.0314	Fokolang positive 0.0486	Fokolang mpe -0.0039	Fokolang mpe -0.0378
Answer 147	-	Fokolang positive 0.0555	Fokolang positive 0.0382	Fokolang positive 0.0091	Fokolang mpe -0.0174	Fokolang mpe -0.0196	Fokolang mpe -0.0227	Fokolang mpe -0.0101
4) Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 148	-	Fokolang positive 0.0192	Fokolang mpe -0.0804	Fokolang mpe -0.0069	Fokolang positive 0.0090	Fokolang positive 0.0200	Fokolang mpe -0.0621	Fokolang positive 0.0703
Answer 149	-	Fokolang mpe -0.0636	Fokolang mpe -0.0712	Fokolang mpe -0.0383	Fokolang mpe -0.0044	Fokolang positive 0.0739	Fokolang positive 0.0190	Fokolang positive 0.0346
Answer 150	-	Fokolang mpe -0.0354	Fokolang positive 0.0645	Fokolang positive 0.0093	Fokolang positive 0.0159	Fokolang mpe -0.0081	Fokolang positive 0.0408	Fokolang mpe -0.0698
Answer 151	-	Fokolang positive 0.0799	Fokolang positive 0.0630	Fokolang mpe -0.0243	Fokolang mpe -0.0051	Fokolang mpe -0.0577	Fokolang positive 0.0156	Fokolang mpe -0.0222
Answer 152	-	Fokolang positive 0.0426	Fokolang positive 0.0752	Fokolang positive 0.0511	Fokolang mpe -0.0222	Fokolang mpe -0.0541	Fokolang positive 0.0349	Fokolang mpe -0.0738
Answer 153	-	Fokolang positive 0.0332	Fokolang positive 0.0578	Fokolang positive 0.0722	Fokolang mpe -0.0193	Fokolang mpe -0.0798	Fokolang mpe -0.0108	Fokolang mpe -0.0154
Answer 154	-	Fokolang positive 0.0013	Fokolang positive 0.0979	Fokolang positive 0.0394	Fokolang positive 0.0029	Fokolang mpe -0.0468	Fokolang mpe -0.0184	Fokolang mpe -0.0376
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 155	-	Fokolang positive 0.0411	Fokolang mpe -0.0374	Fokolang positive 0.0288	Fokolang positive 0.0170	Fokolang positive 0.0345	Fokolang mpe -0.1011	Fokolang positive 0.0112
Answer 156	-	Fokolang mpe -0.0348	Fokolang mpe -0.0524	Fokolang mpe -0.0464	Fokolang mpe -0.0007	Fokolang positive 0.0524	Fokolang positive 0.0189	Fokolang positive 0.0264
Answer 157	-	Fokolang positive 0.0066	Fokolang mpe -0.0362	Fokolang mpe -0.0331	Fokolang mpe -0.0113	Fokolang positive 0.0185	Fokolang positive 0.0542	Fokolang mpe -0.0056
Answer 158	-	Fokolang positive 0.0004	Fokolang positive 0.0423	Fokolang positive 0.0067	Fokolang mpe -0.0118	Fokolang mpe -0.0602	Fokolang positive 0.0423	Fokolang mpe -0.0016
Answer 159	-	Fokolang positive 0.0124	Fokolang positive 0.0767	Fokolang positive 0.0377	Fokolang mpe -0.0072	Fokolang mpe -0.0451	Fokolang positive 0.0136	Fokolang mpe -0.0472
Answer 160	-	Fokolang mpe -0.0162	Fokolang positive 0.0936	Fokolang positive 0.0310	Fokolang positive 0.0232	Fokolang mpe -0.0773	Fokolang mpe -0.0070	Fokolang mpe -0.0152
Answer 161	-	Fokolang mpe -0.0348	Fokolang positive 0.0472	Fokolang positive 0.0337	Fokolang mpe -0.0174	Fokolang mpe -0.0262	Fokolang positive 0.0122	Fokolang mpe -0.0058
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 162	-	Fokolang positive 0.0354	Fokolang positive 0.0726	Fokolang positive 0.0366	Fokolang mpe -0.0005	Fokolang mpe -0.0526	Fokolang mpe -0.0407	Fokolang mpe -0.0157
Answer 163	-	Fokolang positive 0.0204	Fokolang positive 0.0920	Fokolang positive 0.0274	Fokolang positive 0.0033	Fokolang mpe -0.0420	Fokolang mpe -0.0019	Fokolang mpe -0.0598
Answer 164	-	Fokolang mpe -0.0086	Fokolang positive 0.0166	Fokolang positive 0.0031	Fokolang positive 0.0188	Fokolang positive 0.0256	Fokolang positive 0.0104	Fokolang mpe -0.0595
Answer 165	-	Fokolang positive 0.0390	Fokolang mpe -0.0046	Fokolang positive 0.0002	Fokolang mpe -0.0377	Fokolang mpe -0.0028	Fokolang positive 0.0037	Fokolang positive 0.0166
Answer 166	-	Fokolang mpe -0.0136	Fokolang mpe -0.0022	Fokolang mpe -0.0325	Fokolang mpe -0.0147	Fokolang positive 0.0295	Fokolang positive 0.0645	Fokolang mpe -0.0285
Answer 167	-	Fokolang mpe -0.0043	Fokolang mpe -0.0430	Fokolang positive 0.0162	Fokolang mpe -0.0368	Fokolang positive 0.0068	Fokolang positive 0.0216	Fokolang positive 0.0284
Answer 168	-	Fokolang mpe -0.0448	Fokolang mpe -0.0911	Fokolang mpe -0.0407	Fokolang positive 0.0501	Fokolang positive 0.0251	Fokolang mpe -0.0440	Fokolang positive 0.0852
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 169	-	Fokolang positive 0.0191	Fokolang positive 0.0894	Fokolang positive 0.0214	Fokolang mpe -0.0729	Fokolang mpe -0.0128	Fokolang mpe -0.0132	Fokolang positive 0.0064
Answer 170	-	Fokolang positive 0.0357	Fokolang mpe -0.0058	Fokolang positive 0.0116	Fokolang mpe -0.0847	Fokolang positive 0.0189	Fokolang mpe -0.0067	Fokolang positive 0.0401
Answer 171	-	Fokolang positive 0.0245	Fokolang positive 0.0401	Fokolang mpe -0.0122	Fokolang mpe -0.0783	Fokolang positive 0.0214	Fokolang positive 0.0472	Fokolang mpe -0.0148
Answer 172	-	Fokolang positive 0.0634	Fokolang mpe -0.0118	Fokolang positive 0.0122	Fokolang mpe -0.0619	Fokolang mpe -0.0026	Fokolang positive 0.0046	Fokolang positive 0.0177
Answer 173	-	Fokolang positive 0.0038	Fokolang mpe -0.0195	Fokolang mpe -0.0251	Fokolang positive 0.0232	Fokolang positive 0.0130	Fokolang positive 0.0218	Fokolang mpe -0.0204
Answer 174	-	Fokolang positive 0.0041	Fokolang mpe -0.0225	Fokolang mpe -0.0173	Fokolang positive 0.0156	Fokolang mpe -0.0315	Fokolang positive 0.0517	Fokolang mpe -0.0013
Answer 175	-	Fokolang mpe -0.0942	Fokolang mpe -0.0319	Fokolang positive 0.0107	Fokolang positive 0.1550	Fokolang positive 0.0010	Fokolang mpe -0.0777	Fokolang mpe -0.0171
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 176	-	Fokolang positive 0.0090	Fokolang mpe -0.0573	Fokolang mpe -0.0152	Fokolang positive 0.0198	Fokolang positive 0.0684	Fokolang mpe -0.0467	Fokolang mpe -0.0016
Answer 177	-	Fokolang mpe -0.0239	Fokolang mpe -0.0346	Fokolang positive 0.0083	Fokolang positive 0.0141	Fokolang mpe -0.0220	Fokolang positive 0.0404	Fokolang positive 0.0028
Answer 178	-	Fokolang mpe -0.0096	Fokolang positive 0.0457	Fokolang mpe -0.0106	Fokolang mpe -0.0221	Fokolang mpe -0.0231	Fokolang positive 0.0551	Fokolang mpe -0.0170
Answer 179	-	Fokolang positive 0.0296	Fokolang positive 0.0431	Fokolang positive 0.0040	Fokolang positive 0.0006	Fokolang mpe -0.0538	Fokolang mpe -0.0154	Fokolang positive 0.0151
Answer 180	-	Fokolang positive 0.0178	Fokolang positive 0.0046	Fokolang mpe -0.0184	Fokolang mpe -0.0405	Fokolang positive 0.0244	Fokolang mpe -3.97E-5	Fokolang positive 0.0163
Answer 181	-	Fokolang mpe -0.0149	Fokolang positive 0.0950	Fokolang positive 0.0130	Fokolang positive 0.0274	Fokolang positive 0.0037	Fokolang mpe -0.0477	Fokolang mpe -0.0524
Answer 182	-	Fokolang positive 0.0092	Fokolang positive 0.0209	Fokolang positive 0.0445	Fokolang mpe -0.0511	Fokolang mpe -0.0553	Fokolang positive 0.0025	Fokolang positive 0.0453
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 183	-	Fokolang positive 0.0671	Fokolang positive 0.0842	Fokolang positive 0.0047	Fokolang mpe -0.0403	Fokolang positive 0.0388	Fokolang mpe -0.0445	Fokolang mpe -0.0610
Answer 184	-	Fokolang positive 0.0128	Fokolang positive 0.0232	Fokolang positive 0.0223	Fokolang mpe -0.0493	Fokolang mpe -0.0138	Fokolang positive 0.0509	Fokolang mpe -0.0253
Answer 185	-	Fokolang positive 0.0222	Fokolang mpe -0.0366	Fokolang mpe -0.0457	Fokolang positive 0.0083	Fokolang mpe -0.0225	Fokolang positive 0.0729	Fokolang positive 0.0045
Answer 186	-	Fokolang mpe -0.0004	Fokolang positive 0.0420	Fokolang positive 0.0051	Fokolang mpe -0.0208	Fokolang mpe -0.0478	Fokolang positive 0.0098	Fokolang positive 0.0255
Answer 187	-	Fokolang mpe -0.0020	Fokolang mpe -0.0016	Fokolang positive 0.0063	Fokolang mpe -0.0318	Fokolang positive 0.0046	Fokolang positive 0.0658	Fokolang mpe -0.0309
Answer 188	-	Fokolang mpe -0.0094	Fokolang mpe -0.0339	Fokolang positive 0.0019	Fokolang positive 0.0205	Fokolang positive 0.0303	Fokolang mpe -0.0203	Fokolang mpe -0.0058
Answer 189	-	Fokolang mpe -0.0652	Fokolang mpe -0.0510	Fokolang positive 0.0044	Fokolang positive 0.0738	Fokolang positive 0.0020	Fokolang mpe -0.0829	Fokolang positive 0.0646
Likamano tse ntle le batho ba bang (u lumellana hakae kapa ba se ke ba hana?)
Answer 190	-	Fokolang positive 0.0103	Fokolang mpe -0.0653	Fokolang mpe -0.0338	Fokolang positive 0.0242	Fokolang positive 0.0701	Fokolang mpe -0.0643	Fokolang positive 0.0266
Answer 191	-	Fokolang mpe -0.0344	Fokolang mpe -0.0142	Fokolang positive 0.0119	Fokolang positive 0.0084	Fokolang mpe -0.0178	Fokolang positive 0.0664	Fokolang mpe -0.0246
Answer 192	-	Fokolang mpe -0.0300	Fokolang positive 0.0266	Fokolang positive 0.0259	Fokolang mpe -0.0137	Fokolang mpe -0.0366	Fokolang positive 0.0443	Fokolang mpe -0.0110
Answer 193	-	Fokolang positive 0.0623	Fokolang positive 0.0762	Fokolang positive 0.0068	Fokolang mpe -0.0123	Fokolang mpe -0.0597	Fokolang mpe -0.0137	Fokolang mpe -0.0152
Answer 194	-	Fokolang positive 0.0052	Fokolang positive 0.0355	Fokolang mpe -0.0283	Fokolang mpe -0.0152	Fokolang mpe -0.0042	Fokolang positive 0.0329	Fokolang mpe -0.0091
Answer 195	-	Fokolang positive 0.0178	Fokolang positive 0.0360	Fokolang positive 0.0075	Fokolang mpe -0.0073	Fokolang mpe -0.0025	Fokolang mpe -0.0469	Fokolang positive 0.0106
Answer 196	-	Fokolang positive 0.0024	Fokolang positive 0.0222	Fokolang positive 0.0513	Fokolang mpe -0.0448	Fokolang mpe -0.0217	Fokolang mpe -0.0273	Fokolang positive 0.0288
5) Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 197	-	Fokolang mpe -0.0449	Fokolang mpe -0.0345	Fokolang positive 0.0299	Fokolang positive 0.1895	Fokolang mpe -0.0601	Fokolang mpe -0.1354	Fokolang positive 0.0108
Answer 198	-	Fokolang mpe -0.0008	Fokolang mpe -0.0092	Fokolang mpe -0.0327	Fokolang mpe -0.0469	Fokolang positive 0.0218	Fokolang positive 0.0708	Fokolang positive 0.0026
Answer 199	-	Fokolang positive 0.0183	Fokolang mpe -0.0217	Fokolang positive 0.0215	Fokolang mpe -0.1192	Fokolang positive 0.0744	Fokolang positive 0.0537	Fokolang mpe -0.0187
Answer 200	-	Fokolang positive 0.0609	Fokolang positive 0.0609	Fokolang mpe -0.0342	Fokolang mpe -0.0867	Fokolang mpe -0.0169	Fokolang positive 0.0355	Fokolang positive 0.0234
Answer 201	-	Fokolang positive 0.0062	Fokolang positive 0.0039	Fokolang positive 0.0084	Fokolang mpe -0.0478	Fokolang mpe -0.0152	Fokolang positive 0.0504	Fokolang positive 0.0021
Answer 202	-	Fokolang mpe -0.0095	Fokolang positive 0.0124	Fokolang mpe -0.0192	Fokolang mpe -0.0133	Fokolang positive 0.0363	Fokolang positive 0.0146	Fokolang mpe -0.0171
Answer 203	-	Fokolang positive 0.0308	Fokolang positive 0.1174	Fokolang positive 0.0131	Fokolang mpe -0.0538	Fokolang mpe -0.0202	Fokolang positive 0.0042	Fokolang mpe -0.0379
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 204	-	Fokolang positive 0.0735	Fokolang positive 0.0541	Fokolang mpe -0.0145	Fokolang mpe -0.1144	Fokolang positive 0.0177	Fokolang positive 0.0003	Fokolang positive 0.0276
Answer 205	-	Fokolang positive 0.0715	Fokolang positive 0.0404	Fokolang mpe -0.0184	Fokolang mpe -0.1678	Fokolang positive 0.0267	Fokolang positive 0.0085	Fokolang positive 0.0768
Answer 206	-	Fokolang mpe -0.0061	Fokolang mpe -0.0213	Fokolang mpe -0.0125	Fokolang mpe -0.0588	Fokolang positive 0.0342	Fokolang positive 0.0327	Fokolang positive 0.0243
Answer 207	-	Fokolang positive 0.0124	Fokolang positive 0.0090	Fokolang mpe -0.0075	Fokolang mpe -0.0239	Fokolang mpe -0.0280	Fokolang positive 0.0029	Fokolang positive 0.0423
Answer 208	-	Fokolang mpe -0.0002	Fokolang mpe -0.0122	Fokolang mpe -0.0201	Fokolang positive 0.0123	Fokolang positive 0.0085	Fokolang positive 0.0541	Fokolang mpe -0.0420
Answer 209	-	Fokolang mpe -0.0432	Fokolang mpe -0.0834	Fokolang positive 0.0025	Fokolang positive 0.0390	Fokolang positive 0.0066	Fokolang positive 0.0369	Fokolang positive 0.0026
Answer 210	-	Fokolang mpe -0.0472	Fokolang positive 0.0377	Fokolang positive 0.0446	Fokolang positive 0.1753	Fokolang mpe -0.0436	Fokolang mpe -0.1011	Fokolang mpe -0.0774
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 211	-	Fokolang mpe -0.0412	Fokolang mpe -0.0552	Fokolang positive 0.0733	Fokolang positive 0.1049	Fokolang mpe -0.0486	Fokolang mpe -0.1365	Fokolang positive 0.0557
Answer 212	-	Fokolang mpe -0.0424	Fokolang mpe -0.0105	Fokolang mpe -0.0210	Fokolang positive 0.0269	Fokolang mpe -0.0194	Fokolang positive 0.0488	Fokolang positive 0.0039
Answer 213	-	Fokolang positive 0.0229	Fokolang positive 0.0072	Fokolang mpe -0.0211	Fokolang mpe -0.0886	Fokolang positive 0.0417	Fokolang positive 0.0440	Fokolang positive 0.0072
Answer 214	-	Fokolang positive 0.0553	Fokolang positive 0.0544	Fokolang mpe -0.0652	Fokolang mpe -0.0268	Fokolang positive 0.0246	Fokolang positive 0.0052	Fokolang mpe -0.0147
Answer 215	-	Fokolang positive 0.0449	Fokolang positive 0.0322	Fokolang mpe -0.0031	Fokolang mpe -0.0483	Fokolang positive 0.0262	Fokolang positive 0.0510	Fokolang mpe -0.0671
Answer 216	-	Fokolang positive 0.0156	Fokolang positive 0.0172	Fokolang positive 0.0031	Fokolang mpe -0.0191	Fokolang positive 0.0132	Fokolang positive 0.0449	Fokolang mpe -0.0525
Answer 217	-	Fokolang positive 0.0244	Fokolang positive 0.0266	Fokolang mpe -0.0107	Fokolang mpe -0.0674	Fokolang positive 0.0208	Fokolang positive 0.0501	Fokolang mpe -0.0194
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 218	-	Fokolang mpe -0.0590	Fokolang mpe -0.0520	Fokolang positive 0.0897	Fokolang positive 0.1344	Fokolang mpe -0.0509	Fokolang mpe -0.0928	Fokolang mpe -0.0129
Answer 219	-	Fokolang mpe -0.0206	Fokolang positive 0.0182	Fokolang mpe -0.0432	Fokolang mpe -0.0228	Fokolang mpe -0.0005	Fokolang positive 0.0316	Fokolang positive 0.0356
Answer 220	-	Fokolang positive 0.0009	Fokolang positive 0.0089	Fokolang positive 0.0005	Fokolang positive 0.0006	Fokolang mpe -0.0082	Fokolang positive 0.0338	Fokolang mpe -0.0251
Answer 221	-	Fokolang positive 0.0615	Fokolang positive 0.0253	Fokolang mpe -0.0372	Fokolang mpe -0.0753	Fokolang positive 0.0342	Fokolang positive 0.0056	Fokolang positive 0.0115
Answer 222	-	Fokolang positive 0.0436	Fokolang positive 0.0114	Fokolang positive 0.0056	Fokolang mpe -0.0998	Fokolang positive 0.0358	Fokolang positive 0.0539	Fokolang mpe -0.0253
Answer 223	-	Fokolang positive 0.0107	Fokolang mpe -0.0128	Fokolang mpe -0.0418	Fokolang mpe -0.0041	Fokolang positive 0.0333	Fokolang positive 0.0285	Fokolang mpe -0.0118
Answer 224	-	Fokolang positive 0.0192	Fokolang positive 0.0336	Fokolang mpe -0.0301	Fokolang mpe -0.0289	Fokolang positive 0.0007	Fokolang mpe -0.0039	Fokolang positive 0.0251
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 225	-	Fokolang positive 0.0476	Fokolang positive 0.0828	Fokolang positive 0.0135	Fokolang mpe -0.0623	Fokolang positive 0.0002	Fokolang mpe -0.0026	Fokolang mpe -0.0293
Answer 226	-	Fokolang positive 0.0909	Fokolang positive 0.0411	Fokolang mpe -0.0009	Fokolang mpe -0.0531	Fokolang positive 0.0378	Fokolang mpe -0.0087	Fokolang mpe -0.0585
Answer 227	-	Fokolang mpe -0.0297	Fokolang mpe -0.0012	Fokolang mpe -0.0334	Fokolang mpe -0.0307	Fokolang positive 0.0388	Fokolang positive 0.0518	Fokolang positive 0.0012
Answer 228	-	Fokolang positive 0.0022	Fokolang positive 0.0314	Fokolang mpe -0.0031	Fokolang mpe -0.0023	Fokolang mpe -0.0230	Fokolang positive 0.0351	Fokolang mpe -0.0251
Answer 229	-	Fokolang positive 0.0074	Fokolang mpe -0.0165	Fokolang mpe -0.0113	Fokolang mpe -0.0131	Fokolang mpe -0.0411	Fokolang positive 0.0390	Fokolang positive 0.0326
Answer 230	-	Fokolang mpe -0.0263	Fokolang mpe -0.0478	Fokolang mpe -0.0086	Fokolang positive 0.0326	Fokolang positive 0.0245	Fokolang positive 0.0338	Fokolang mpe -0.0279
Answer 231	-	Fokolang mpe -0.0544	Fokolang mpe -0.0438	Fokolang positive 0.0330	Fokolang positive 0.0770	Fokolang mpe -0.0361	Fokolang mpe -0.1035	Fokolang positive 0.0765
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 232	-	Fokolang positive 0.0209	Fokolang positive 0.0330	Fokolang positive 0.0202	Fokolang mpe -0.0279	Fokolang mpe -0.0137	Fokolang mpe -0.0093	Fokolang mpe -0.0047
Answer 233	-	Fokolang mpe -0.0023	Fokolang positive 0.0345	Fokolang positive 0.0074	Fokolang mpe -0.0026	Fokolang mpe -0.0268	Fokolang mpe -0.0119	Fokolang positive 0.0104
Answer 234	-	Fokolang positive 0.0128	Fokolang mpe -0.0446	Fokolang positive 0.0073	Fokolang mpe -0.0363	Fokolang mpe -0.0147	Fokolang mpe -0.0070	Fokolang positive 0.0718
Answer 235	-	Fokolang positive 0.0231	Fokolang positive 0.0657	Fokolang positive 0.0323	Fokolang mpe -0.0062	Fokolang mpe -0.0078	Fokolang mpe -0.0395	Fokolang mpe -0.0362
Answer 236	-	Fokolang mpe -0.0181	Fokolang positive 0.0460	Fokolang mpe -0.0484	Fokolang mpe -3.61E-5	Fokolang positive 0.0064	Fokolang positive 0.0571	Fokolang mpe -0.0292
Answer 237	-	Fokolang mpe -0.0414	Fokolang mpe -0.0349	Fokolang mpe -0.0377	Fokolang positive 0.0218	Fokolang positive 0.0540	Fokolang positive 0.0244	Fokolang mpe -0.0133
Answer 238	-	Fokolang positive 0.0116	Fokolang mpe -0.0473	Fokolang positive 0.0172	Fokolang positive 0.0197	Fokolang mpe -0.0105	Fokolang mpe -0.0102	Fokolang positive 0.0063
Morero bophelong (o lumellana le eng kapa o hanana le eng?)
Answer 239	-	Fokolang mpe -0.0056	Fokolang positive 0.0894	Fokolang positive 0.0384	Fokolang mpe -0.0119	Fokolang mpe -0.0044	Fokolang mpe -0.0134	Fokolang mpe -0.0593
Answer 240	-	Fokolang positive 0.0889	Fokolang mpe -0.0052	Fokolang positive 0.0227	Fokolang mpe -0.0214	Fokolang mpe -0.0264	Fokolang positive 0.0282	Fokolang mpe -0.0491
Answer 241	-	Fokolang mpe -0.0082	Fokolang positive 0.0255	Fokolang mpe -0.0265	Fokolang mpe -0.0012	Fokolang positive 0.0488	Fokolang positive 0.0424	Fokolang mpe -0.0691
Answer 242	-	Fokolang positive 0.0335	Fokolang positive 0.0347	Fokolang mpe -0.0365	Fokolang mpe -0.0287	Fokolang mpe -0.0601	Fokolang positive 0.0338	Fokolang positive 0.0450
Answer 243	-	Fokolang mpe -0.0439	Fokolang positive 0.0008	Fokolang mpe -0.0465	Fokolang positive 0.0371	Fokolang positive 0.0317	Fokolang positive 0.0149	Fokolang mpe -0.0101
Answer 244	-	Fokolang mpe -0.0481	Fokolang mpe -0.0785	Fokolang positive 0.0168	Fokolang mpe -0.0189	Fokolang positive 0.0192	Fokolang mpe -0.0061	Fokolang positive 0.0697
Answer 245	-	Fokolang mpe -0.0150	Fokolang mpe -0.0340	Fokolang positive 0.0267	Fokolang positive 0.0374	Fokolang mpe -0.0116	Fokolang mpe -0.0827	Fokolang positive 0.0518
6) Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 246	-	Fokolang positive 0.0298	Fokolang positive 0.1166	Fokolang positive 0.0042	Fokolang mpe -0.0466	Fokolang positive 0.0114	Fokolang mpe -0.0212	Fokolang mpe -0.0451
Answer 247	-	Fokolang positive 0.0279	Fokolang positive 0.0550	Fokolang positive 0.0334	Fokolang mpe -0.0078	Fokolang mpe -0.0610	Fokolang positive 0.0808	Fokolang mpe -0.0830
Answer 248	-	Fokolang positive 0.0214	Fokolang mpe -0.0174	Fokolang mpe -0.0054	Fokolang positive 0.0237	Fokolang positive 0.0570	Fokolang mpe -0.0101	Fokolang mpe -0.0663
Answer 249	-	Fokolang positive 0.0041	Fokolang mpe -0.0046	Fokolang mpe -0.0442	Fokolang mpe -0.0060	Fokolang mpe -0.0239	Fokolang positive 0.0008	Fokolang positive 0.0664
Answer 250	-	Fokolang mpe -0.0202	Fokolang positive 0.0159	Fokolang mpe -0.0028	Fokolang positive 0.0035	Fokolang mpe -0.0219	Fokolang positive 0.0313	Fokolang mpe -0.0031
Answer 251	-	Fokolang mpe -0.0119	Fokolang mpe -0.0690	Fokolang mpe -0.0169	Fokolang positive 0.0147	Fokolang positive 0.0113	Fokolang positive 0.0483	Fokolang positive 0.0032
Answer 252	-	Fokolang mpe -0.0393	Fokolang mpe -0.0536	Fokolang positive 0.0201	Fokolang positive 0.0055	Fokolang positive 0.0147	Fokolang mpe -0.1062	Fokolang positive 0.1082
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 253	-	Fokolang mpe -0.0558	Fokolang mpe -0.0539	Fokolang positive 0.0478	Fokolang positive 0.0255	Fokolang mpe -0.0019	Fokolang mpe -0.1177	Fokolang positive 0.1018
Answer 254	-	Fokolang mpe -0.0263	Fokolang mpe -0.0529	Fokolang mpe -0.0217	Fokolang positive 0.0102	Fokolang positive 0.0256	Fokolang positive 0.0468	Fokolang mpe -0.0007
Answer 255	-	Fokolang positive 0.0230	Fokolang mpe -0.0223	Fokolang mpe -0.0489	Fokolang mpe -0.0515	Fokolang positive 0.0233	Fokolang positive 0.0814	Fokolang mpe -0.0008
Answer 256	-	Fokolang positive 0.0275	Fokolang positive 0.0392	Fokolang mpe -0.0264	Fokolang mpe -0.0233	Fokolang mpe -0.0222	Fokolang positive 0.0425	Fokolang mpe -0.0113
Answer 257	-	Fokolang positive 0.0603	Fokolang positive 0.0512	Fokolang mpe -0.0082	Fokolang positive 0.0301	Fokolang positive 0.0065	Fokolang mpe -0.0205	Fokolang mpe -0.0823
Answer 258	-	Fokolang mpe -0.0118	Fokolang positive 0.0515	Fokolang positive 0.0337	Fokolang positive 0.0440	Fokolang mpe -0.0652	Fokolang positive 0.0051	Fokolang mpe -0.0398
Answer 259	-	Fokolang positive 0.0502	Fokolang positive 0.1036	Fokolang positive 0.0326	Fokolang mpe -0.0611	Fokolang positive 0.0133	Fokolang mpe -0.0272	Fokolang mpe -0.0543
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 260	-	Fokolang positive 0.0642	Fokolang positive 0.0923	Fokolang positive 0.0291	Fokolang mpe -0.0820	Fokolang positive 0.0296	Fokolang mpe -0.0118	Fokolang mpe -0.0628
Answer 261	-	Fokolang mpe -0.0120	Fokolang positive 0.0508	Fokolang mpe -0.0315	Fokolang positive 0.0055	Fokolang mpe -0.0059	Fokolang positive 0.0440	Fokolang mpe -0.0293
Answer 262	-	Fokolang positive 0.0580	Fokolang positive 0.0022	Fokolang mpe -0.0190	Fokolang positive 0.0161	Fokolang positive 0.0531	Fokolang mpe -0.0133	Fokolang mpe -0.0804
Answer 263	-	Fokolang mpe -0.0090	Fokolang mpe -0.0113	Fokolang mpe -0.0275	Fokolang positive 0.0006	Fokolang mpe -0.0204	Fokolang positive 0.0139	Fokolang positive 0.0442
Answer 264	-	Fokolang positive 0.0077	Fokolang mpe -0.0067	Fokolang positive 0.0070	Fokolang mpe -0.0077	Fokolang mpe -0.0639	Fokolang positive 0.0509	Fokolang positive 0.0166
Answer 265	-	Fokolang mpe -0.0313	Fokolang mpe -0.0704	Fokolang positive 0.0073	Fokolang mpe -0.0093	Fokolang mpe -0.0159	Fokolang positive 0.0947	Fokolang positive 0.0024
Answer 266	-	Fokolang mpe -0.0565	Fokolang mpe -0.0429	Fokolang positive 0.0322	Fokolang positive 0.0563	Fokolang positive 0.0110	Fokolang mpe -0.1460	Fokolang positive 0.0927
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 267	-	Fokolang mpe -0.0447	Fokolang mpe -0.0225	Fokolang positive 0.0445	Fokolang positive 0.0955	Fokolang mpe -0.0418	Fokolang mpe -0.1433	Fokolang positive 0.0687
Answer 268	-	Fokolang mpe -0.0178	Fokolang mpe -0.0458	Fokolang mpe -0.0060	Fokolang mpe -0.0133	Fokolang mpe -0.0093	Fokolang positive 0.0702	Fokolang positive 0.0092
Answer 269	-	Fokolang positive 0.0078	Fokolang mpe -0.0098	Fokolang mpe -0.0262	Fokolang positive 0.0007	Fokolang positive 0.0214	Fokolang positive 0.0017	Fokolang positive 0.0033
Answer 270	-	Fokolang positive 0.0025	Fokolang positive 0.0607	Fokolang mpe -0.0511	Fokolang mpe -0.0371	Fokolang positive 0.0174	Fokolang positive 0.0662	Fokolang mpe -0.0292
Answer 271	-	Fokolang positive 0.0526	Fokolang mpe -0.0026	Fokolang mpe -0.0146	Fokolang mpe -0.0488	Fokolang positive 0.0232	Fokolang positive 0.0679	Fokolang mpe -0.0542
Answer 272	-	Fokolang positive 0.0424	Fokolang positive 0.0531	Fokolang positive 0.0119	Fokolang mpe -0.0379	Fokolang mpe -0.0091	Fokolang positive 0.0527	Fokolang mpe -0.0674
Answer 273	-	Fokolang positive 0.0318	Fokolang positive 0.0672	Fokolang positive 0.0306	Fokolang mpe -0.0712	Fokolang positive 0.0570	Fokolang mpe -0.0571	Fokolang mpe -0.0265
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 274	-	Fokolang mpe -0.0011	Fokolang positive 0.0047	Fokolang positive 0.0469	Fokolang positive 0.0618	Fokolang mpe -0.0523	Fokolang mpe -0.1306	Fokolang positive 0.0546
Answer 275	-	Fokolang mpe -0.0094	Fokolang mpe -0.0345	Fokolang positive 0.0172	Fokolang positive 0.0042	Fokolang mpe -0.0260	Fokolang positive 0.0420	Fokolang mpe -0.0031
Answer 276	-	Fokolang mpe -0.0058	Fokolang mpe -0.0353	Fokolang mpe -0.0035	Fokolang positive 0.0165	Fokolang mpe -0.0032	Fokolang positive 0.0168	Fokolang positive 0.0034
Answer 277	-	Fokolang mpe -0.0235	Fokolang mpe -0.0072	Fokolang mpe -0.0667	Fokolang mpe -0.0376	Fokolang positive 0.0593	Fokolang positive 0.0473	Fokolang positive 0.0173
Answer 278	-	Fokolang positive 0.0182	Fokolang positive 0.0219	Fokolang mpe -0.0156	Fokolang mpe -0.0153	Fokolang positive 0.0269	Fokolang positive 0.0588	Fokolang mpe -0.0704
Answer 279	-	Fokolang positive 0.0339	Fokolang positive 0.0344	Fokolang positive 0.0073	Fokolang mpe -0.0460	Fokolang mpe -0.0144	Fokolang positive 0.0271	Fokolang mpe -0.0133
Answer 280	-	Fokolang positive 0.0174	Fokolang positive 0.0771	Fokolang positive 0.0087	Fokolang mpe -0.0256	Fokolang positive 0.0448	Fokolang mpe -0.0379	Fokolang mpe -0.0509
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 281	-	Fokolang positive 0.0477	Fokolang positive 0.0833	Fokolang positive 0.0579	Fokolang mpe -0.0504	Fokolang positive 0.0027	Fokolang mpe -0.0313	Fokolang mpe -0.0596
Answer 282	-	Fokolang positive 0.0933	Fokolang positive 0.0336	Fokolang mpe -0.0194	Fokolang mpe -0.0273	Fokolang mpe -0.0003	Fokolang positive 0.0146	Fokolang mpe -0.0479
Answer 283	-	Fokolang positive 0.0112	Fokolang positive 0.0328	Fokolang mpe -0.0066	Fokolang positive 0.0334	Fokolang positive 0.0215	Fokolang positive 0.0136	Fokolang mpe -0.0860
Answer 284	-	Fokolang positive 0.0007	Fokolang positive 0.0068	Fokolang mpe -0.0359	Fokolang mpe -0.0206	Fokolang mpe -0.0008	Fokolang positive 0.0702	Fokolang mpe -0.0128
Answer 285	-	Fokolang mpe -0.0271	Fokolang mpe -0.0423	Fokolang positive 0.0259	Fokolang positive 0.0312	Fokolang mpe -0.0568	Fokolang positive 0.0119	Fokolang positive 0.0359
Answer 286	-	Fokolang mpe -0.0789	Fokolang mpe -0.0295	Fokolang mpe -0.0518	Fokolang positive 0.0211	Fokolang positive 0.0223	Fokolang positive 0.0421	Fokolang positive 0.0342
Answer 287	-	Fokolang mpe -0.0359	Fokolang mpe -0.0671	Fokolang positive 0.0431	Fokolang positive 0.0117	Fokolang positive 0.0027	Fokolang mpe -0.1173	Fokolang positive 0.1128
Ho amoheloa (u lumellana hakae kapa u sa lumellane?)
Answer 288	-	Fokolang mpe -0.0403	Fokolang positive 0.0192	Fokolang positive 0.0513	Fokolang positive 0.0514	Fokolang mpe -0.0431	Fokolang mpe -0.1208	Fokolang positive 0.0595
Answer 289	-	Fokolang positive 0.0044	Fokolang mpe -0.0834	Fokolang mpe -0.0249	Fokolang mpe -0.0125	Fokolang positive 0.0214	Fokolang positive 0.0677	Fokolang positive 0.0080
Answer 290	-	Fokolang mpe -0.0353	Fokolang mpe -0.0041	Fokolang mpe -0.0145	Fokolang mpe -0.0134	Fokolang positive 0.0257	Fokolang positive 0.0565	Fokolang mpe -0.0212
Answer 291	-	Fokolang positive 0.0866	Fokolang positive 0.0337	Fokolang mpe -0.0342	Fokolang mpe -0.0372	Fokolang mpe -0.0229	Fokolang positive 0.0370	Fokolang mpe -0.0222
Answer 292	-	Fokolang positive 0.0231	Fokolang positive 0.0300	Fokolang mpe -0.0185	Fokolang mpe -0.0025	Fokolang positive 0.0413	Fokolang positive 0.0113	Fokolang mpe -0.0615
Answer 293	-	Fokolang positive 0.0185	Fokolang positive 0.0446	Fokolang positive 0.0146	Fokolang positive 0.0031	Fokolang positive 0.0072	Fokolang mpe -0.0151	Fokolang mpe -0.0474
Answer 294	-	Fokolang positive 0.0190	Fokolang positive 0.1251	Fokolang positive 0.0079	Fokolang mpe -0.0701	Fokolang positive 0.0014	Fokolang mpe -0.0017	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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